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Sync Skills with GitHub

Manage skill changes through pull requests, reviews, and version history.

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Email your agents the same way you'd email a teammate.

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Insights Dashboard

Observe, analyze and control your AI spend.

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Connect agents to Microsoft Teams as an external channel.

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Setup approval steps for your agents.

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Changelog

Track the latest features, improvements, and updates to the Gumloop platform.

10.18.0Aug 6, 2026

Grey River

Meet Gumball (Beta)

Gumball is your personal agent. It writes you a morning newsletter called the Daily Chew, briefs you before each meeting with Meeting Prep, and sorts your email with Smart Inbox, drafting replies and flagging what needs your attention. Open it from your sidebar, chat in Slack, or email gumball@gumloopagents.com.

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Custom Links for Artifacts

You can now publish an artifact on its own URL, like sales-dashboard.gumloopartifacts.com. Turn on Custom Domain from the share dialog, pick a name, and hand out a link people can actually remember. Access and permissions stay exactly the same.

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Meta Ads MCP

Agents can now report on your Meta advertising. Pull performance insights for campaigns, ad sets, and ads, review creatives, and read Facebook Page posts, comments, and reactions.

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Cost Estimates for Brain Sources

Adding a Company Brain source now shows an estimated credit cost before anything syncs. The sync only starts once you approve it.

Platform Improvements

• Added Gemma 4 26B, and DeepSeek V4 Flash is out of preview.
• Connecting an app from a team agent now tells you whether you're creating a team or personal account, and you can reconnect an existing account right when the agent asks.
• Hosted agent pages now support dark mode and follow each visitor's system theme.
• You can now filter an agent's chat history by status.
• Signing up with Google can now connect Gmail and Google Calendar in the same step.
• Organization admins can now change roles for or remove many members at once.
• Organization admins can now see every Slack workspace connected to the organization, including who added it, and remove ones that no longer belong.
• Adding a company AI provider key now verifies the key and proxy configuration before saving.
• Custom role app access now covers connectors that are not in the public catalog.
• You can now rotate a managed tunnel's token from settings.

MCP Improvements

• GitHub: Agents can now create and update GitHub Actions workflow files.
• Notion: Fixed file uploads failing in some workspaces and images not updating inside pages.
• Attention: Now connects with an API key.

Bug Fixes

• Chat lists no longer reshuffle while refreshing in the background.
• Fixed creating a custom Slack app failing for agents with long descriptions.
• Fixed Brain syncs occasionally being interrupted partway through.

10.17.0Aug 3, 2026

François

Managed Tunnels for Private MCP Servers

Organization admins can now connect MCP servers that run inside your own network. Create a tunnel in settings, run one command on your network, and your agents can use those servers without exposing them to the internet.

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DataForSEO MCP

Agents can now run SEO research through DataForSEO. Look up keyword volumes and difficulty, analyze competitors and backlinks, pull live search results, and track how often a brand appears in AI answers from ChatGPT and Google AI Overviews. Works out of the box, or connect your own DataForSEO account.

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Sprout Social MCP

Agents can now work in Sprout Social. Pull profile and post analytics, monitor inbox messages and Listening topics, manage cases, and draft posts for publishing.

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Platform Improvements

• You can now choose which bot account your agent posts as in Slack, so messages from triggered and background runs come from the right account. Read more here: https://docs.gumloop.com/core-concepts/custom_slack_app#choosing-which-bot-the-agent-acts-as
• Tasks pages now show an overview of completed, weekly, and recurring tasks with trend charts.
• Connecting external MCP servers now works with more OAuth providers.

Bug Fixes

• Fixed Company Brain sources continuing to fail after a rejected account was replaced with a valid one.
• Improved audit log loading times for large organizations.
• Improved Agent Computer recovery when the environment became unresponsive mid-run.

10.16.0Jul 30, 2026

Field

Model Access by Role

Organization admins can now choose which AI models each custom role can use. Model pickers across agents and workflows only offer people the models their role allows.

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Google NotebookLM MCP

Agents can now work in Google NotebookLM Enterprise. Create notebooks, add and manage sources, and generate audio overviews and podcasts.

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Platform Improvements

• The model picker now shows each model's relative cost and release date.
• Grok 4.5 is now the default recommended model.
• Agents shared with your organization can now be added as subagents.
• Artifacts shared with your organization now appear in Shared with me.
• Shared with me now reflects your actual access on each item, so items you own keep their edit and delete options.
• Agents start responding faster.
• Connecting Monday.com from an agent now guides you through installing the app.

MCP Improvements

• Notion: Agents can now upload files to and download files from your workspace.
• Google Docs, Sheets, and Slides: You can now pick a destination folder when creating new documents.
• Google Docs: Comment and search tools are available again for accounts connected with full Drive access.
• Gumloop: Added tools to list and export versions of your agents.
• Sigma Computing: Fixed workbook export, send, and tag tools.

Bug Fixes

• Chats that hit an error before their first response now show the error instead of stopping silently.
• Fixed approval buttons in Slack going stale or disappearing while a request was still pending.
• Fixed narrowing a Google Drive Brain source removing documents that should have stayed synced.
• Fixed newly attached subagents not appearing on the agent page until a refresh.

10.15.0Jul 28, 2026

Bralorne

Claude Opus 5

Anthropic's newest model sets a new state of the art on coding and knowledge work at the same price as Opus 4.8, with a 1 million token context window.

Kimi K3

The largest open model released to date, US-hosted with a 1 million token context window and native visual understanding.

Improved Agent Chat Credit Breakdowns

Agent chats now show a more accurate credit breakdown covering the conversation, tool calls, and subagents, so you can see exactly what used your credits.

Bring Your Own Fireworks Key

Organization admins can now add a company Fireworks key, so open models like DeepSeek, Qwen, and Kimi run on your own account. Custom AI proxies are supported too.

Platform Improvements

• Chats now sort by last activity, so the conversation you just replied to is always at the top.
• You can now delete artifacts from the artifact viewer, the side panel, or chat.
• Model speed and intelligence ratings in the model picker now come from measured performance.
• Editing a skill file now shows your changes as a diff before you save.
• Company Brain sources that need no sign-in now skip the account step, and sources like Firecrawl and Exa can use a Gumloop-provided key.
• Managing team Brain sources is now limited to admins.
• The agent side panel keeps its width across tabs and refreshes.
• Artifacts that run code now start faster.

MCP Improvements

• Linear: Agents can now view and manage issue relations, like blocks, related, and duplicate.
• GitHub: Added a tool to delete files from a repository.
• Slack: Agents can now read the emoji reactions on a message.
• Jira: Fixed issue searches stopping after the first page of results.
• Reddit Ads: Fixed performance reports returning incomplete rows.

Bug Fixes

• Fixed Company Brain sources getting stuck mid-sync after being paused.

10.14.0Jul 23, 2026

Sandon

Sync Organization Skills from GitHub

You can now connect a GitHub repository to your organization's skill library. Gumloop imports every folder with a SKILL.md and keeps those skills updated as new commits land, so your team always works from the latest version.

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10.13.0Jul 21, 2026

Holberg

Any Connector as a Brain Source

Company Brain can now sync knowledge from any connector, not just the built-in sources. A short setup chat helps you choose exactly what to sync, and your agents answer with that knowledge.

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Reddit Ads MCP

Agents can now manage Reddit advertising through a new connector. Create and update campaigns, ad groups, and ads, build audiences and targeting, publish promoted posts, and pull performance and conversion reports.

Key-Pair Authentication for Snowflake

You can now connect Snowflake with an RSA key pair instead of a password or browser login. This is the best fit for service users and accounts with MFA enforced, and it works everywhere Snowflake does in Gumloop, from agents to workflows.

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Platform Improvements

• You can now select multiple chats on an agent's chat history page and delete them at once.
• Organization admins can now view and update the OAuth app a shared external MCP server signs in with.
• Permission groups can now control who manages agent hosted pages.
• Agents, workflows, and skills shared with you now appear in a single Shared with me tab.
• Team API keys now work with the developer API.
• Improved sync performance for GitHub, Confluence, and Zendesk Brain sources.
• Typing a custom answer to an agent question now gives you a multi-line text box instead of a single line.

Bug Fixes

• Fixed chats sometimes failing to load in Safari.
• Fixed agent chats getting stuck after hitting a credit limit.
• Fixed Company Brain documents showing as synced but missing from search results.
• Fixed connectors showing as disconnected when connected under a different account scope.
• Improved loading performance for usage insights in large organizations.

10.12.0Jul 17, 2026

Ocean Falls

DM Your Agent in Slack

You can now send direct messages to agents with a custom Slack app. Work with your agent one-on-one, no channel needed.

Manage Agent Skills and Connectors from the API

You can now add and remove skills and connectors on your agents through the developer API. The same tools are available in the Gumloop connector, so an agent can even configure other agents.

SharePoint MCP

Agents can now work in SharePoint through a new connector. Search sites and document libraries, manage files and folders, update lists, and publish pages.

Platform Improvements

• Chats with multiple participants now show exactly who a pending approval or input request is waiting on.
• Anyone who can chat with an agent can now reject its pending approval and input requests, not just the person they were sent to.
• You now get notified when a workflow trigger is automatically disabled after repeated failures.
• Connectors blocked by organization policy now show as restricted, and you can request access on the spot.
• Organizations with members across multiple email domains are now easier to set up and manage.
• Connector and policy tables in settings are now grouped by app, so long lists are easier to scan.
• Triggers now show the name and icon of the app they come from instead of a generic label.

MCP Improvements

• Outlook: Reading emails now includes CC and BCC recipients.

Bug Fixes

• Fixed the sidebar chat list falling out of sync with running chats.
• Fixed files created by subagents sometimes not appearing in the main chat.
• Fixed duplicating a workflow failing when it contained an empty tab.
• Improved Agent Computer recovery when code execution stopped responding mid-run.

10.11.0Jul 15, 2026

Bamfield

Gumloop Brain from Gumloop on Vimeo

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Zendesk in Gumloop Brain

You can now connect Zendesk as a Brain source. Sync your Help Center articles or support tickets, choose exactly which categories, sections, and articles to include, and your agents answer with your support knowledge.

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Platform Improvements

• Editing an app trigger now opens right where you left off, and you can jump between setup steps directly.
• Connectors now support API key authentication, not just OAuth.
• Custom Slack app credentials are now named after their agent, so they're easier to tell apart.

MCP Improvements

• Google Docs: Added tools to create and rename document tabs, so agents can organize multi-tab documents.
• Gumloop: Added data export tools, so agents can pull credit usage and run history reports directly.
• Google Drive: Folder listings no longer include trashed files.

Bug Fixes

• Fixed cases where hosted agents did not show a final response after running a workflow.
• Fixed cases where long code blocks in Slack replies rendered as plain text or got cut off.
• Fixed the activity graph in settings not respecting the source filter.

10.10.0Jul 13, 2026

Keno City

Brain Improvements

Google Drive sources in Brain can now preserve each document's original permissions, so agents only return files the person chatting can access. When a role blocks Brain or source management, you can request access from the right approver through Gumloop, Slack, or email. Brain source activity now appears in audit logs, and large syncs resume more reliably.

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Platform Improvements

• Agent owners now get an email when a trigger is automatically disabled after repeated failures.
• App Activity now separates timed-out calls from in-progress ones and shows the names of curated connectors.
• Agents now explain when a connector needs reconnecting, lacks permission, is offline, or times out.
• Moving an agent between teams now shows which subagents will be removed.
• Organization admins can now remove a default team without choosing a replacement.
• Project pickers now show consistent agent, workflow, and skill counts.

MCP Improvements

• Confluence and Jira: Added multi-site selection, so agents can find and work in the right Atlassian site when one account has access to several.
• HubSpot: Added an owners tool, so agents can look up reps and assignees by email.

Bug Fixes

• Fixed teammates being blocked from replying to agent threads in Slack unless they had connected Slack themselves.
• Fixed completed agent chats sometimes later appearing as timed out.
• Fixed Grok 4.5 showing incorrect context usage and summarizing too early in chats with images.
• Fixed Grok 4.5 rejecting certain connector tools or images and repeating the same failed call.
• Improved Agent Computer recovery when a session became unresponsive, started new storage, or resumed after a pause.
• Fixed overlapping Agent steps using the same ongoing conversation interfering with each other's messages.
• Fixed Router steps not switching loop mode correctly when inputs changed between one item and a list.
• Fixed Cmd/Ctrl+S not saving while editing agent instructions.
• Fixed Gumball history links opening the wrong page.
• Fixed App Activity page-size controls not changing how many rows were shown.
• Fixed some private Linear attachments failing to download.

10.9.0Jul 9, 2026

Zeballos

GPT-5.6 Terra, Sol, and Luna

OpenAI's newest model family is now available for agents and workflows, from the fast Luna to the deep-reasoning Terra.

Revamped Agent Computers

We rebuilt the computer agents use to run Python, JavaScript, and shell code on new infrastructure, so code execution is more dependable, especially on long-running tasks.

Grok 4.5

SpaceXAI's newest model is now available in agents and workflows. It handles difficult, long-running tasks that require creatively using tools, whether in software engineering, data science, finance, or legal work, and solves multistep tasks in under half the steps of comparable frontier models.

Mention Brain Sources in Chat

You can now @mention a Brain source in an agent chat to point the agent at exactly the content you want it to answer from.

Team Accounts for Brain Sources

Brain sources on a team can now connect with a shared team account instead of someone's personal one, so the source keeps syncing no matter who set it up.

Custom Role Improvements

• Custom roles now show every connector policy in one list, with bulk allow and deny.
• New custom roles start without connector access, so you grant exactly what each role needs.
• Custom roles can now control who can create agent-owned credentials.
• You can now create a custom role straight from the sidebar.

Platform Improvements

• Credential audit logs now record which account was connected, where the provider supports it.
• You can now search Brain from the developer API.
• Proxied MCP connections now refresh their sign-in automatically, so they need fewer reconnects.

MCP Improvements

• Linear: Agents can now add, update, and remove attachments on issues, including file uploads and links.
• Linear: Added tools to create and manage issue templates.
• Slack: Search and channel reading now run as your connected account by default, so agents see the same messages you do.
• GitHub: Added tools to check Actions workflow runs.
• Salesforce: Added bulk data load tools for large imports.
• Outlook Calendar: Events now include your own RSVP status.

Bug Fixes

• Fixed subagent runs using far more credits than equivalent chats.
• Fixed Brain searches sometimes taking minutes to return.
• Fixed long-running agent chats sometimes being stopped early.
• Fixed agents sometimes getting stuck mid-response instead of recovering.
• Fixed messages sent while an agent was still working not queueing correctly.
• Fixed adding a skill from search results in agent settings doing nothing.
• Fixed the Connect button on curated connectors not working for team agents.
• Fixed duplicating an agent sometimes failing when it contained a nested agent.
• Fixed connecting DocuSign accounts failing.
• Fixed the subagent View Chat button doing nothing on hosted agent pages.
• Fixed Analyze Video rejecting M4V and WMV files.

10.8.0Jul 8, 2026

Trinity

Gumloop Brain

Give your agents a company knowledge base. Connect sources like Google Drive, Notion, Slack, and Confluence, choose whether each one is private to you, shared with a team, or available to the whole company, and agents answer from your real content with citations.

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Connector Explorer for Organizations

Organization admins can now see which connectors are in use across the company and who has connected each one, right from the Insights explorer.

AppLovin Ads MCP

Agents can now pull AppLovin campaign performance reports and manage your campaigns, creative sets, and ad assets through a new connector.

Platform Improvements

• The agent Analytics page is now called Insights.
• You can now filter organization members by internal or external email domain.
• Custom roles now support removing users in bulk, and new roles open right after you create them.
• Permission groups now support filtering and bulk deletion.
• Organization model settings are easier to scan, with deprecated models grouped separately and hidden models visible in access controls.
• Proxied MCP servers without a connected account now prompt you to connect instead of showing 0 tools.
• AI requests are now more resilient when a model provider is under heavy load.
• Excel file processing in workflows is up to 4x faster.
• Agents now warn you before running a skill script that calls integrations they can't verify.
• Reflection reports in Slack and email are easier to read.

MCP Improvements

• Linear: Agents can now create issues from your Linear templates.
• Proxied MCPs: API-key credentials now support URL query parameters, for APIs that authenticate through the URL.

Bug Fixes

• Fixed access requests for artifacts going to the agent owner instead of the artifact's creator.
• Fixed notifications for agent questions not showing which agent was asking.
• Fixed follow-up tool approvals getting stuck after an earlier approval in the same chat.
• Fixed artifacts sometimes failing to load in agent chats.
• Fixed saving an agent dropping tools from connectors that were temporarily unavailable.
• Fixed agents using the wrong account when multiple MCP connectors were attached.
• Fixed the Invite your team option showing for members without permission to invite.
• Improved reliability and error reporting for long-running agent code commands.

10.7.0Jul 3, 2026

Percé

160+ New MCP Connectors

The connector catalog grew by over 160 new integrations, from Granola, Klaviyo, and Mixpanel to Seismic, Mailchimp, and Posthog, all ready to connect in one click.

Faster Skill Loading for Agents

Skills now load onto your agent's computer up to 10x faster, so agents with large skill libraries get to work sooner.

Platform Improvements

• The fetch new tools button is back for all MCP connectors, so you can sync all of the latest tools in one click.
• Agent trigger lists now load all of your triggers and their filter options, no matter how many you have set up.

MCP Improvements

• X (Twitter): Added a media upload tool, so agents can attach images and videos to tweets.

Bug Fixes

• Fixed cases where agent chats could freeze at the end of a response.
• Fixed duplicate user messages appearing after a reconnect.
• Fixed workflow and agent saves failing on certain number values.
• Fixed tool approvals getting stuck for Kimi models.
• Fixed bulk actions like deleting multiple workflows at once failing.
• Fixed agent panels not reopening after being dragged fully closed and not remembering their sizes.

10.6.0Jul 1, 2026

Woody Point

Claude Sonnet 5

The most agentic Sonnet model yet, bringing Opus 4.8-level performance at a lower cost.

Agent-Owned Credentials

Connectors on an agent can now use a credential owned by the agent itself, so everyone chatting with it runs on the same account instead of connecting their own.

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Workflow AI Credits Now Follow Token Usage

AI steps in workflows are now billed by actual token usage instead of a flat rate, so short prompts cost less and you only pay for what you use.

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Outreach MCP

The Outreach integration is now generally available. Agents can manage prospects and accounts, add prospects to sequences, and work with your emails, tasks, and calls.

Rocketlane MCP

Agents can now work with your Rocketlane projects and tasks through a new curated connector.

Bring Your Own OAuth Client for MCP

Proxied MCP connectors now support custom OAuth clients, so you can connect through your own app instead of Gumloop's.

Evaluation Notification Alerts

You can now configure alerts for agent chat evaluations and get notified when conversations score below your bar.

Platform Improvements

• Agents and workflows list pages got a speed boost, making them load much faster.
• Model temperature settings now follow each model's configuration, with clearer errors when a request is rejected.

MCP Improvements

• Greenhouse: Attachment access is now requested by default, so agents can read candidate resumes and documents without reconnecting.
• QuickBooks: Added standard create and update fields across entities.

Bug Fixes

• Fixed connecting integrations silently failing on custom subdomains.
• Fixed the credit reset date sometimes showing incorrectly on the Usage & Limits page.
• Fixed duplicate agent messages appearing when refreshing mid-response.

10.5.0Jun 29, 2026

Telegraph Cove

Analytics & agent chat guardrails from Gumloop on Vimeo

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Agent Analytics

Every custom agent now has an analytics page showing how it's being used, who's chatting with it, and which tools get called, so you can see whether the agents you build are pulling their weight.

Credit Warnings for Agent Chats

You can now set a per-chat credit threshold on an agent. When a conversation crosses it, the agent pauses and asks for approval before spending more.

Manage Every Trigger on Team Agents

Agent owners can now see and manage the triggers teammates have set up on their agents, not just their own.

DocuSign MCP

The DocuSign integration is now generally available. Agents can send documents for signature, track envelope status, create envelopes from your templates, and download signed documents.

ClickUp MCP

Agents can now work with your ClickUp tasks, from creating and updating them to adding comments and organizing your spaces, folders, and lists.

Platform Improvements

• Improved sharing agent chats with individual people.
• You now get an in-app notification when someone shares an agent, skill, or file with you.
• You now get a Slack and email notification when a request you made is approved.
• Artifacts in hosted agent chats can now open in a new tab.

Bug Fixes

• Fixed file uploads returning a 401 on published interfaces for signed-out visitors.
• Fixed enterprise default policies incorrectly applying to users without a custom role, which blocked artifact sharing.

10.4.0Jun 25, 2026

Nelson

Request Access to Connectors

When you add a connector to an agent that you haven’t been granted access to, you can now request access, and an admin can approve in one click.

More Reliable Custom MCP Servers

Custom MCP servers now run more reliably after several under-the-hood fixes and improvements.

Full Chats Are Now Included in Data Exports

Data exports of agent chats now include the full conversation messages and tool calls.

MCP Improvements

• Excel: Added support for targeting a specific SharePoint document library.
• Linear: Added a tool to delete comments.
• Firecrawl: Added a persistent profile to the scrape tool, so logged-in sessions carry across scrapes.
• Snowflake: Agent queries are now tagged with the user's email and agent, so you can trace them in your Snowflake query history.

Bug Fixes

• Fixed image downloads for agents in projects, including in incognito mode.

10.3.0Jun 24, 2026

Twillingate

Live Artifacts Connect to More MCP Servers

Live artifacts can now call tools from all MCP servers, so the dashboards, reports, and forms your agents build can access more of your connected accounts.

Share Any Gumloop Artifact with Your Agents

Send an agent a link to one of your artifacts and it can pull that file straight into its sandbox to work with, as long as you have access to it.

See and Switch Agents in the Sidebar

The sidebar now shows the agent you’re viewing, with a switcher to jump to another one without going back to your agent list.

Qwen 3.7 Plus

Added Qwen 3.7 Plus for agents, running under Zero Data Retention.

Agent Improvements

• Agent chat details now show credit usage for each subagent, grouped under the parent chat.
• You can now watch someone else’s agent stream in real time, just like the agents you start yourself, and dropped connections show a retry countdown and resume on their own.
• Added support for streaming reasoning on open-source models like DeepSeek, GLM, and Kimi, so you can watch them think instead of waiting for the final answer.
• Agent chats now show context usage for GLM 5.2.

Platform Improvements

• The /files routes are now /artifacts, and old /files links redirect there automatically.
• BYOK model proxies now support custom headers and authentication methods.

MCP Improvements

• GitHub: Added tools to list Actions workflow runs and jobs, and to pull job and run logs.

Bug Fixes

• Fixed cases where agent tool calls were blocked by mistake in the sandbox, including nested calls made by agent-written scripts.
• Fixed creating a hosted MCP server when its description contained special characters.

10.2.0Jun 22, 2026

Revelstoke

See Where Your Organization's Credits Go

The new Insights dashboard in organization settings breaks down credit usage across your org. Get an overview, a per-model view of credits and cost, a Credit Explorer for digging into individual runs, and forecasts that project where your spend is heading.

Set Organization Model Presets

Organizations can now choose the models behind the Recommended, Smartest, and Fastest presets, so every agent in the org runs on the models you've picked for each tier.

GLM-5.2 (Z.ai)

Added GLM-5.2 for agents, running under Zero Data Retention.

Agent Improvements

• Agent chat search now looks inside conversations, not just chat names, so you can find a chat by something that was said in it.
• Faster code sandbox startup for agents with large workspaces.

Platform Improvements

• Improved browser tab titles so your tabs are cleaner and easier to tell apart.
• Added filters to artifacts and a getting-started card for live dashboards.
• Running an agent inside a looping workflow now shows the right credit cost for each item in the list.
• Chat credit costs now include background actions like self-improvement enrichment and chat evaluations.

Bug Fixes

• Fixed human-in-the-loop approvals not reaching custom Slack apps. Add an interactivity URL to your Slack app to turn it on.
• Fixed subagent approval requests not surfacing to the parent agent.
• Fixed the "Ask for writes/deletes" approval option showing for read-only apps that can't make changes.
• Restored the option to download a skill from the agent preview.
• Fixed agents continuing to reply in Slack after you delete the message that started them.
• Improved the reliability of Gemini models across long-running conversations.

10.1.0Jun 17, 2026

Merrickville

Trigger Agents from Slack Reactions

Agents can now be triggered when someone reacts to a Slack message with a chosen emoji, so a quick reaction can kick off the agent.

Platform Improvements

• Artifact tabs now show their name instead of the URL.
• More reliable code sandboxes, with fewer credential errors and timeouts and automatic recovery on the next tool call.
• The MCP directory now lists every available server, including ones like YouTube that were missing before.

MCP Improvements

• QuickBooks: added purchase transaction tools, plus class support and updates for journal entries.
• Zoom: added tools to read your Zoom Canvas docs.

Bug Fixes

• Improved the accuracy of the app activity histogram when toggling across different date ranges.

10.0.0Jun 16, 2026

Burlington

HITL + EVALS from Gumloop on Vimeo

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Human-in-the-Loop for Agents

Agents can now loop you in mid-task. They can pause to ask for approval before running a tool, or ask a question with options to choose from, then pick up right where they left off once you respond. Available in agent chats and Slack.

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Agent Chat Evaluations

Set evaluation criteria for an agent and have its chats automatically graded against them, so you can quickly spot which conversations went well and which need a closer look.

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Revamped Agent Composer

The agent chat composer has been rebuilt to make adding context easier. Mention your agents, skills, and apps with @, and attach files by uploading, picking an existing Gumloop file, or dragging and dropping them in.

Faster Agent Code Sandboxes

Code sandboxes now boot-up faster and have a longer lifespan so agents can iterate on code and data within a conversation more easily.

More Data in the Analytics Agent

The analytics agent can now answer questions about your triggers, skills, and the files your agents produce — like which agents have active triggers, which skills get used most, and what has been generated.

MiniMax M3 and Kimi K2.7 Code

Added new open-source models to the agents.

Platform Improvements

• You can now copy your organization ID directly from organization settings.

MCP Improvements

• Outlook: Fixed archive and move actions that could silently leave emails in your inbox.
• HubSpot: Fixed empty downloads for private or hidden files, like documents attached to CRM records.

Bug Fixes

• Fixed multi-file artifacts showing as “Index” instead of their actual name.
• Fixed cases where a typed message could be lost if the page reloaded before it finished sending.
• Fixed cases where app activity data exports failed to produce a complete export.
• Fixed cases where an agent’s edits to a skill could be silently dropped, leaving it working from a stale version.

9.12.0Jun 9, 2026

Gananoque

Microsoft Teams from Gumloop on Vimeo

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Agents in Microsoft Teams

You can now connect agents to Microsoft Teams as an external channel. The setup page walks through the commands you need, with the same cleaner setup flow now shared across Slack and Teams.

Agents Are More Credit Efficient

Agents with large MCP toolsets now load tool details only when needed, keeping more context available for the task and reducing unnecessary token usage.

Personal Scope for Data Exports

Enterprise teams with data export access can now choose Personal or Organization when exporting data. Personal exports include data you created or initiated, without needing to export the whole organization.

Faster, More Reliable Search

Search and navigation across Gumloop are faster and more reliable.

Platform Improvements

• Richer organization audit logs now cover skill and agent trigger changes.
• Agent chat sidebars now show the right filters and remember recent filter choices.
• Agent chat browser tabs now use the current chat name.

Bug Fixes

• Improved reliability for DeepSeek and Anthropic agent conversations.
• Fixed cases where long-running workflow tools could stall agent responses.
• Fixed cases where downloading a skill downloaded the wrong version.

9.11.0Jun 2, 2026

Huntsville

Add Shared & Organization Skills to Agents

You can now add skills from Shared with Me and Organization tabs directly to agents, making it easier for teams to reuse approved skills without duplicating them.

Skill Permission Roles

Skills now support Editor, Viewer, and Use Only access, so teammates can update a skill, inspect it, or use it in agents without getting broader permissions.

Access Notifications for Agents, Skills, and Flowbooks

You can now request access to agents, skills, and Flowbooks when you hit a permission wall, and owners can approve those requests in one click.

More Powerful Gumloop MCP

The Gumloop MCP server now includes tools for agents, sessions, skills, files, teams, connected MCP servers, resources, prompts, and MCP tool calls.

Looker MCP

Agents can now work with Looker dashboards, Looks, folders, scheduled plans, alerts, LookML models, and query results through MCP.

BigQuery Workload Identity Federation

BigQuery connections now support Workload Identity Federation, so teams can connect BigQuery without long-lived service account keys.

Speed Improvements

• Shared with Me and Organization tabs now load faster across agents, files, skills, and workflows.
• Agent chat details now refresh credit usage live while streaming.

Platform Improvements

• Agent chat details now show model and credit breakdowns.

Bug Fixes

• Fixed cases where agent interactions could end after a tool call without producing a final response.
• Fixed Tweet node video uploads failing for some video formats.
• Improved file download permission checks.
• Fixed right-click link behavior for New Chat in custom agent sidebars.

9.10.0May 29, 2026

Atlin

May update from Gumloop on Vimeo

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Notification Center

A new notification center brings access and role requests right into the app. When someone asks to join a team, get a role, or open an agent, skill, or file, admins can see what they want and approve it in one click, alongside the existing email and Slack notifications.

Team Level Secrets

You can now store variables and secrets at the team level, so everyone shares the same credentials without each person entering them again.

Claude Opus 4.8

Added Claude Opus 4.8, now available as the Smartest model for your agents.

Platform Improvements

• Cmd+K can now search your files alongside agents, chats, and actions.

MCP Improvements

• Linear: Added issue subscriber IDs.
• Linear: Fixed searching for users by email.

Bug Fixes

• Fixed the Google Docs Reader returning empty content in workflows. A new version of the node is available.

9.9.0May 27, 2026

Killarney

Open Anything with Cmd+K

A new command menu lets you search and jump to your agents, chats, and actions from anywhere with Cmd+K, including searching the text inside past conversations.

Apify MCP

The Apify MCP can search the Apify Store for a scraper, run it, and return the results. Use it to scrape LinkedIn profiles, pull company pages, or collect job postings for lead research and outreach.

Platform Improvements

• Clarified when connecting a credential for your team needs a team admin.
• Added the ability to delete skills through the API and CLI.

MCP Improvements

• HubSpot: Added generic CRM object tools for working across standard and custom objects.
• Greenhouse: Added activity tools.
• Google Ads: Fixed calls for manager (MCC) sub-accounts.

Bug Fixes

• Fixed issues causing agents to stop or give up early on long-running tasks.
• Fixed cases where reflection schedules failed to save.
• Fixed cases where running a workflow from the builder did not start.
• Fixed cases where app activity did not attribute triggered agent tool calls tied to scripts.

9.8.0May 26, 2026

Goderich

Hosted Pages for Agents

Publish an agent on its own gumloopagents.com URL, like my-agent.gumloopagents.com, making each agent feel like its own app.

Build Richer HTML Artifacts

Agents can now create HTML artifacts with separate files for scripts, styles, and assets. That makes generated dashboards, forms, and small apps easier to build without cramming everything into one file.

See Agent Context Usage

Agent chats now show context usage, so you can tell when a long conversation is getting close to the model limit.

Freshdesk and Freshsales MCP

Agents can now work across Freshdesk support tickets and Freshsales CRM records, from replying to customers and updating contacts to managing deals, tasks, and sales activity.

Reflection Reports in Slack and Email

Agent reflection reports can now be sent to Slack or email, making it easier to review what an agent learned and what it wants to improve.

Delete Agents With Trigger Warnings

Deleting an agent now shows which triggers will be affected before you confirm.

Platform Improvements

• Admins can now enable or disable incognito mode for agents and workflows from custom role settings.
• DeepSeek V4 Flash is now available as an agent model option.
• Queued follow-up messages now wait until the agent finishes its full response, so steering instructions land at cleaner points in the conversation.

MCP Improvements

• Gong: Added Engage flow tools.
• Slack: Added draft mode for sending messages.
• GitHub: Added gist creation support.
• HubSpot: Improved CRM association tools for working across contacts, companies, deals, and tickets.
• Shopify: Fixed cases where connected stores were missing permissions for some Shopify tools.

Bug Fixes

• Improved subagent reliability and performance when handling long-running tasks.

9.7.0May 22, 2026

Port Hope

MCP Artifacts

Artifacts can now connect to external services through MCP, enabling interactive dashboards, reports, and forms that read from and write to tools like Slack, Google Calendar, and GitLab.

Queue and Steer Agent Messages

Agents now support queued follow-up messages while an agent is still working, so you can add steering instructions mid-chat and have them sent in order.

Speech-to-Text for Agent Chats

Agent chats now support speech-to-text input, letting you dictate prompts directly into the composer before sending.

Longer-Running Subagents

Subagents can now keep working for up to 1 hour, instead of the previous 15-minute execution window.

Lazy Tool Loading for Agents

Agents with large MCP toolsets can now load tool details into context only when needed, freeing up more of the context window for the task itself and reducing unnecessary token costs.

Introducing Reflections

Agents now automatically learn from past interactions. Reflections surface patterns and suggestions, helping your agents improve over time.

MCP Improvements

• GitLab: Added tools for repositories, branches, commits, merge requests, issues, project work, and CI/CD.

9.6.0May 19, 2026

Scarborough

Incognito Mode for Agent Chats

Agent chats now have an incognito option that gives you the full conversation experience without saving messages, tool calls, or files to your chat history.

One-Click Action Request Resolution

When someone requests a role change or team access, admins can approve or reject directly from Slack, or open the request link to see exactly what permissions would change before deciding.

Credential Selection for Hosted and Proxied MCP Tools

Each hosted or proxied MCP tool on an agent can now be pinned to a specific personal or team credential, so you control exactly which account each tool uses.

Platform Improvements

• You can now favourite agents from the recommended agents list to pin them in the sidebar.
• SCIM group mapping now shows an inline guide explaining Manual vs Auto-match modes, replacing the old tooltip.
• We added a copyable user ID to profile settings for easier troubleshooting with our support team.
• Org admins can join teams with one click from the members page.

MCP Improvements

• Gmail, Confluence, HubSpot, Jira, Ramp: Uploaded filenames now show the sanitized file name instead of the gumloop storage path.
• Zendesk: Added Talk and Voice tools for listing calls, call legs, and downloading recordings.
• Shopify: Added tools for collections, discounts, refunds, returns, and order edits.

Bug Fixes

• Fixed cases where image uploads in agent chats could save with the wrong file extension.
• Fixed cases where truncated messages would auto-close while the agent was still responding.
• Fixed the Slack !stop command not being recognized when written before the agent mention.

9.5.0May 15, 2026

Bonavista

Shared With Me & Organization Views

Agents, skills, files, and workflows now have Shared with Me and Organization tabs, making it easier to collaborate and discover.

All Your Agent Activity in One Place

The Home tab now shows agent activity across agents you created, agents shared with you, and agents from teams you are part of, including recent chats, usage, and triggers.

Pin Favorite Agents to the Sidebar

You can now favorite agents to make them easily accessible in the sidebar. If you have not picked any favorites yet, your most-used agents will appear there instead.

Larger, More Flexible Agent File Uploads

Agent chats now support any file type up to 200MB, with smarter routing that decides whether to send files directly to the model or make them available in the sandbox based on provider limits.

SCIM Team & Role Sync

SCIM group mappings can now sync users into Gumloop teams and custom roles, including users who belong to multiple IdP groups.

Slack Notifications for Access Requests

Approvers now get Slack notifications when someone requests access, helping teams grant access faster.

Platform Improvements

• Agents posting to Slack can now include a Gumloop attribution stamp, with a setting to control whether the stamp is shown.
• Files now have their own sidebar tab, making agent-generated files easier to find across Gumloop.

MCP Improvements

• Google Calendar: Added support for creating event types like out of office, focus time, working location, and birthday events.
• Slack: Added support for reacting to messages.
• Google Ads: Deprecated the get auction insights tool.

Bug Fixes

• Fixed cases where agents could respond twice when Slack and a custom Slack app were in the same channel.
• Fixed cases where some skills took too long to load.

9.4.0May 11, 2026

Fogo Island

Per-App Account Selection

You can now choose which specific account an agent tool should use, whether personal or team-level

Edit Skill Files

Edit skill files directly with change previews, draft tracking, and multi-file save support.

Rename Agent Conversations

Rename any agent conversation to keep your history organized, and share individual conversations with teammates.

Platform Improvements

• Team agent sharing now warns when a recipient is not a member of the team.
• Organization admins can access agents in their organization through an elevated-access path with clear warnings.
• Organization member lists can now be filtered by custom role, with accurate full role-summary totals.
• MCP servers can now request specific OAuth scopes so agents only get the permissions they need.
• Snowflake connections now support PrivateLink account IDs for secure, private-network access.

Bug Fixes

• Fixed issues where restoring a previous workflow version would fail.
• Fixed the Agent node in workflows not resuming an existing conversation when given a previous conversation ID.
• Fixed custom nodes not appearing under their correct integration category when configuring role permissions.
• Fixed cases where sub-agent responses were not returned to the parent agent conversation.

9.3.0May 8, 2026

Inuvik

Partner Program

Gumloop partners can now onboard referred organizations with pre-built agent templates and a guided onboarding experience tailored to their industry.

Platform Improvements

• Improved reliability of workflow and custom node builders during AI provider downtimes.
• Proxied MCP activity now includes Gumloop metadata for more reliable attribution and tracking.

Bug Fixes

• Fixed cases where agent-scoped rules could not be created due to permissioning.

9.2.0May 4, 2026

Tadoussac

Gmail Triggers for Any Label

Gmail triggers can now fire on any inbox label — promotions, updates, custom labels, and more — not just the primary inbox.

Audit Log Filters

Filter audit logs by user, team, IP address, or entity ID to quickly find the activity you're looking for.

Google Analytics MCP

Pull traffic, engagement, and conversion data directly from Google Analytics.

Outlook Calendar MCP

Manage calendar events, check availability, and schedule meetings directly from Outlook Calendar.

Platform Improvements

• Moving an agent to another team now shows a review step previewing which skills will be copied or moved and which triggers will be paused.
• Shared HTML and text artifacts are now sent as clickable links in emails instead of file attachments.
• Duplicated agents now preserve their folder location.
• Agent chats now persist unsent messages to local storage so your draft is still there if you navigate away and come back.
• Agents now surface a notification when an MCP server is unavailable instead of failing silently.

MCP Improvements

• Google Drive: File uploads now infer MIME type from the file extension automatically.
• Tableau: Users on the default site can now connect without specifying a site name.

Bug Fixes

• Fixed bug preventing users from modifying the schedule on existing scheduled triggers.
• Fixed infinite navigation loop caused by the back button in certain cases.
• Fixed enterprise upgrade prompt not appearing on certain enterprise-gated features.

9.1.0Apr 29, 2026

Ucluelet

MCP Hosting, Proxying, App Rules & Activity

Host your own MCP servers, proxy external ones, configure app rules, and monitor activity. Pro users get access with usage-based limits. Enterprise unlocks full access.

Enterprise Data Drains

Enterprise organizations can now configure data drains to continuously export data to external destinations like S3, BigQuery, or your own data warehouse.

Google Search Console MCP

Pull search performance data, inspect URLs, and monitor indexing directly from Google Search Console.

GPT-Image 2

Now available for image generation across agents & workflows.

Higher Pro Credit Limits

Pro tier members can now purchase up to 1M credits via self-serve billing.

Platform Improvements

• You can now hide the email footer attribution on agent-sent emails via a toggle in the inbox settings.
• Agents can easily reclaim an older email alias they previously used.
• Agents can now route work to subagents more accurately based on each subagent's available skills.
• Triggered agents that get stuck on rate-limit errors are now auto-disabled instead of silently dropping requests.

Bug Fixes

• Fixed cases where the Teams sidebar section was not visible despite being on the Pro tier.
• Fixed issues with enabling email inboxes on certain agents.
• Fixed issue where skills would not load when attempting to add them to an agent.

9.0.0Apr 27, 2026

Garibaldi

Agent Email Inboxes

Agents can now respond to emails via @ gumloopagents.com addresses.

Subagents

Agents can now spawn subagents and broadcast progress between siblings so multi-agent workflows stay coordinated.

Organization Analytics Agent

A built-in analyst for your organization. Ask anything about credits, agent adoption, or MCP activity and get charts and reports back instantly.

GPT-5.5

Added GPT-5.5 support across agents and workflows.

Platform Improvements

• You can now clone agents & workflows directly from each editor.
• Organization members can now request roles in projects.
• Agents now preserve version history when they update their own name, description, or instructions.
• Gmail triggers now process incoming events more reliably, matching the recent Google Drive trigger stability improvements.

MCP Improvements

• Zendesk: Added tools to create and update multiple tickets in a single batch.
• HubSpot: Added a tool to search deals directly from your CRM data.

Bug Fixes

• Fixed issue where teams could not be deleted.
• Fixed issue where agents that were deleted appeared visible on the Home page for a brief moment.
• Fixed cases where app rules occasionally failed to save or generate.

8.7.0Apr 20, 2026

Moosonee

Composable Roles

Build custom organization and team roles by composing individual permissions instead of choosing from fixed presets.

Team Access Management

Organization admins can now manage who has access to each team.

Platform Improvements

• Improved handling of authentication errors when loading MCP servers.
• Fixed cases where skill creation would fail when associating it with certain MCP servers.

MCP Improvements

• Ashby: Added tools to list candidate files, download files and transcripts, list application feedback, and list application criteria evaluations.
• Fathom: Fixed cases where the MCP server was not visible.

Bug Fixes

• Fixed cases where agents were unable to create triggers for certain MCP servers.

8.6.0Apr 17, 2026

Sioux Lookout

App Policies & Rules for Enterprises

Define App Policies in plain English to control every interaction with an app or MCP server, with organization, team, and agent-level guardrails that can block or tag actions and log violations for audit.

Background Agent Streaming

Agent chats can now keep running in the background so you can leave and come back while long-running work continues.

Claude Opus 4.7

Added Claude Opus 4.7 as the default "Smartest" model.

Platform Improvements

• You can now add agents to Slack with team-level credentials.
• You can edit triggers for which you have workflow access without needing edit access to the trigger itself.
• Audit logs now support a searchable multi-select event type filter.
• Improved credit usage information display.

MCP Improvements

• Salesforce: Added dashboard tools to list, get, create, update, and manage dashboards.
• Jira: Added attachment downloads and rich text formatting for descriptions and comments.
• Google Calendar: Added conference data support for event tools.
• HubSpot: Added log_email and send_transactional_email tools.
• Google Ads: Added auction insights and competitive metrics tools.

Bug Fixes

• Fixed issues with certain MCP servers leading to unknown_tool errors.
• Fixed cases where copying tabs between workflows would fail.

8.5.0Apr 15, 2026

Pemberton

Persistent Agent Workspace

Agent sandboxes now persist across chats. Files your agent creates stick around so you can pick up where you left off, and pull in artifacts from earlier conversations.

Skill Versioning with Change Previews

Skills now track version history and show you exactly what changed across iterations.

Web Fetch Tool for Agents

Agents can now fetch and extract content from web pages directly.

Revamped Credit & Subscription Management

Credit usage now counts up everywhere instead of counting down, with a revamped credit limit display. Configurable notification threshold controls let you set alerts for credit usage. A new Subscriptions tab in settings gives you a dedicated view of your plan.

Platform Improvements

• Invite teammates table now shows invite status and supports auto domain whitelisting.
• Okta integration is greyed out for non-Enterprise users.
• Event type filter dropdown added to audit logs.
• Custom role-based filtering on credit log data export.
• Default 'Ignore Bot Messages' to true for Slack node triggers.

MCP Improvements

• GitHub: Added create_or_update_file tool.
• Linear: Fixed list_issues and list_projects filters to accept IDs.

Bug Fixes

• Fixed external MCP servers broken in sandbox for general agent.
• Fixed agent logo cut-off on the agent setup page.
• Fixed general chat not loading on page reload.
• Updated skills overview video URL in agent configuration settings.
• Super admins can now view general agent chats and items owned by any interaction.

8.4.0Apr 9, 2026

Kenora

Search Previous Chats

Agents can now search through your past conversations to recall context, reference earlier decisions, and avoid repeating work.

Google Slides MCP

Added Google Slides MCP integration — create, read, and modify presentations directly from your agents.

Jira New Issue Trigger

Added a native trigger that fires when a new Jira issue is created, so your agents can respond instantly.

MCP Improvements

• Jira: Added internal comment support for JSM issues.
• Jira: Added rich text formatting via description_adf and body_adf parameters.
• Gmail & Jira: Added file attachment support.
• HubSpot: Fixed send_email NoneType crash.

Improvements

• Fuzzy search bar in app trigger selection sheet.
• Use-only and setup UX improvements for agents.
• Improved agent message streaming performance.
• Invite to Team option added to sidebar right-click context menu.

Bug Fixes

• Fix redacted thinking blocks breaking multi-turn Anthropic conversations.
• Fix multiple thinking blocks in one message turn causing Anthropic errors.
• Fix non-ASCII filenames crashing artifact download.
• Fix duplicate skill creation on cross-agent name collisions.
• Handle Slack rate limits with exponential backoff for improved reliability.

8.3.0Apr 6, 2026

Gravenhurst

Agent Artifact Gallery

Browse all files your agent has created in a dedicated gallery with search, filters, and pagination.

Parallel Web Monitor Trigger

Added a new trigger type that monitors web pages for changes in parallel.

Global Search for Agents & Workflows

Search on the Agents and Workflows pages now works globally across all folders — no more switching folders to find what you need.

Auto-convert Large Text to Files

When you paste a large block of text, it's automatically converted into a file attachment so your agent can work with it without hitting context limits.

MCP Improvements

• Google Sheets: Added formatting, row/column management, sort, find-replace, and chart tools.
• Gmail: Added label, draft, thread, and batch tools.
• Snowflake: Improved audit traceability.

Improvements

• Credit reset times now displayed as full datetime instead of just date.
• Prompt use-only agent users to connect integrations before chatting.
• OAuth consent page now shows which app is requesting access for better transparency.

8.2.0Apr 2, 2026

Canmore

Artifacts

Files created by agents now persist as artifacts with stable, shareable links and automatic versioning. Preview spreadsheets, images, slides, PDFs, Markdown, and text files inline — plus a fullscreen mode for HTML artifacts.

Editor, Viewer & Use-Only Roles

Share agents, workflows, and workbooks with granular roles. Editors can modify, viewers can see, and use-only users can chat with agents without access to the builder.

Shopify MCP

Added Shopify MCP integration with full OAuth support.

Atlassian Government Cloud

Jira and Confluence MCP servers now support custom Atlassian domains for Government Cloud environments.

MCP Improvements

• GitHub: Added list_pull_request_review_comments tool with resolved thread status.
• Snowflake: Auto-inject QUERY_TAG on every MCP tool call.

Improvements

• Ability to reactivate deactivated organizations for resubscribing users.
• Option to hide subflow runs in workflow data exports.
• Improved handling of nonconforming tool schemas for OpenAI and Gemini.

Bug Fixes

• Fix sessions expiring unexpectedly during file uploads, data exports, and long-running chats.
• Cleaned up the model selector by removing older, less performant models.
• Fix edge cases in subscription renewal and plan upgrade billing.
• Fix adding agents to Slack when the user has limited workspace permissions.
• Fix monthly credit renewal not applying correctly for some organizations.

8.1.0Apr 1, 2026

Gaspé

Improved Agent Building UX

• Agents can now update their own icon, description, and suggested prompts.
• Added suggestions when creating an agent from scratch.
• CTAs for completing key actions like adding a trigger, skill, or personalizing via description and icon.
• View chat details and file details in a right panel while chatting.

MCP Improvements

• Slack: Added unfurl_links parameter to suppress link previews in message tools.
• Zendesk: Added preview_macro and apply_macro tools.
• Parallel: Added monitor tools.
• Confluence: Added attachment tools (upload, list, get, delete) and OAuth scopes for attachments.

Bug Fixes

• Prevent skill data loss from sandbox file name collisions with existing skill files not in the sandbox.
• Fix Analyze Image node dropping images for GPT-5 models.
• Revamped file size checking logic in agents to prevent request failures on large files.
• Revamped error handling system in agents to improve quality of error messages displayed to users.

8.0.0Mar 25, 2026

Quebec City

Triggers for Everything

Agents can now build their own totally custom triggers. Describe what you want them to monitor across any app.

Learn more

Agents Are 2x More Efficient

We implemented a way for agents to use tokens 2x more efficiently. This effectively makes agents half as expensive as before — same credits will go twice as far!

Agent Rate Limits

• Agent rate limits now align with the same mechanism as workflow rate limits.
• Free tier: 5 concurrent agent interactions.
• Pro tier: 25 concurrent agent interactions (across organization).
• Enterprise: custom limits.
• Agent interactions get queued after limit is reached.

Skill Popularity & Edit Tracking

Skills in teams are now sorted by most popular (most edited and used). You can also see the edit history and attribution of edits.

MCP & Native Trigger Improvements

• Zendesk: Added list_ticket_audits, get_ticket_audit, and get_ticket_metrics tools.
• Airtable: Added create_comment, update_comment, and delete_comment tools.
• Attio: Fixed add_to_list malformed request body.
• Added native Salesforce updated record trigger.
• Added native Linear created and updated issue triggers.

7.8.0Mar 19, 2026

Saskatoon

New Onboarding Experience

A guided onboarding flow now walks new users through building their first agent, making it easier than ever to get started with Gumloop.

New OpenAI Models

Added GPT-5.4, GPT-5.4 Mini, GPT-5.4 Nano, and GPT-5.3 Codex models for agents and workflows.

Max Steps for AI Agents

Added a max_steps setting in AI advanced settings to limit the number of steps an agent can take during execution.

Unlimited Overages & Configurable Cap

Plans now default to unlimited overages. Enterprise customers can configure a custom overage cap.

Findymail MCP

Added Findymail MCP integration.

Improvements

• Extend tool call finalization checks for subagent calls.
• Filter Linear issueLabels query by team to prevent label-team mismatch.
• Fix agent credit limit exceeded messages for admins and enterprise users.

7.7.0Mar 17, 2026

Gimli

Credit Logs

See exactly where your credits are going. Credit logs give you a detailed, filterable audit trail of every credit spend across the platform.

Concise Mode for Agents

Added a toggle for compact progress mode. Agents can now be much less wordy and overwhelming while they work.

Nano Banana 2

Added Nano Banana 2 support for agents and workflows.

Gumstack Monitoring

Added a Monitoring tab in Gumstack with server health visibility.

Disable Follow-Up Prompts

Added a toggle to disable follow-up prompts on agents.

Dropbox MCP

Added Dropbox MCP integration.

QuickBooks MCP

Added QuickBooks MCP integration.

Reducto MCP

Added Reducto MCP integration.

Improvements

• Added Service Desk API support for Jira MCP.
• Improve Gumstack server scaling capabilities.
• Improve search experience for apps across the native, custom, and Gumstack tabs on the apps page.
• Improve Gmail read tool to allow selecting format (text, HTML, raw).
• Improve error handling for folders and minor UI improvements.
• Show which credential the connected apps use on interfaces instead of the owner.
• Add auto-retries on WebSocket disconnect.

Bug Fixes

• Fix failed tool calls for agents shared in a project with people outside the project.
• Fix agent triggers when agent is moved between teams.
• Fix issue with thinking tokens being unable to be set in some cases.
• Fix sidebar stuck in processing after agent stream completes.
• Fix /export_data API ignoring data_type for agent exports, returning workflow data instead.

7.6.0Mar 13, 2026

Kapuskasing

Introducing Gumstack

Gumstack is our security, observability, and MCP infrastructure product for enterprise customers. Visit gumstack.com to learn more.

Learn more

Hex MCP

Added Hex MCP integration.

Credit & Subscription Improvements

• Show correct credit reset date for monthly credit cap, including orgs on annual plans.
• Show correct reset-to amount for users who are cancelling or downgrading.
• Indicate if plan is cancelling on subscription overview.
• Add data export for credit logs with billing cycle selection.
• Fix credits remaining usage bar not updating on interactions.

MCP Improvements

• Added comment and block manipulation tools for Notion.
• Added formatting attendee details in response for Google Calendar.
• Support federated access to Google Drive externally linked tables in BigQuery Reader.

Bug Fixes

• Properly server-side paginate agent chat history and always allow searching and filtering agent chats.
• Fix Zendesk trigger creation returning generic error when user doesn't have permissions.
• Fix uploading multiple files with the same name on an interface not recognizing them as different files.
• Fix manual save/run of custom nodes on empty chat or mid conversation not working.
• Fix auto-continuation logic of pipeline runner triggering unexpectedly.
• Fix Anthropic models skipping tool call responses when tool call result is empty.
• Fix Slack agents calling pipelines not returning results in some cases.
• Fix Slack Agent stops responding when message contains a user mention.
• Guard against None subjects in Gmail reader.

7.5.0Mar 9, 2026

Flin Flon

Revamped Pricing

Solo and Team plans are now one: Pro. Every paying user gets access to collaborative features including shared credits, shared ownership of Agents and Workflows, and no seat limits. More credits, same price.

Learn more

Outlook Calendar MCP

Added Outlook calendar MCP to create and update events in your Outlook calendar.

MCP Improvements

• Salesforce now supports report tools.
• Google Ads now includes conversion metrics.
• Notion search now supports pagination.

Minor Improvements

• Agent chat sharing polish.
• Changelog polish.

7.4.0Mar 4, 2026

Stratford

Triggers for Agents

Have your Gumloop Agent analyze a new Google Form response, prepare you for a meeting 15 minutes before it starts, or enrich a lead right when it lands in Airtable. Agents now support triggers so you can connect them to your favorite applications. Ask your agent to run on a trigger and it’ll set it up.

Learn more

Workspaces Are Now Teams

All your Agents, Workflows, and Skills now live together in the sidebar organized by Team, so it’s easy to see everything your organization is working on in one place.

Learn more

Tool Restrictions for Custom MCP Servers

You can now restrict which tools are available on custom MCP servers, the same way you can for built-in integrations.

Download Skills

Skills can now be downloaded directly from the UI. Save them locally or share them with your team.

New MCP Integrations

• Added Sigma integration
• Added Trello integration
• Added Box AI integration

MCP Improvements

• Added comment tools for TikTok
• Added Canvas tools for Slack
• Added a budget update tool for Google Ads
• Gmail now supports specifying a sender when sending mail

7.3.0Feb 27, 2026

Lunenburg

Scheduled Tasks for Agents

Run your Agents on a heartbeat — every 30 minutes, every morning, or at a specific time in the future. Automatically pull reports from Salesforce, send weekly digests, or check in on KPIs without lifting a finger.

Self-Improving Instructions

Just like with Skills, Agents can now update their own instructions. They refine how they operate as they handle more tasks.

Adding Agents to Slack is Smoother

We've made adding Agents to Slack a one-click process. Just select which channel your Agent should live in and you're done.

MCP Improvements

• Google Docs MCP now retrieves rich text and additional fields
• Improved Notion database retrieval and writing
• Instagram MCP now accepts URLs directly

7.2.0Feb 20, 2026

Victoria

Skills for Agents

Agents can now create and edit their own skills and scripts. They learn to operate as you do. Scripts can call MCP tools you have integrated.

OpenRouter Model Config Options

Select either Qwen or Kimi as a model in agent chat then go to "AI Advanced Settings" on the right tab to configure OpenRouter options.

Revamped Credential Management

Credential management pages have been revamped to make it easier to manage your personal and workspace credentials.

Minor Improvements

• Fix boolean query params in Greenhouse
• Fix Reddit scraper returning media URL for posts with media instead of post link
• Add Linear initiative read/write tool
• Add attachment support for Greenhouse
• Support more fields for Tableau Query House
• Add write tools in Notion

7.1.0Feb 19, 2026

Kanata

Organization Analytics Agent

Introducing the Organization Analytics Agent for enterprise customers. Available in Slack—Gumloop admins can add it to any channel with /gummie add analytics and chat naturally. Or invoke it as a subagent by mentioning @Gumloop Analytics when chatting with Gumloop.

New Models

Added Sonnet 4.6, Kimi K2.5, and Qwen to the model lineup. Sonnet 4.6 available everywhere while Kimi and Qwen only with Chat and Agents.

Tool Captions

Agent tool executions now show real-time captions describing what each tool is doing—like “Searching for files” or “Sending email to team.” No more guessing what’s happening behind the scenes.

New Gumloop University

Gumloop University has a new look, new home and brand new courses covering AI fundamentals, Chat, Agents and Workflows: university.gumloop.com

MCP Improvements

• Snowflake MCP now supports insecure mode for handling large queries that fall back to AWS S3
• Google Ads client has been bumped to the latest version
• Monday.com MCP now supports retrieving boards with more data types

7.0.0Feb 10, 2026

Trois-Rivières

Introducing Chat

The biggest update yet: chat with all your connected apps, datasets, and Gumloop Agents from one place. Ask questions, do research, and instantly connect to 100+ apps and data sources—zero configuration required.

Folders for Agents

Organize your agents just like you organize your workflows. Create folders to group related agents by team, project, or use case. Plus, we’ve unified the way Agents and Workflows can be navigated.

New Models

Gumloop now supports Opus 4.6 (state-of-the-art model for advanced reasoning tasks) and GPT-5.2 Codex (optimized for agents and efficient tool calling). We’ve deprecated older and less-used models for a cleaner experience.

Flows are now Workflows

We’re renaming Flows to Workflows as we feel that is a better name for the place where you can orchestrate agents and deterministic steps.

MCP Improvements

• Slack now supports listing channels
• Asana now has task search

6.20.0Feb 3, 2026

Dawson City

Fallback Models for Agents and Nodes

Set backup models that automatically kick in if your primary model fails or is unavailable. Your workflows and agents keep running even when AI providers have outages.

MCP Improvements

• Greenhouse MCP now supports scorecards for candidate evaluation
• Apollo integration gets reliability improvements
• Instagram, TikTok, YouTube, and Google Maps servers receive updates for better data retrieval

6.19.0Jan 29, 2026

Saguenay

Workday MCP

You can now pull reports directly from Workday, making it easy to automate HR workflows and surface workforce data.

Box MCP

Manage files and folders directly in Box. Upload documents, download content, and organize your cloud storage without leaving Gumloop.

Seismic MCP

Connect to Seismic for sales enablement. Access content, manage libraries, and streamline how your team finds and shares sales materials.

MCP Improvements

• Gamma MCP has been migrated to a new API with expanded tools for creating presentations, documents, and social media content
• Google Docs now supports creating documents directly without requiring Google Drive dependencies

Bug Fixes

• Fixed an issue where users could not clone published agents when they lacked access to the underlying workflows
• Fixed Slack agents incorrectly showing "access required" when users already had proper permissions

6.18.0Jan 22, 2026

Rivière-du-Loup

Microsoft Teams Trigger

Workflows can now be triggered by new messages in Microsoft Teams. Connect your automations directly to where your team already collaborates.

Agent Message Compaction

Agents now automatically compact conversation history during long chats. Your agents can maintain context over extended interactions without losing track of what was discussed.

Sprig MCP

Added Sprig MCP integration for user research and feedback collection. Your agents and workflows can now interact directly with Sprig to gather insights and manage feedback workflows.

MCP Improvements

• Snowflake MCP now has stage data tool for staging data operations
• Google Docs find/replace now supports text styling
• Create, read, update and delete Asana projects
• New ElevenLabs voices are now available

6.17.0Jan 16, 2026

Kitimat

Code Sandbox for Agents

Agents can now write and run code. Need to analyze a dataset, calculate projections, or process a file? Just describe the task — your agent figures out how and delivers the result.

Revamped Agent Chat UI

Agent chat components have been refined. Completed steps are now consolidated into a collapsible section for better visibility into what your agent is currently doing.

Live Agent Chat Updates in Workflows

Watch agent conversations unfold in real-time while a workflow is running. Click into any agent node during execution to see the full thread.

Share Individual Agent Chats

Share individual agent conversations with teammates or external collaborators so others can see the full magic behind your agents.

Organization Image Generation Controls

Organization admins can now restrict which image generation models are available to their team. Set allowed and denied lists, and configure fallback models when a user's preferred model isn't permitted.

MCP Improvements

• Gmail now supports HTML email drafts
• Instagram tools can fetch reels and posts
• Tableau adds custom view listing and filter support
• Fixed Attio read list tool returning empty results

Bug Fixes & Minor Improvements

• Fixed image generation node allowing unsupported size options
• Improved template loading performance
• Added ability to click into workspaces from the organizations page
• Credit limit messaging is now more granular with clear upgrade pathways when you hit your limits

6.16.0Jan 12, 2026

Okotoks

Web Search for Agents

Agents can now search the web to find real-time information. When your agent needs current data — pricing, news, or live documentation — it queries the web and incorporates the results directly into its responses.

New AI Model Picker with Recommended Options

The AI model picker now includes auto-selection presets — choose Recommended, Smartest, or Fastest and let the system pick the best model for each request. Hover over any model to see speed and intelligence ratings at a glance.

Publish Agents as Templates with Chat Replay

Share your agents with your organization or the community by publishing them as templates. Include chat replay demos so others can see exactly how your agent handles conversations before they clone it.

New Microsoft Teams Trigger & Nodes

New nodes for Microsoft Teams let you send messages to channels, read channel history, and trigger workflows from Teams events. Connect your workflows directly to where your team already collaborates.

Microsoft Sign-In

Sign in with your Microsoft account. Users with Microsoft SSO can now authenticate directly without creating separate credentials.

Clone, Duplicate, and Move Agents

Agents now have full feature parity with Workflows. Clone agents to create quick copies, duplicate them across workspaces, or move them to different projects — all from the same dropdown menu you already use for Workflows.

Stopping Workflows with Running Agents

Stopping a workflow now gracefully terminates all agent interactions in progress. No more orphaned agent sessions — when you abort a pipeline, every running agent receives the stop signal immediately.

MCP Improvements

• Firecrawl tools now support pagination for handling large result sets
• Fixed an issue where the Tableau Get Image tool returned incorrect data

Bug Fixes

• Improved robustness around billing and credit overage handling on failed payments
• Input fields in the custom node builder now support multi-badge inputs for dynamic parameter lists

6.15.0Jan 7, 2026

Port Coquitlam

Slack Agent !stop Command

Add !stop command to stop Slack agents. You can now stop an agent in its tracks when its going down the wrong path.

Improved Agent Creation

Agent creation now uses icons and has improved random name generation.

HTML Support for Gmail in Agents

Add HTML support for Gmail send email tool in agents. Agents can now send beautiful emails.

Google Tasks MCP

Enable Google Tasks MCP in production.

Improved API Key UX

Revamp UX for selecting API key on webhook trigger form and API keys in workspaces.

Default Custom Nodes

We will be adding default nodes per integration so you will not have to build basic nodes yourself.

Agent Timezone Handling

Add timezone handling for agents to convert to UTC.

Bug Fixes

• Fix Salesforce convert leads tool not working
• Fix Gemini 3 Flash hallucinating system prompt repetition
• Fix user profile not being able to be deleted in some cases
• Fix issue with code generated by AI for custom nodes being wrapped in markdown in some cases
• Fix GCalendar tools to handle timezones better

6.14.0Dec 31, 2025

St Paul dAbbotsford

Improved Organization Templates

Improved UX, add ability for organizations to create custom template categories, add filtering by category.

Personal Secrets Manager

Users can now securely store sensitive credentials (API keys, env variables, etc.) using the personal secret manager and use them in custom nodes. Read more here: https://docs.gumloop.com/nodes/custom_node_details#using-secrets-in-custom-nodes

Improved Agent in Workflow Errors

We now flag if you're missing credentials when you run a workflow that contains an agent instead of letting the agent fail silently.

Improved Custom Slack App Utility

Allow workspace members to create a custom Slack app as a personal credential.

Google App Sheet MCP Server

Add Google App Sheet MCP server.

Bug Fixes

• Fix Snowflake auth
• Prevent infinite tool calls with agent
• Add more robust handling for Gemini flow control in agents
• Delist template if workbook or agent gets deleted

6.13.0Dec 18, 2025

Manitoulin Island

Gemini Support for Agents

Add Gemini support for agents.

Gemini 3 Flash

Add Gemini 3 Flash model.

Custom Slack App Support

You're now able to connect your own Slack apps to agents meaning they can have their own @tags and images and can be used globally. This also allows multiple agents per channel!

Optimized Template Loading

Optimize loading of organization and community templates.

MCP Tool Call Visibility

Show both inputs and outputs on MCP tool calls for agents.

Improved Agent Thread Experience

If an agent sees multiple people interacting in a thread, it'll toggle its settings to require direct tagging in order to avoid confusion.

New MCP Tools

Add ticket form id to Zendesk ticket creation, add list labels tool to Gmail MCP, add support for dealing with specific tabs in Google Docs MCP, add get user status / set user status tool to GitHub MCP, add attachment retrieval tools to Zendesk MCP.

Bug Fixes

• Fix issue with code generation having backticks before main function in some cases
• Fix handling of links in agent Slack stream output

6.12.0Dec 11, 2025

Fernie

API Key Support for Gemini

Put in your own Gemini API keys and save money on Gumloop.

SCIM Provisioning and Syncing

SCIM support was in private beta with select customers but it's now available for all enterprise customers!

GPT-5.2 Support

Add support for the latest OpenAI GPT-5.2 model.

SSO Self Serve

Organization admins can now set up SSO themselves from their settings page.

Faster Gummie Plan Creation

Less waiting for Gummie to think while building workflows.

Bug Fixes

• Fix organization members unable to create template for organization
• Fix bug with inputs on subflow node appearing blank in rare cases
• Fix line breaks not appearing properly in template setup checklist / instructions
• Handle 422 errors in Zendesk ticket reader

6.11.0Dec 8, 2025

Brampton

Firecrawl MCP

Add support for Firecrawl MCP.

Revamped Command Menu

Revamp the cmd + k menu to be faster and more intuitive.

Improved Queue Infrastructure

The workflow queue system now scales to 1000x your concurrent run limit.

Improved Agents in Workflows

Added support for files and you can now see the agent's activity from within your workflow while it's running.

Fixes

• Fix agents run as nodes not waiting for automation runs
• Fix error in some cases when saving agents from flow builder
• Fix edge case issues with signing out

6.10.0Dec 5, 2025

Tofino

Agents in Workflows

You can now use your agents as nodes in your workflows. This means you can trigger them with webhooks, use event triggers, schedule them and build multi agent systems. This is one of our most powerful features yet.

Improved Gummie Custom Node Generation

Our agent got much better at building custom nodes for you while it's creating your end to end workflows.

Tableau MCP

Add support for Tableau MCP.

Workspace Invite Emails

Send emails when inviting members to a workspace.

Preview Admin Features

Non-enterprise and non admin users can now preview admin features so they can see what enterprise features exist and what they can do.

Gmail Bulk Read

Improve Gmail MCP performance for bulk email retrieval.

Workflow Output Warnings

If you add a workflow with no output to agents, you now get a warning to avoid confusion.

Admin Role Improvements

Users can now request to be admins and managers for their organizations within the product and demote themselves.

6.9.0Dec 3, 2025

Halifax

Ask Mode for Gummie

You can now chat with gummie without worrying that it'll edit your flow. Ask questions and get help without making changes.

Scalable Queue System

Enterprise users now no longer get errors when exceeding their rate limits. Runs are queued and massive workloads are handled gracefully.

Image Generation Tool for Agents

All custom agents can now generate images and allow you to pick your image generation model.

Improved Planning Mode for Gummie

Planning mode is now faster and much better at generating ideal plans.

Per-User Credit Caps

Enterprise users can now set credit limits per user-role in their admin settings.

Custom Reddit OAuth Config

Reddit changed their app rules so we're letting you connect your own reddit app to gumloop now.

Email Invites for Workspace Members

Add sending email as an invite for workspace members.

Fixes and Improvements

• Show connect button when all credentials don't exist for flows tool in an agent
• Fix page layout overflows and mobile issues
• Add mention support for Salesforce chatter
• Add support for manual warehouse input in Snowflake MCP and Snowflake Reader

6.8.0Nov 27, 2025

Yarmouth

File and Image Support in Agents

Agents in app and in slack can now read files and images natively. Supports multiple files and images at the same time.

Add Bulk User Invites

Invite users in bulk to organizations or workspaces, select their default workspaces and user roles as well during invite.

Add OAuth Support for Custom MCP Servers

If your custom MCP server uses OAuth for verification, you can now easily connect it to your gumloop account.

Add Devin MCP

Interact with cognitions devin coding agents via MCP.

Add Netsuite MCP

Interact with netsuite via MCP.

Creator Filtering

Filter your internal organization templates by creator name if you only want to see submissions from a specific person.

Fixes and Improvements

• Fix loading efficiency in bulk error shield runs
• Fix issues with cloning templates not propagating updates to subflow nodes properly
• Fix if-else condition params to use nicknamed input for display, but actual value for comparison
• Add using internal file storage for Expensify
• Add get attachment with filestore upload for Gmail MCP

6.7.0Nov 24, 2025

Cowansville

Community Templates

Members of the gumloop community can now publish flows and agents + browse the published creations of others. Read more here: https://www.gumloop.com/blog/announcing-community-templates

Claude Opus 4.5

The newest state of the art model from anthropic is live on the platform in agents and flows.

Agent Onboarding

Agents now reply with a friendly onboarding guide when you interact with them in slack without creating an account.

Many Small Fixes

Add Airtable triggers on created timestamp column, add custom operator evals for better code gen performance, bug fixes.

6.6.0Nov 21, 2025

Elora

Gemini 3

Add support for Gemini 3 AI model (only in flows, agent support coming soon).

GPT 5.1

Add support for GPT 5.1 AI model.

Google Tasks MCP

Add Google Tasks MCP for seamless task management integration.

Node Search Tool for Gummie

Gummie can now explore nodes more intelligently and explore individual nodes while helping you build.

Improve Custom Agent Tool Calling

Agents can now call many tools at the same time with ~10x higher reliability.

Restrict Agent Tools

Organizations can now restrict individual tools specifically for agents with custom roles (ex: turn off email sending for agents for a specific set of your users).

Authentication Button in Agent Chats

If the agent uses a tool you're not authenticated with yet, it now asks you to auth with a clear button to let you do so.

Duplicate Enterprise Org Custom Roles

Add ability to duplicate enterprise org custom roles.

Template Reviewers Update Properties

Add ability for template reviewers to update properties.

Refactor Trigger Polling Service

Refactor trigger polling service to synchronize trigger data.

Improve Custom Node Generation

Addressed the main issues with gummie code generation. It has a tool to validate its code now.

Preview of Workflows on Agent Builder

You can now see a preview of the workflows you're adding into your agents as tools.

Zoom to Log Functionality from Node

Double click on nodes to have the workflow logs scroll to that nodes outputs. This helps debugging huge workflows.

Credit Breakdown to Agents

Hover over the credit cost of your agent chats and see a clear breakdown of credit costs between AI inference and tool calls.

Parallel MCP Without Credentials

Add ability to use Parallel MCP without credentials.

Pagination to Zendesk Views

Add pagination to Zendesk views.

Bug Fixes

• Fix Router node not showing nicknamed output values
• Fix scrolling issue with agents chat (the chat no longer scrolls)
• Fix page becoming unresponsive after triggering a dialog from a dropdown

6.5.0Nov 17, 2025

Stony Plain

Cal.com MCP

Add Cal.com MCP for seamless calendar and scheduling integration.

Prevent Agent Spiral

Solved edge case where agent would get confused and call the same tool multiple times.

Improve Agent Slack Awareness

Agent now knows the channel id, id of user prompting it, its own bot id and the thread ID. This helps a lot with agentic slack MCP from within slack.

Improve Tool Output Formatting for Agents

See the outputs of your agents tool calls much more clearly in clean JSON format.

Manual Cron Expression Input

Add ability to manually input cron expression for workflow time triggers.

Custom Icons and Names for Agents

Support custom icons and names to agents: your personalized agents also display their image and custom name in slack.

Table Support for Agents

Add table support for agents in app for better data visualization.

6.4.0Nov 13, 2025

Milton

Revamp Agent UX

Full revamp/redesign of the agent builder to be more intuitive and aesthetic.

Intercom MCP

Enable Intercom MCP for customer communication and support workflows.

PagerDuty MCP

Add PagerDuty MCP for incident management and on-call scheduling.

Parallel MCP

Add Parallel MCP to perform hyper-accurate AI Web search!.

PostgreSQL MCP

Add PostgreSQL MCP to perform database operations and queries.

Credit Notification Emails

Add notification emails for low credits and out of credits to help users stay informed and avoid credits running out.

GitHub Comment Tools

Add list comment and get comment tools for GitHub to enable better issue and PR management.

Self-Removal for Members

Allow workspace and organization members to remove themselves without admin assistance.

Slack Agent View Results Button

Add option to hide view results button from Slack agents for cleaner interactions.

Bug Fixes

• Fix trigger error for free users
• Fix mentions of Slack bot id with bot name when viewing conversation history for better readability
• Fix MCP descriptions to search in node menu search for easier discovery

6.3.0Nov 11, 2025

Cornwall

X (Twitter) MCP

Enable X (Twitter) MCP to post, read, delete tweets, read likes, follow, unfollow, and more.

Webflow MCP

Enable Webflow MCP to create, update, and delete pages webflow content. Update your Webflow CMS from gumloop.

Confluence MCP

Enable Confluence MCP to read, create, update, and delete pages in Confluence.

Zendesk Comment Trigger

Add trigger for incoming comment on ticket in view in Zendesk, enabling real-time support automation.

Error Shield Enhancements

Show errors of underlying node when using Error Shield for better debugging and transparency.

Router Auto-Batching

Add auto-batching of router when batched node is connected to it, improving performance and efficiency.

Slack Block Kit Tool

Add slack block kit tool to slack MCP for creating rich, interactive messages.

Slack Search Scopes

Add search scopes for Slack to MCP nodes (requires reauth) for more granular search capabilities.

Agent Bot Mention Prevention

Prevent Agents from responding to bot app mentions to avoid unwanted interactions.

Categorizer Justification Output

Automatically include justification as output for categorizer node, providing more context for decisions.

AI Provider Error Surfacing

Surface AI provider errors to Slack agent chats for better visibility and troubleshooting. You can now see when anthropic is down instead of thinking gummie is asleep.

Bug Fixes and Improvements

• Preserve formatting for forward_email tool in gmail MCP node
• Fix Slack Message Reader not getting some content from blocks
• Fix transaction timeout and processed file ids conflict with google drive trigger
• Fix AI web research editing of schema not working properly
• Update scopes for gmeet to remove calendar event
• Upgrade gumloop-mcp SDK to make empty outputs from MCP tool calls work for agents
• Add auto-continue mechanism to OpenAI for agents

6.2.0Nov 3, 2025

White Rock

BigQuery MCP Server

Enable BigQuery MCP Server for enhanced data integration capabilities.

Google Docs MCP Server

Enable Google Docs MCP Server for seamless document management.

Virtual Private Cloud (VPC) Support

Support Gumloop on your own infrastructure. Live with several enterprise customers already!

Agent Robustness Enhancements

Improve error handling, save all interactions even on failure/abort, save credit usage in dashboard, and enable streaming of incomplete tool results.

Agent Deletion Enhancement

When your agent is deleted, it will now be automatically removed from all Slack channels where it was added as a bot.

Bug Fixes

• Fix tool input schemas for OpenAI in MCP server tools
• Fix frontend validation on some nodes
• Fix keyboard shortcuts bugs
• Fix moving workbook to project timing out in some cases
• Fix outputs rerendering after leaving error shield of if/else node

6.1.0Oct 30, 2025

Kitchener

Rename Node Outputs

(heavily requested) You can now double click on the individual output of your nodes to rename them, no more confusion dealing with naming conflicts!

Improved Run History

Reduced latency and it now lists who ran and who triggered flows.

Zendesk Trigger on Incoming Message

Added Zendesk trigger on incoming message in view.

Enhanced Custom Roles

Added ability to restrict workbook and agent creation to organization custom roles.

Faster Gummie Planning

Gummie can now plan your flows faster than before.

Agent Reliability Improvements

We made some huge upgrades to agents so they can handle massive tool calls, handle OpenAI models better and don't disconnect in certain edge cases.

Improvements and Fixes

• Fixed workbook tool updating in Agents builder
• Fixed mechanism for refreshing dynamic inputs/outputs on nodes
• Improved flow tab duplication so it's duplicated next to the original tab
• Fixed "View Results" button in Slack agent to include workbook id in url
• Improved Gmail trigger by checking for messages that could not be found

6.0.1Oct 28, 2025

Acton

Databricks MCP

Added Databricks integration.

Ironclad MCP

Added Ironclad integration.

Zoom MCP

Added Zoom node integration.

Enhanced Zendesk MCP

Added articles, posts, and search tools to Zendesk Model Context Protocol.

Agent Reasoning Toggle in Slack

Agents were too verbose in Slack, you can now hide their reasoning traces to reduce clutter.

Agent Improvements

Agents can now be shared with non-logged in users (view only), tool call failures are more obvious, improved Slack output, users can chat with external agents in Slack, and proper error messages if gummie permission is missing.

6.0.0Oct 27, 2025

Montreal

Gumloop Agents

Create your own custom reasoning agents and deploy them natively in Slack. Agents can use MCP and your gumloop workflows to thoughtfully automate your work. Read more about them here: https://www.gumloop.com/blog/announcing-gumloop-agents

Revamp Hub

Your hub is now a lot more informative and usable. See everything going on in gumloop in one place.

Analytics for Agents

Enterprise users can now see comprehensive overviews of all agent-related usage analytics.

Copy Truncated Workflow Outputs

If logs are truncated, use copy text to copy full outputs.

New Onboarding

New onboarding to show new users the magic of gumloop in a more obvious way.

Zoom Button for Disconnected Nodes

Added zoom button to nodes disconnected error to make it easier to find which nodes are misconfigured.

SVG Support in Analyze Image

Added support for SVG in analyze image node.

Zendesk View Filtering

Added view filtering to Zendesk ticket reader.

Zoom Meeting Recordings

Added list meeting recordings to Zoom integration.

Multi-Select Dropdown for Forms

Added multi-select dropdown for forms.

Incident.io Trigger

Added Incident.io trigger integration.

SERP Pagination and Rate Limits

Added pagination to SERP for call SERP API node and web search nodes, plus retries for rate limits.

Snowflake and NetSuite with Custom OAuth

Added Snowflake and NetSuite with support for custom OAuth configs.

Upgrade Badge Enhancement

Added more prominent upgrade available badge for custom nodes and subflows so you are always using the newest version.

URL Support for S3 Storage

Added URL support to store in S3 node.

Subscription Creation Guard

Prevent users from creating a subscription if they already have one.

Confluence Metadata Outputs

Added metadata outputs to Confluence page reader.

File Type Restrictions for Interfaces

Added ability to restrict file types on file component in interfaces.

Credit Cost Display

Added displaying of credit cost to simplified history on pipeline page.

Improvements and Fixes

• Fixed pagination reset bug on hub
• Fixed client side exception when selecting status on Jira issue updater
• Fixed many cases of flowbooks in hub without creator user ID
• Fixed cancel button remaining in header but disappearing on nodes when in "resume" mode and saved
• Fixed bugs with user profile deletion
• Fixed error message on failed trigger creation

5.4.0Oct 9, 2025

Barrie

Exa MCP Server

Added Exa MCP server integration.

Gummie Tool Call Cancellation

Added mechanism for Gummie to abort tool calls.

User-based Rate Limits

Added per-user rate limits for enterprise organizations. One user can no longer rate limit their whole company.

Node Linking Warning Enhancement

Added click-to-zoom functionality for nodes on node linking warnings.

Organization Data Export

Added "export data" functionality to organization manager role.

Notion DB Updater Enhancement

Added upsert mode to Notion database updater.

SEMrush Integration Improvements

Added SEMrush trends API tools.

Improvements and Fixes

• Fixed cloning to not apply trigger changes
• Added goal-based tools for Asana
• Fixed Apollo credits deduction
• Enhanced Zendesk Ticket Reader trigger filtering
• Fixed custom node runner parsing for JSON string lists
• Refactored configure inputs and disabled for trigger nodes
• Fixed auth warning for sub nodes
• Added default bot message ignoring for Slack reader trigger
• Fixed owner removal from item sharing
• Fixed Google Calendar MCP server calendar display
• Upgraded GitHub tools with max limit argument
• Fixed Google Slides reader comment output
• Improved Google Docs reader formatting parsing
• Enhanced Google Docs writer auth errors
• Fixed Google Calendar event reader user status output
• Prevented admin self-demotion
• Fixed Custom Node Builder undo behavior
• Fixed folder navigation URL accuracy

5.3.0Oct 2, 2025

Iqaluit

Organization Manager Role

Introduced a new organization manager role with enhanced permissions for team management.

Custom Nodes Editor Access

Added the ability to grant editor access to custom nodes, enabling collaborative node development.

Improved Gummie Reliability

Gave gummie the date and time + improved Gummie reliability during model outages with better fallback mechanisms and error handling.

Expensify MCP Server

Added Expensify MCP Server integration for expense management and reporting workflows.

Google Cloud Storage MCP Server

Integrated Google Cloud Storage MCP Server for advanced file storage and management capabilities.

Improved Team Invitations

Added ability to invite teammates via input text area and CSV upload. Members can now invite other members with the same domain name.

Small Improvements

Fixed hub folder query persistence, added Google Slides comment reading, enhanced Zendesk ticket filtering, and improved folder timestamp tracking.

5.2.0Sep 29, 2025

Chilliwack

Sonnet 4.5 Support

Add Sonnet 4.5 support

Animated + Conditional Edges

Bring back animated + conditional edges: edges are now animated again to make flows more readable!

Organization Invites

Add organization invites: easily invite others to your organization

Trigger Deletion Email Enhancement

Add failure explanation to trigger deletion email

Streamable HTTP Support

Add streamable HTTP support for guMCP servers

Google Apps Script MCP

Add Google Apps Script MCP

Google Tasks MCP Server

Add Google Tasks MCP server

Reader Nodes Revamp

Revamp the following Reader nodes: Google Sheets Reader, Google Calendar Event Reader, Gmail Reader, Outlook Reader, Slack Message Reader, Reddit Scraper, Notion Database Reader, Airtable Reader, Zendesk Ticket Reader, Jira Issue Reader

Gummie Agent Improvements

Improved gummie agentspeed, reliability, flow editing, debugging ability and UX

Bug Fixes

• Fix cache on embedding for similarity search
• Fix zendesk ticket reader not loading credentials
• Optimize memory usage for google sheets updater / writer
• Add "Before End" trigger to google calendar event reader

5.1.0Sep 22, 2025

Thunder Bay

Nano Banana and Reference Image Support

Nano Banana is supported and the generate Image node now support reference images. This means you can generate images based on a reference image and get more control over the output.

Linear MCP

Added Linear MCP to read, write, and update your data in Linear.

Airtable MCP

Added Airtable MCP to read, write, and update your data in Airtable.

Loops MCP

Added Loops MCP to read, write, and update your data in Loops.

Chorus MCP

Added Chorus MCP to read, write, and update your data in Chorus.

Zendesk Triggers

Added 3 trigger modes: when a new ticket is created, when a new public response or reply is added to a ticket, when a ticket status changes

General Improvements

Fixed Gummie agent system prompts, improved infrastructure scaling and custom node generation with MCP resources. Fixed polling manager, added support for /u/ links in Google Docs reader, added loop mode to GDocs template writer. Fixed PDF reader issues and bullet points in GDocs table. Improved Slack and Zendesk readers to output everything by default. Added create label tool to GitHub MCP, fixed Google Meets MCP scopes

5.0.0Sep 13, 2025

Vancouver

Gummie Agent

Gummie can now build, edit, debug and run your workflows for you. Just explain what you want and it will be your copilot to figure things out. https://www.gumloop.com/blog/gummie-agent

Single Node Testing

You can now test individual nodes with fake inputs directly from the canvas. Just hover over any node and click test to try it out in isolation

Ad Scraper Node

Get lists of active ads on facebook, instagram, youtube, tiktok and more RELIABLY (wonderful when paired with image and video analysis)

4.9.0Sep 9, 2025

Gatineau

Workflow Checkpointing

Versions are now checkpoints. We listened to user feedback and made things much simpler and more usable. No more being forced to make hundreds of versions of your workflows. Read more here: https://docs.gumloop.com/core-concepts/checkpoint_history#workflow-checkpoints

Improve AI Web Research Node

You can now pick the model being used in the research to optimize costs/speed and the UX got better.

Cmd + K Shortcut Menu

You now have a shortcut menu for adding nodes that's faster and smaller. Hit command k to try it out on the canvas.

Merge Web Agent Scraper into Website Scraper

These two nodes being separate confused people. Now it's one simpler, more powerful node.

Slack Enhancements

Added 'Include Bot Messages In Thread?' option to Slack and send_ephemeral_message tool.

Salesforce Chatter Tools

Added Chatter tools to Salesforce integration.

PDF Reader Password Support

Added password unlock capability to PDF reader.

Bug Fixes

• Fix link to Notion Database Writer
• Fix node suggestions not appearing in gummie chat
• Fix credit cost not bubbling up through subflows
• Fix CSV writer failing
• Fix GenerateFile encoding error
• Fix Gmail Sender display name
• Fix GoogleSheetsUpdater search value trimming

4.8.0Sep 3, 2025

Sherbrooke

Agentic Custom Node Builder

We made Gummie way smarter and more agentic while building MCP nodes. While building, it can look at actual data returned from platforms to identify bugs and self-correct the code it builds.

Manual Mode

When Gummie isn't figuring a problem out, you can take over and assume complete control. You can write and run code, as well as save at any time, without any interference from AI.

New Google Docs Template Writer

You can use {{placeholders}} in a GDocs template and use that to create new, perfectly formatted Google Documents. We like this feature for updating contracts and other repetitive data entry tasks.

Notion MCP Integration

We have always had a Notion integration but now we can build our own Notion nodes with MCP.

Ashby MCP

Integrated Ashby as a new MCP node to streamline your recruiting and hiring workflows.

Incident.io MCP

Added Incident.io as a new MCP integration to help manage and track incidents more effectively.

Fellow MCP

Integrated Fellow as a new MCP node for better meeting management and team collaboration.

Enhancements to Notion and Google Slides

We added more trigger options for Notion databases, covering create/update actions. Google Slides also gained the ability to swap images for use-cases like updating charts or swapping logos.

4.7.1Aug 26, 2025

Tilt Cove

Credit Overage on Annual Plans

Allow credit overage on annual plan

Change Account Email

You can now change your account email

20+ QOL Improvements

We have been spending most of our time refactoring infrastructure for an incoming large update and fixed many small things users have been asking for along the way. For example: viewing the nodes parameters alongside the inputs and outputs when debugging

Node Library Search Improvements

Finding the node you want with search got much better

4.7.0Aug 19, 2025

Banff

Workflow Versioning

We added the ability for you to create versions for your workflows. No more duplicating flows to try out new things, you can now iterate in confidence and roll back to old version easily. Read more about it here https://docs.gumloop.com/core-concepts/version_history

New Pricing Plans

We reworked our premium tiers to make them more approachable and flexible. Read more about our new pricing here https://www.gumloop.com/blog/introducing-the-solo-and-team-plans-on-gumloop

New Marketing Content

Our marketing got so much better. Check out gumloop.com/home to see the landing page. Fun fact: all those animations are made with CSS, no gifs or videos in sight!

Node Popping Improvements

You can now pop nodes out of error shield and if else nodes. Small improvement but much needed!

4.6.0Aug 15, 2025

Moose Jaw

GPT-5 Support

Newly Added support for GPT-5. This is the latest and most powerful model from OpenAI.

Email Notifications for Shares & Invites

Sharing a flow or inviting someone to a workspace now sends an email to the recipient.

Gummie Auto-fixes Custom Node Bugs while Testing

Gummie will now auto-fix errors while testing custom nodes. This will minimize cases where test runs fail and make troubleshooting easier.

Improved Custom Node Code Generation

Code generation is now more accurate and reliable. You can also see the changes between the old and new code and get a summary so you can understand what Gummie did.

Workflows & Folders Table Sorting

You can now sort workflows and folders by name, creation date, and last updated date.

Persistent Hub Filters

Hub filters & sorting preferences persist across loads so you won't lose your filters when you refresh the page.

Bulk Workflow Actions (Move & Delete)

You can now move and delete multiple flows at once.

4.5.0Jul 29, 2025

Whistler

Internal Templates

Everyone in your organization can now publish flows and nodes to a directory for everyone else to browse and clone from. Share your best automations across your team.

Workflow Setup Guides

You can now define setup instructions for your flows so anyone who you send them to can understand what the flow does and exactly what they need to tweak to make it work for them.

Custom Nodes on Hub

You can now browse your custom nodes like you browse your workflows on gumloop.com/hub.

Creator Attribution

You can now see who within your company made the flows and custom nodes you're seeing! People can now finally be recognized for their hard work.

Email Autofill in Interfaces

When building interfaces, you can now enable email autofill so users running the interface will have their email automatically populated in email fields.

Monday.com MCP Integration

You can now generate dynamic monday.com nodes via MCP.

S3 File Reader

Read from your Amazon S3 buckets directly in your automations.

New Loading Icon

It's so satisfying :)

Small Improvements

Added "Due Date" field to Jira reader, improved Google Drive folder reader, added status page on hub with warnings throughout the product, and now ask for reasoning when users abandon the custom node builder so we can improve Gummie.

4.4.0Jul 23, 2025

Oakville

Complete Frontend Re-optimization

On certain devices, large flows used to lag a ton. We fixed that. We spent ~400 engineering hours refactoring automation canvas to optimize everything. We even bought an old windows laptop to test it on.

Gumloop Status Page

Users need a clear picture of Gumloop's uptime if they're trusting us with their critical workflows. Check out status.gumloop.com and subscribe to updates to be notified about any system issues.

4.3.1Jul 18, 2025

Collingwood

Template Checklist Experience

When you submit your flow as an internal template, you can now build a comprehensive guided tutorial for it so coworkers can set it up with ease!

Grok 4 Support

Added support for Grok 4, providing access to the latest AI model capabilities.

Outlook MCP Server

Added Outlook MCP server integration for enhanced email and calendar automation capabilities.

Attio MCP Server

Added Attio MCP server integration for improved CRM and contact management workflows.

Affinity MCP Server

Added Affinity MCP server integration for enhanced relationship intelligence and deal management.

Workspace Switching Warning

Made it more obvious when you open a workflow in a different workspace so there's no accidental cloning.

Workspace Selection on Copy

When you go to copy a workflow, instead of surprising you with it being copied, it asks you which workspace you want to copy it to!

Improved Sign-in Modal

Enhanced the sign-in and forgot password modal for better user experience.

Revamped Run Logs

More readable and clearer run logs for better debugging and monitoring.

Google Calendar Event Created Trigger

Added new Google calendar event created trigger with "On Event Created" type for enhanced calendar automation.

Rate Limit Email Notifications

Added sending of email to user if rate limit is reached for better monitoring and awareness.

Small Fixes and Improvements

Add concept of conditionally required authentication, Align Slack Block Kit Sender / Canvas Sender to have reply in thread work the same way as Slack Message Sender, Add use link enabled by default for Google Sheets nodes, Fix router conditions not saving in some cases, Change "clone" to "make copy", Add MCP setup guide for Claude code.

4.3.0Jul 11, 2025

Router Node

You're finally able to easily route data conditionally throughout your flows with many conditions. Route with AI or with basic conditional statements.

Admin Analytics Dashboard

Added an admin analytics page to view detailed usage to measure AI adoption at the workspace and organization level.

Infrastructure Reliability

Huge upgrade to infrastructure so systems are more resilient to massive spikes in traffic.

Microsoft Teams Integration

Added Microsoft Teams integration for seamless communication and collaboration.

Microsoft Word Integration

Added Microsoft Word integration for document processing and management.

Microsoft Excel Integration

Added Microsoft Excel integration for spreadsheet handling and data analysis.

4.2.4Jul 3, 2025

Organization Level Sharing for Workbooks and Interfaces

Added the ability to share workbooks and interfaces with entire organizations, making collaboration easier across teams.

Email notifications on workflow share

When sharing a workflow, the recipient will receive an email with a link to the workflow.

Create Workbooks in Folders from Hub

When creating a workbook while in a folder, it now properly stays in that folder instead of being created at the root level.

guMCP Cursor Support

Made guMCP work in Cursor editor and added comprehensive MCP guide for Cursor users to enhance development workflow.

Separate Deep Research Models

Split deep research functionality into separate models for better performance and more targeted information gathering.

SO MANY Small Improvements

Fixed credit deduction for MCP servers, Google Drive refresh function, account deletion not removing triggers, upgraded enrich nodes to use user Apollo tokens, increased YouTube transcript retries, fixed Google Sheets writer tab name input, resolved HubSpot list reader trigger output, fixed advanced PDF reading failures, added post dates to Reddit scraper, supported MOV files in speech-to-text, and migrated credit deduction to guMCP server.

4.2.3Jul 1, 2025

OpenAI Deep Research in Ask AI

Added OpenAI deep research capabilities to the Ask AI node for enhanced information gathering and analysis.

Perplexity Deep Research

Integrated Perplexity deep research functionality for comprehensive web-based information retrieval.

Frontend Performance Optimizations

Implemented optimizations to reduce frontend lag and improve overall user experience.

Enhanced API Error Handling

Improved API error messages and revamped dynamic attribute error messages on nodes for better debugging.

Long-Running Workflow Reliability

Improved reliability for extremely long-running flows to ensure none hang or fail.

Google Docs Reader Upgrade

Enhanced Google Docs reader to properly handle headers and tables for better content extraction.

Google Drive Image Reading

Added capability to read images from Google Drive file reader.

Gmail Body Writing Fix

Fixed Gmail body writing and formatting issues.

Slack Message Reader Enhancement

Added support for ignoring notification message types in Slack message reader.

Toolbar Visibility Fix

Fixed bottom right toolbar visibility when run logs are open.

4.2.2Jun 25, 2025

Gummie MCP Node Creation Speedup

Speed up Gummie MCP node creation by 60% for faster workflow development.

Streaming Node Building

Add streaming while Gummie builds nodes and reasoning traces for better user experience.

Instagram Integration

Retrieve Instagram profile information, post comments from any post, trending posts for any hashtags and much more.

TikTok Integration

Retrieve Tiktok profile information, video comments, video engagements, trending videos, and much more.

Google Maps Integration

Get reviews, geocoding and place details and more for any Google Maps location.

YouTube Integration

Retrieve details from any YouTube video, channel, or playlist including comments, views, and more.

Dynamic Credit Costs for MCP Nodes

Support for charging based credits in MCP nodes based on tool calls so we can offer paid APIs via MCP nodes.

Pin Notes to Nodes in Autoformat

Notes nearby nodes get brought along in autoformatting for better organization.

Refactored Sharing System

Re-factor sharing of workbooks / interfaces: more usable and intuitive now.

Enhanced Google Docs Reading

Make Google Docs reading more robust by adding URL, bookmarks, headings, etc.

Google Drive Folder Reader Options

Add option to return Google Drive links only or Google Docs links only to Gdrive Folder Reader.

Improved Google Slides Reading

Make Google slides reading more robust by extracting url, slide index, etc.

Enhanced Jira Issue Updater

Make writing of markdown to adf in Jira issue updater more robust.

Bug Fixes and Improvements

• Fixed workflows requiring double click on save
• Fix edge dragging on nodes with no inputs
• Fix timezone discrepancy with credit usage dashboard
• Fix shared MCP nodes not appearing in node menu
• Fix MCP node testing module ignoring updated configuration
• Improved formatting of created timestamp on simplified history page

4.2.1Jun 18, 2025

Easier Node Connections

You now only have to drag the edge onto the destination node, not onto the little input/output circles on this destination node. This makes connecting nodes much easier!

Multiple Credentials on MCP Nodes

Added support for multiple credentials on MCP nodes, now also supporting workspace credentials.

Improved Custom Node Code Editor

Enhanced the reliability of editing custom node code in the editor.

Custom Node Versioning and Archiving

Implemented proper versioning and archiving system for custom nodes, making it easier to manage and track changes.

User API Keys for Workspace Workbooks

Allow user level API keys for triggering workspace workbooks if the user is a member of the workspace.

Optimized Workflow Loading Times

Significantly improved flow loading performance for faster and more responsive user experience.

Revamped AI Model Access Control

Redesigned the AI Model Access Control page for admins with improved usability and clearer controls.

MCP Node Credit Charging

Added mechanism for charging credits for MCP node usage to ensure proper resource allocation.

Slack Block Kit Writer DM Support

Added DMing capability to Slack Block Kit Writer for enhanced messaging automation.

Enhanced AI Provider Error Logging

Added more detailed logging for AI provider errors to improve debugging and troubleshooting capabilities.

Fixed Confluence Page Reader

Fixed Confluence page reader not outputting links correctly for better data extraction.

Batch Support for Notion Page Writer

Added batch support for Notion page writer to handle multiple page operations more efficiently.

HubSpot Search Companies Tool

Added HubSpot search companies tool for enhanced company data discovery and management.

4.2.0Jun 12, 2025

Revamp Custom Node Experience

Gummie now helps you build custom nodes on the canvas! (Try the cmd + shift+ g shortcut)

Multi Inputs and Outputs

No more needing 10 input nodes and 20 output nodes. A single input node can define many input fields now, same with outputs!

Stripe MCP Server

Added Stripe MCP server integration for payment processing workflows.

Hub Revamp

Your Gumloop hub got a revamp to make things more navigable. Search is much better and filtering flows is clearer.

Slack Reactions

Slack MCP nodes can react to messages now, enhancing your Slack workflow automation.

Improved YouTube Transcript Node

YouTube transcript node is now more reliable and accurate for better content processing.

Rich Text Interface Descriptions

Added rich text support to interface descriptions for better formatting and presentation.

10+ UX Improvements and Bug Fixes

Various user experience improvements and bug fixes to enhance platform stability and usability.

4.1.1Jun 10, 2025

Optimized Frontend

If you're working in a large complex workbook, you'll notice the frontend feels ~5x snappier and lots of the lag is gone!

Editing of MCP Code

It's now easier to edit and save the code that AI writes when building an MCP node.

Settings Page Revamp

Your settings page to manage your organization and workspace got faster and more usable. Credit usage graphs got a revamp as well.

Google Forms Integration

Read data directly from your Google Forms responses.

Interface Rich Text

You can now add formatted rich text in your interface descriptions. This makes it easier to add thorough instructions to your interfaces.

Hub UX Improvements

It's more clear now how to manage workflows and folders on the hub. Searching is also improved so you can see which folder your flows are in while searching.

Bug Fixes

• Stopped gummie from auto-scrolling
• Optimized data loading so things are snappier
• Improved permissioning when cloning flows between workspaces
• Made it more obvious how to schedule flows
• Improved confluence reader output parsing

4.1.0May 30, 2025

Internal Templates

You can now publish your workflows into a private template directory for your team. AI will even write the description and setup steps for you. More info: https://docs.gumloop.com/core-concepts/template_gallery

Webhook Input Node

We added a new 'Webhook Input' to let your workflow auto-capture a webhook body as input. The old way to directly map webhook values into input nodes still works! https://docs.gumloop.com/api-reference/getting-started#recommended-method-webhook-inputs-node-with-json-parsing

MCP Support in AI Nodes

Ask AI nodes can now call as many MCP servers as you'd like. Simply add your remote MCP servers as credentials. More info: https://docs.gumloop.com/nodes/mcp/ask_ai_mcp_support#connecting-remote-mcp-servers-with-ask-ai

Gong MCP Nodes

You can now get your call transcripts and insights out of Gong via our MCP nodes!

Google Meet MCP Node

You can create, delete, update and invite people to Google meets + get your call transcripts!

Google Ads MCP Node

Analyze your google ads instance via MCP.

Apollo MCP Node

Enrich data with the power of Apollo via MCP.

beehiiv MCP Node

Do everything you'd ever want to do on beehiiv via MCP.

New History Page

Our history page got a massive UX update + got a bit faster.

Revamped Template Directory

Templates got cleaner! Many new templates on the way!

MCP Node Builder Flexibility Improvements

While you're building an MCP node, Gummie can go back and edit the inputs/outputs if you ask instead of forcing you to restart your build!

4.0.0May 15, 2025

MCP Nodes

Our biggest update ever. Build your integrations completely custom with natural language.

User Roles

Enterprise customers can define granular roles for each user in their organization with restrictions per role.

AI Model Restriction

Admins can control exactly which models are allowed and disallowed across the organization.

Granular Scope Control

Admins can turn off specific scopes within each integration for enhanced security.

Node Deny Listing

Admins can turn off specific nodes per integration for enhanced security.

Audit Logging

All sensitive actions in the platform are logged for analysis (for enterprise users).

AI Proxy Support

Route queries through your own proxies for enhanced security and control.

Gong Integration

Connect your Gong data directly with your Gumloop flows.

Claude 4 Support

Added support for Anthropic's latest and most powerful model.

New Node Menu

Restyled and formatted node menu for improved usability.

Feature Control

Admins can turn off features like the ability to create workspaces or set workspace credentials per role.

3.0.3Apr 30, 2025

Data Export for Enterprise Users

Enterprise organization admins can now export comprehensive usage data for better analytics and reporting across their organization.

Gemini 2.5 Support

Added support for Google's Gemini 2.5 while deprecating Gemini 2.0, providing enhanced capabilities and improved performance.

Grok 3 Support

Integrated Grok 3 while deprecating Grok 2, offering users access to the latest version of this powerful model.

OpenAI Reasoning Level Control

If you're using OpenAI models, you can now control the reasoning level of the output. Choose from low, medium or high.

Platform Enhancements & Fixes

Implemented numerous improvements including increased prompt limits on Generate Image nodes, fixed hyperlink reading in Gmail reader, added exponential backoff to Google Calendar updater, plus 15+ additional optimizations to enhance stability and performance.

3.0.2Apr 24, 2025

OpenAI Image Generation

Make things Ghibli directly on Gumloop. Beautiful AI images directly in your flows with our new support for the OpenAI image generation API.

Dark Mode

We've finally added dark mode! Toggle between light and dark themes in your settings to reduce eye strain during those late night building sessions.

GPT4.1, o3, o4-mini Support

Stay on the cutting edge with support for OpenAI's latest models - GPT4.1, o3, and o4-mini, giving you more options to balance performance and cost.

Google Ads Integration

Manage your Google Ads campaigns directly from Gumloop. Read performance metrics and create new ads without leaving the platform.

Google Slides Writer

Create and update Google Slides presentations automatically with our new writer node - perfect for generating reports and presentations from your data.

New Hub Look and Feel

We've completely redesigned the Hub to feel more modern and intuitive.

Google Drive Folder Creator

Create and organize folders in your Google Drive directly from your flows, making document management and organization seamless.

Google Calendar Updater

Update existing calendar events with new information, perfect for adjusting meeting details or adding notes as your plans change.

15 New guMCP Servers

We've expanded our integration capabilities with 15 new guMCP servers.

3.0.1Mar 15, 2025

Google Slides Reader

You can now read and extract content from Google Slides presentations in your workflows.

Gumloop Incognito Mode

Run flows with zero data retention for enhanced privacy and security. Learn more at gumloop.com/blog/gumloop-incognito-mode

10+ New guMCP Integrations

We've added native support for Stripe, QuickBooks, YouTube, Google Ads, Hacker News, Google Meet, Shopify, Discord, LinkedIn, Zoom and more through guMCP.

New Design System

We've launched our new design system to make Gumloop more beautiful and consistent. Check it out at gumloop.com/design

Bug Fixes

Various bug fixes and performance improvements across the platform.

3.0.0Mar 20, 2025

Workflow Builder UX Update

We've rolled out one of our biggest updates ever to the look and feel of building on Gumloop. Read more about it here: https://www.gumloop.com/blog/new-look-and-feel

Trigger Reliability Improvements

We've handled a lot of edge case bugs with triggers and made them more reliable overall.

2.13.0Mar 7, 2025

Google Calendar Trigger

You can now trigger a workflow to run x minutes before a meeting starts. Perfect for preparing for upcoming calls.

Google Sheets Trigger

Trigger a workflow when a row is added or edited in a Google Sheet.

Slack DM Sender

You can now send Slack DMs with the existing Slack message sender.

Claude 3.7 Support

We've added support for Anthropic's new model.

Automatic Workflow Descriptions

Your flows now automatically get accurate AI-generated descriptions. Titles and more coming soon.

Arcads Node

You can now generate AI UGC video with arcads.ai natively on Gumloop.

Node Improvements

30+ node improvements for our most popular nodes

UX Improvements

It's more clear when you have to save, how to view other versions, and rendering got faster!

2.12.0Feb 13, 2025

AI Web Research Node

You can now give AI a research goal and it will return all the answers you're looking for after exploring the web. Imagine if perplexity and our extract data node had a baby, but better. It's magical.

Discourse Node

You can now read posts from a discourse forum!

HIPAA Compliance

We're officially hipaa compliant, check out trust.gumloop.com to learn more.

CSV Enhancements

Much better ux with CSV nodes. They actually allow file as an input now for reader, and for writer you don't need a file to write to it anymore

Relative Dates

On most of our data reader nodes (slack reader, calendar reader, etc), you can now select relative dates like 'last 4 days' or 'next 5 weeks'

Infrastructure Improvements

We've improved our core infra to support more users and flows.

Bug Fixes

We addressed ~20 user reported edge case bugs in popular nodes and tweaked UX

2.11.0Feb 7, 2025

Gemini 2.0 Support

You can now use Gemini 2.0 in your flows! Read more here: https://blog.google/technology/google-deepmind/gemini-model-updates-february-2025/

Perplexity Sonar Support

Integrated Perplexity's most powerful reasoning models for enhanced processing capabilities.

Account Management Updates

Added ability to change email and delete account without contacting support.

Enhanced Gummie Assistant

Expanded Gummie's capabilities and interface space for improved assistance.

2.10.0Feb 4, 2025

O3 Mini Support

Added support for OpenAI's new O3 Mini model. This model offers superior intelligence at a more cost-effective price point.

Improved Node I/O Viewing

Completely revamped the user experience for viewing inputs and outputs of nodes, making it more intuitive and easier to navigate.

AI Content Detector

Integrated GPT-Zero functionality to help determine if content generated by your flows is obviously AI-generated.

Twitter Scraper

Added Twitter scraping capabilities (Note: users must provide their own Twitter API key).

Enhanced Settings Management

Improved visibility into workspace and organization activities through an enhanced settings page.

Bugs & System Improvements

Implemented various bug fixes and reliability improvements across the platform.

2.9.0Jan 28, 2025

DeepSeek Support

You can now use the most hyped model on the market across your workflows! It's shockingly intelligent and cheap!

Gumloop Forum

Our brand new forum is live! https://forum.gumloop.com/ From now on when you have a support ticket, or any general question please post it over there! We'll be slowly migrating from discord there so we have a persistent and more searchable source of information. Feels like a strange shift, but trust us it'll be worth it :)

History Revamp

The /history page is now faster and cleaner. It also FINALLY shows the correct number of credits for flows that ran with subflows! Same goes for your credit count on the flow builder, it's now considering credits spent within subflows.

Workspaces

We've reworked how 'gumloop workspaces' work. They're now tied to the organization they were created in so admins can have a clear view of how teams are collaborating and where credits are being spent!

SSO, SCIM/SAML

This is only really valuable if you're a large enterprise but if you are.

Upgrade Airtable Node

The airtable node got a huge functionality boost based on feedback from our new hire Aron who used to work there. Much more functional now!

2.8.0Jan 19, 2025

1

Improved UI

The flow building page got a huge facelift. Hopefully it feels more spacious and navigable now.

2

AI List Sorter

Pass in a list of values and a natural language explanation of how you want them ordered into our newest AI node for smart sorting. (ex: provide a list of contacts at a company and a prompt explaining you care about marketing leadership. It will put all marketing employees to the top)

3

Snowflake Integration

Integrate your flows directly with your snowflake data.

4

Bing Search

Search bing via our web search node!

5

LinkedIn Integration

Linkedin Job posting scraper + company scraper!

6

Job Board Scraper

Scrape job postings Indeed, CV Library, Naukri and more with a single node.

7

Confluence Integration

Read pages from Confluence

8

Attio Nodes

Many new nodes! Company reader and writer + contact reader and writer.

9

SendGrid Integration

Send emails via your own SendGrid API

10

Gumloop Learning Cohorts

We're officially starting Gumloop Education Cohorts! We're inviting a select group of users to join a week long, low commitment, education program! Everyone involved will be invited into a Slack Channel, a new Gumloop concept will be taught daily and if you complete the challenge you'll get free credits! Apply here: https://www.gumloop.com/cohorts

Bug Fixes

We addressed ~20 user reported edge case bugs in popular nodes and fixed trigger issues.

2.7.0Dec 31, 2024

1

Multi Auth Support

You can now authenticate with multiple accounts per 3rd party integration! For example, you can have as many Gmail accounts used in a single flow as you'd like now. Read more about credentials in our updated docs https://docs.gumloop.com/core-concepts/credentials

2

Gumloop SDK

We've released a python and javascript SDK to make calling Gumloop flows easier in your applications! Read more about the SDK here: https://docs.gumloop.com/api-reference/sdk/python

3

AI Workflow Building (Beta)

Our AI support bot Gummie can now add nodes to the canvas for you. Open Gummie and turn on the 'Beta' feature in the top of the chat window. Many many more improvements coming to this soon.

4

Jira Integration

Read and write to Jira!

5

Hubspot Company Updater

Update data for companies in your Hubspot with a new native updater node.

Usability Improvements

More tooltips, more clear subscription renewal info, node upgrades etc.

2.6.0Dec 10, 2024

Gumloop Interfaces

You can now build interfaces for your flows! Read more about them here: https://docs.gumloop.com/core-concepts/interfaces

Perplexity Search

Use perplexity search directly in your flows with citations!

Video Analysis

You can now use Google's Gemini models to process videos!

Facebook Ad Scraper

Get lists of active ads and their associated media (wonderful when paired with image and video analysis)

Hubspot Emailer

Send emails through hubspot.

Dynamic Model Selection

You can dynamically select the model via input for all AI nodes (ex: useful if you want your interface to have a model selection dropdown!)

Bug Fixes

So many bugs. Product reliability and usability is going to be our main focus for the near future! If you have any issues at all please create support tickets and we'll prioritize fixes!

2.5.0Nov 20, 2024

Workflow Failure Alerts

You can now get notified when a flow fails! For any flow, specify your email and get immediately notified if your flow breaks.

Real-time Run History

You can now see your recent runs for any flow from the flow builder. No more needing to go and refresh the history page to see your triggered runs!

Join Path Node

You can now rejoin conditional paths! No more needing to duplicate the same node many times after if-else nodes. See an explanation here.

Card View

You can now view your flows in a more compact card format on the hub and see how many flows are in folders

Gummie Feedback System

If gummie lies to you, you can now flag the response and we'll be notified so we can ship improvements.

☁ Azure Multi-Model Support

You can use any number of deployed models in your azure workspace now (previously was restricted to just one)

2.4.0Nov 14, 2024

Credits in Run Report

Now when you run a flow, you can clearly see how many credits it consumed at a high level and on a per node basis!

Updated Run Report UI

The run report interface has been redesigned to be cleaner and more user-friendly. Run a flow to experience the improved interface.

Credit Overages

You can now visit https://www.gumloop.com/settings/profile/general and turn on 'additional credits' which allows you to pay-as-you-go for credits for up to 2x your current plans limit.

Google Drive Folder Trigger

Workflows can now be triggered when a file is added to a folder you're monitoring on your Google drive!

Updated Documentation

Our docs were outdated for too long. They just got a full refresh to include new nodes! https://docs.gumloop.com/getting-started/introduction

2.3.0Oct 22, 2024

Node Library Upgrade

Node and general UI has been given a huge upgrade.

Monday.com Integration

Read, write and update monday.com data.

Claude 3.5 (new) support

Newest version of claude is supported platform wide.

Model Temperature Control

You can now control the temperature of the models on a per node basis.

Model Context Window Control

You can now control the context window of the models on a per node basis.

Workflow Termination Logic

It now terminates subflows when you terminate the parent flow.

UX Improvements

General node UX improvements on flow builder.

2.2.0Oct 17, 2024

1

AI Support Bot Upgrade

Gummie has gotten 10x smarter, hallucinates less and can now suggest nodes to add for your flow.

2

Large Workflow Optimizations

Output logs are no longer shortened on large flows. Run hundreds of thousands of nodes in one flowwithout any issues.

3

Media Support on X and Linkedin

You can post with images and video on both X and Linkedin now.

Various Bug Fixes

10+ bug fixes and performance improvements to make your builds more reliable.

2.1.0Oct 10, 2024

1

Custom Nodes

Build and deploy custom nodes with a few clicks by specifying inputs/outputs, letting AI handle the coding.

2

ClickUp Integration

3 new nodes to read from, write to, and update your data in ClickUp!

3

OpenAI o1 Support

Slower with worse rate limits than other models, but impressively intelligent for large analysis tasks.

4

Updated Web Crawler

You can now force the web crawler to stick to just one domain.

5

API Key Support for Enrich Data Nodes

You can now provide your own Apollo, Proxycurl, SimilarWeb, etc. API keys to reduce credit costs.

2.0.0Sep 19, 2024

1

New Chrome Extension

We've launched our new Chrome extension! Read more about it here: https://gumloop.com/blog/feature-alert-gumloop-chrome-extension/

2

Node Style Revamp

Old nodes = 🤮, New nodes = 🤩. We've given our nodes a fresh, modern look.

3

⌥ New Shortcuts

Ditch the mouse, open the settings menu on the left side of the canvas to see all our new shortcuts we now support.

4

New Note Nodes

Notes aren't ugly yellow blobs any more. They're sleek rich text editors.

5

➽ Animated Edges

Click on a node and see all its edges connected to it with nice animations. Helps a ton with understanding where data is flowing.

6

⛭ Extra Settings Menu

Many of our nodes now come with an extra settings menu where you can dig into the details and tweak advanced parameters.

1.11.0Sep 14, 2024

Copy Paste

We finally support CTRL + C and CTRL + V. Highlight multiple nodes and copy paste the entire chunk, even between subflows.

Snap to Grid

Don't spend time aligning nodes perfectly, they snap into place (if you turn on the setting).

Apify Task Runner

Run your Apify tasks directly in Gumloop instead of having to call APIs to get the data.

Supabase Integration

Supabase Table Reader, Writer & SQL Executor: Read and write like any other table based node, also feed in SQL to get rows of data outputted!

Linear Ticket Reader

Have AI read your tickets instead of just making new ones.

SERP API

You can now call the raw SERP api for rich google search results + metadata.

Outlook Calendar

Outlook Calendar (reader and writer): Same as the google cal node but for Microsoft users.

Notion Triggers

Start a flow when data is added to your Notion database.

Document Processing Templates

New document processing templates available at https://www.gumloop.com/document-processing

1.10.0Aug 21, 2024

New Permissions System

Control access permissions to all your flows similar to Google Docs. More secure by default, giving you total control over who can see and run your builds.

Extract to Table

New AI node that takes unstructured data and maps it into Google Sheet columns. Autogenerates extraction schema based on column headers. Excel, Airtable, and Notion support coming soon.

Discord Nodes

Send and read messages from Discord within your flows.

MailGun Sender

Send outbound emails using your MailGun account.

Google Drive File Writer

Create files directly in your Google Drive.

Other Node Updates

Added Notion Database updater, more Semrush nodes. JSON reader and writer revamped. Slack message reader improved for robustness.

1.9.0Aug 7, 2024

Creators Program

Launched a creator program allowing users to onboard others to Gumloop and earn 20% of annual subscription revenue for every signup. Example: 30 Pro users signed up is over 1.7k a month for 1 year. More info: https://gumloop.com/blog/advocates/

Experts Program

Introduced official expert users who can be hired to build out flows. They're labelled as **@Gumloop Expert** in the Gumloop Forum. To hire an expert: https://gumloop.com/experts . To become an expert: https://www.gumloop.com/partners/apply-to-be-an-expert

SOC2 Security & Compliance

Focused on enhancing security. In final stages before entering SOC2 Type 2 observability period. New security standards available at https://trust.gumloop.com/

General Platform Improvements

Shipped 15+ upgrades to existing nodes and several platform optimizations.

1.8.0Jul 19, 2024

GPT-4o Mini Support

Smart, fast and cheap.

Massive UI Updates

Go check out the flow builder, you'll see the difference immediately.

Multi Condition If Statements

You can now have multiple conditions on your if nodes (supports grouping of conditions as well).

Combine Text Variables

No more typing {input1}, {input2} etc. You have draggable variables to easily use now!

Semrush Nodes

Get SEO info about websites and keywords within your flows.

Google Doc HTML Support

Write styled beautiful HTML into your Google Docs now.

Various Fixes

Categorizer descriptions are optional, you can reply to emails with Gmail node, new settings menu on flow builder, all dropdowns now have search, etc.

1.7.0Jul 15, 2024

OpenAI Assistants Integration

You can now integrate your OpenAI assistants directly in your flow.

30x Workflow Speedup

For long running flows, we've modified how it's being executed under the hood resulting in up to 30x faster flow execution. If you run flows with thousands of steps you'll immediately feel the speed ⚡️

Update Google Sheet Row

You can now update existing Google Sheet rows instead of always needing to append new rows.

New Templates

Check out our updated template directory at https://www.gumloop.com/templates. We've added several new flows and will keep adding more!

Support Chatbot

You now have a support chatbot in the bottom right corner of your screen that knows all the nodes and can help guide your build.

Live Gumloop Workshops

We're hosting weekly Gumloop workshops starting on Tuesday! Our team will walk through Gumloop best practices and a use case end to end live.

1.6.0Jun 17, 2024

Extract Data

No more 'extract single item' and 'extract list item'. Just extract data with options, it's cleaner.

Google Calendar Reader

Read all data related to upcoming or past events from Google Calendar.

Notion Page Reader & Writer

Create pages and read content from pages.

LinkedIn Poster

Post content directly to LinkedIn.

Shopify Blog Poster

Similar to the Ghost blog poster, create blog posts and publish them to your Shopify website. More Shopify nodes to come.

AI Usage Dashboard

Track usage across models in a usage dashboard. Only available under your 'project' settings currently. Generally available to all users soon.

Airtable Trigger

Trigger a flow when an entry is added to your base.

Miscellaneous

New SMTP node, Datetime node now supports relative dates, categorizer accepts extra context now, literally 45 bug fixes.

1.5.0May 30, 2024

YouTube Video Series: AI Nodes & Data Manipulation

Two separate playlists of videos walking through the most important AI and data manipulation nodes on the platform: https://www.youtube.com/@Gumloop_AI

New Ghost Publishing Node

Publish blog posts directly to your ghost.org blog (this is what our blog is running on https://gumloop.com/blog)

PDF OCR

Extract text from even the most obscure PDFs with LLM Vision. It's mind blowing the information these models can infer even when the text is borderline illegible.

Hubspot Company Engagement Reader

Read all content associated to a company from your HubSpot (notes, meetings, emails, etc.) for AI to process.

Anthropic API Key

Users on the Pro plan can now input their own Anthropics key.

Miscellaneous

cc/bcc on Gmail sender, folders are much easier to use, styling upgrades throughout the platform, new guided first run experience, search query to Gmail reader to filter inbox.

Gumloop Handbook

We wrote a company handbook outlining how we work, who we want to work with and what we're working towards. https://gumloop.com/blog/handbook/

1.4.0May 18, 2024

We're Gumloop now

We've been wanting to rename for a while and finally found one we like. Read more about the why we renamed here https://gumloop.com/blog/agenthub-to-gumloop/.

Introduced Workbooks

Working with subflows has been too annoying for too long. We've added the concept of 'workbooks' so you can have tabs for related automations like sheets in a Google Sheet! This is one of my favourite features ever. Read more about the concept here https://docs.gumloop.com/core-concepts/workbooks.

GPT-4o by default

This is now the default for GPT-4 on the platform. If your nodes are using 'GPT-4', you don't need to change anything!

Automations are now called flows!

Nested automations are now referred to as sub-flows.

Viewing Inputs & Outputs

You'll notice in the feed after running an automation that you can now click 'view inputs' and 'view outputs'. Hopefully, this makes debugging your flows easier!

New Cursor Types

You can now switch between cursor types that alter how your clicks interact with the canvas. The new cursor type allows you to navigate your builds exactly like Figma! We've known we needed to do this since day 1.

Highlight to Sub-Flow

Previously if you wanted to nest an automation, you had to rebuild it from scratch elsewhere, save it, and then bring it into your current automation. Now, you can highlight several nodes using the new cursor type and auto-nest! We call this 'Making a sub-flow' now.

1.3.4May 8, 2024

Parallel Step Execution

This is the best features we've put out in a long time. We completely re-architected the backend so that your 'list mode' steps can execute several steps at the same time. What does this mean? Instead of your list mode steps going value by value, they'll run several multiple values at the same time. Automations can be up to 15x faster! Ex: say you have a list of 1000 websites and you wanted to scrape each one. Previously, the list mode would go one value at a time taking several hours. Now, it can execute up to 15 values at a time.

Salesforce Integration

You can now directly interact with your Salesforce CRM data through API calls. You can retrieve, modify, or update your CRM data in real-time, adhering to your Salesforce account's rate limits and restrictions.

Perplexity Online Models

These models have real-time access to the internet. Read more about their online models here https://www.perplexity.ai/hub/blog/introducing-pplx-online-llms

New and Improved Documentation

We've completely revamped the way our API/triggering automations via webhooks work. If you're using our APIs be sure to upgrade! https://docs.gumloop.com/getting-started/introduction

Send SMS Node

Send texts via your automations!

Google Analytics Node

You can now read all the raw data from your google analytics account for AI to analyze.

Google Calendar Node

Create events directly in your google calendar. Check out this template to see how it works: https://www.gumloop.com/templates/administration/gmail_to_google_calendar_event_creator

Delayed Email Sending

You can now delay email sending on the email notification node.

Calendly Trigger

Trigger automations when someone books a slot in your calendly.

⬆ Moving Automations Between Projects

You can now easily move automations between your projects from the hub.

Many bug fixes and usability tweaks

Product should be more stable and easier to use!

1.3.3Apr 10, 2024

🔬 GPT-4 Upgrade to New Release

OpenAI released a new version of GPT-4 with improved performance, it's now our GPT-4 default

JS support in Run Code Node

You can now execute Javascript code in the Run Code node along with Python!

Claude Function Calling

Claude models now support function calling, allowing for claude to be used in our more complex nodes ex: extract key information

Linear Integration

Create issues in Linear directly from your automations.

Automation search on Hub

Search through all of your automations on the Hub (sub folder search included) to quickly find the one you need.

Redesigned Output Logs

Much cleaner and more organized output logs for better readability. You'll see, it's beautiful.

Email Invites to Projects

You can now add people to your projects who don't have an account. They receive an email invite to join.

⌘ CMD + b Shortcut for Node Menu

A new shortcut to open and close the node menu for power users

Fixed 20+ Bugs + Many Minor Usability Features

Minor things to improve the overall experience for everyone

1.3.2Mar 28, 2024

1

Redesigned Node Menu

Revamped the node menu to improve usability and discovery.

2

AI-Powered Node Search

Users can now use natural language to describe the type of node they're searching for, and the LLM will recommend the best options.

3

Upgrading PDF Filler

Improved the PDF filler node, making it more robust and reliable than before, enhancing PDF processing and automation capabilities.

4

Attio Node

Introduced an Attio node, allowing users to write records directly into their Attio lists, enhancing data management capabilities within Attio.

5

Zendesk Ticket Reader

Added a Zendesk Ticket Reader node, enabling users to load ticket data directly from Zendesk into their automations.

6

Upgrading PDF Filler

Improved the PDF filler node, making it more robust and reliable than before, enhancing PDF processing and automation capabilities.

7

Notion Database Reader

Launched a Notion Database Reader node, complementing existing writing capabilities by allowing users to read from their Notion databases similar to Google Sheets.

8

Upgrade Google Sheets

Enhanced Google Sheets functionality, making it simpler for users to add single rows without the previous struggles with list inputs.

9

Filter Many

Introduced a capability in the filter node to filter many values simultaneously, streamlining data processing tasks within automations.

1.3.1Mar 17, 2024

1

Phantom Buster Node

Introduced a Phantom Buster node for integrating data directly from your Phantom Buster account into your automations. More information available at https://phantombuster.com/

2

More Vision Models

Expanded the selection of vision models available to include Claude 3's Opus, Sonnet, and Haiku. This update provides options for faster/cheaper alternatives to GPT-4 Vision with Sonnet and Haiku, or a higher-performing model with Opus.

3

Slack Message Reader

Launched a new capability to read Slack messages from any channel in your workspace. When combined with our Slack Trigger, this feature allows for AI monitoring and replying to messages within your channels.

4

Updated Notion Database Writer

Enhanced the user friendliness and intuitiveness of writing to a Notion database. Users who experienced difficulties with this node in the past are encouraged to try it again.

5

Updated Reddit Node

Improved the Reddit node to allow users to specify and read a number of top posts for a given time period or sort by 'Hot'/'New'. This feature is excellent for analyzing trends in subreddits.

1.3.0Mar 7, 2024

CLAUDE 3 Access

Added access to Anthropic's Claude 3 models, including both Claude Sonnet (comparable to GPT3.5) and Claude OPUS (comparable to GPT4), with pricing equated accordingly. Users can compare state-of-the-art models using the provided template. https://www.gumloop.com/templates/software_development/llm_response_comparison_tool

RUN-CODE Node

Introduced a RUN-CODE node that allows users to write Python directly within automations, enhancing capabilities for data cleaning or processing beyond existing operator functionalities.

HubSpot Integration

Implemented HubSpot integration with three separate nodes for reading contacts, updating contacts, and checking for active deals, streamlining CRM operations within automations.

Autonomous AI Web Navigation Node

Launched a highly experimental feature enabling AI to autonomously navigate web pages based on user instructions, leveraging vision for page navigation. This feature, while experimental and resource-intensive, offers a new realm of possibilities for web interaction.

Improved Web Agent Scraper Node

Enhanced the Web Agent Scraper node's user experience and added new functionalities like typing and waiting, simplifying the process of interacting with web pages in a no-code environment.

New Web Scraping Templates

Introduced a new category of web scraping templates to provide users with reliable examples of extracting data from websites, further facilitating data collection and analysis tasks.

Google Alerts RSS Node

Added a new node for reading from Google Alerts RSS feeds, enabling users to process new articles related to their followed topics, enhancing content monitoring capabilities.

1.2.10Feb 25, 2024

1

Airtable Nodes

Introduced airtable reading and writing nodes, offering similar functionality to the Google Sheets node but with direct integration into Airtable, using Airtable credentials for a seamless experience.

2

Web Agent Scraper

Launched a new web agent node that enables users to take actions on webpages, such as clicks, scrolls, hovers, and more. This is particularly useful for interacting with pages that require user action to load content, navigate, or reveal information.

3

RSS Feed Node

Added an RSS Feed node allowing users to ingest items from their personal RSS feeds, initially integrated with https://www.inoreader.com/. The system is designed to support additional RSS feed providers as needed.

4

Google Event Search

Expanded the capabilities of the advanced web search node to include Google event search results, in addition to existing functionalities such as Google image and Google hotels searches. This update was made following feedback from @aduseia.

1.2.9Feb 20, 2024

1

VISION (Analyze Image Node)

Introduced VISION support with GPT-V. The analyze image node can now process PNG or JPEG images, enabling text extraction, description generation, and object classification.

2

AI FILL PDF Node

The AI FILL PDF Node is now publicly available. It was reworked to use vision and incorporate intensive document pre and post-processing, aiming to match or exceed manual PDF filling capabilities.

3

Google Sheets Refresh

Added a refresh button to Google Sheets nodes to accommodate changes like added or deleted columns without needing to delete and re-add the node.

4

IMAGE SEARCH (Advanced Web Search Node)

Enhanced the Advanced Web Search Node to include Google Images search capabilities.

5

SEARCH COMPANY NODE

Introduced a node for searching companies by characteristics such as size, industry, and revenue.

6

DUPLICATE NODE (revamp)

Revamped the duplicate node for power users, allowing the duplication of an infinite number of values with a single node.

1.2.8Feb 13, 2024

1

Extract Item List Node

Introduced the Extract Item List node, designed to extract multiple items from a list, such as job titles, company names, and employment years from a resume.

2

Fill PDF Node

Launched a new node capable of filling PDFs with GPT's assistance, identifying and populating fields based on provided background information. Currently in an experimental phase with limited access, users interested in early access are encouraged to reach out directly.

3

Tier Upgrades

Increased GPT4 limits across all tiers, with a significant boost for premium tiers. All users' monthly refills will automatically adjust to these new higher limits, offering greater usage capacity.

1.2.7Feb 10, 2024

1

Advanced Web Search Node

Introduced an advanced web search node eliminating rate limits on searches, offering higher quality results, and increasing the number of results per search from 10 to 50. This enhancement was made in response to a request by @pushthat.

2

Enrich Contact Info Node Overhaul

Completely overhauled the Enrich Contact Info node to improve accuracy significantly. Users can now specify details about the person they want to find, including job title within the company, name, and LinkedIn profiles.

3

Error Shield Node

Added the Error Shield node to allow users to wrap any problematic node and have it fail safely, ideal for large batch operations where a single failure shouldn't disrupt the entire process. Thanks to @Johannes Sp for this suggestion.

4

Ctrl + S Shortcut for Saving

Implemented the ability to save automations using the classic Ctrl + S keyboard shortcut, enhancing user efficiency.

5

Folders for Organization

Users can now organize their automations into folders, with support for infinitely nestable folders, improving project management and navigation.

6

Twitter Thread Node

Introduced a Twitter Thread node allowing users to post a series of tweets in a thread, accommodating more extended communication needs.

Performance Improvements

Addressed and fixed issues causing lag in loading some user builds, ensuring smoother operation and user experience.

1.2.6Feb 1, 2024

1

Dynamic Google Sheets Reading and Writing

Google Sheets nodes have been made completely dynamic, simplifying the process of handling their list inputs and outputs and reducing confusion for users.

2

New User View

Enhanced the ability to generate interfaces for automations to share with others without exposing the underlying automation. This feature has been completely revamped for better usability and sharing capabilities.

3

Saving Automations

Improved the automation save and rename flow. Renaming an automation no longer creates a duplicate, aligning more closely with conventional file management expectations.

4

Duplicating Automation

Added the option to duplicate any automation directly from the hub, enhancing workflow efficiency by allowing users to quickly create copies of their work.

5

YouTube Channel

Launched a YouTube channel to provide tutorials and walkthroughs, assisting users in building on the platform. The latest video features a tutorial on automating outbound sales. Channel: https://www.youtube.com/channel/UCQJ5GMM0afVO2AQ_AguMF0w

1.2.5Jan 25, 2024

1

Premium Web Crawler

Integrated with nero.ai to offer a premium web crawler. Users can link a website and describe in natural language what pages they want scraped, enhancing the data collection process.

2

Project Permissions

Introduced more granular project permissions, allowing admins to control user permissions on a per-automation basis. Members can be restricted from editing, viewing credentials, or seeing certain automations, ideal for consultants and customer projects.

3

Perplexity Support

Added support for Perplexity's open-source model 'pplx-70b-chat', with plans to support more models in the future.

4

Dynamic Data Extraction

Enhanced data extraction to output each piece of data as a separate output, eliminating the need to wrestle with arrays. This improvement was made in response to a request by Zach.

1.2.4Jan 18, 2024

1

IF-ELSE Node

Introduced a new concept of conditional flows with the 'If Else' node, allowing users to wrap any node in a parent 'If Else' node and choose which branch of the automation to execute based on simple conditions.

2

(BETA) Enrich Company Info Node

A new node that outputs useful information about a company such as LinkedIn URL, industry, phone number, and monthly web traffic when a company's website is provided as input.

3

(BETA) Enrich Contact Info Node

Outputs contact information for individuals working at a provided company's website, including email address, LinkedIn, job title, etc. Future updates will allow for searching specific people/positions within a company.

4

Optional Outputs

Introduced the ability to choose the outputs you want on both the Enrich Company Info and Enrich Contact Info nodes, enhancing customization.

5

Create List Node

Added a new node useful for merging a collection of strings into a list, facilitating better data organization.

6

Combine Lists Node

Introduced a new node for stitching together multiple lists into a larger list, useful for aggregating data.

1.2.3Dec 21, 2023

1

Google Gemini Support

Introduced support for Google's Gemini model across all AI nodes, replacing the 'ask Chat GPT' node with an 'AskAI' node. Users can now select their preferred AI model within the 'AskAI' nodes from the dropdown menu in the node settings.

2

Edge Type Selection

Added a feature allowing users to choose their preferred edge type (straight or curved) within the automation builder. This option is accessible in the header of the pipeline builder, addressing user feedback for customization.

1.2.2Dec 14, 2023

1

Ability to Combine Multiple Strings

Enhanced the 'Combine Text' node to support the combination of many strings at once, simplifying automation flows by eliminating the need to chain multiple 'Combine Text' nodes.

2

'Extract Key Information' Node

Introduced a new node designed to extract a single piece of information from a document or input. This node can be found under the 'using AI ' node category, further enhancing the platform's data processing capabilities.

1.2.1Dec 12, 2023

1

Automations as Nodes

Introduced the capability to use automations as nodes within other automations, enabling the reuse of automations across multiple projects. This feature enhances modularity and efficiency, akin to defining and calling functions in programming. Detailed documentation available at https://docs.gumloop.com/core-concepts/automations_as_nodes

2

Translate Node

Added a new node that supports translation in 30+ languages via the Google Translate API, expanding the platform's language processing capabilities. Thanks to @Danny and @ShinyBidoof for this suggestion.

Bug Fixes

Addressed multiple bug fixes to improve the stability and reliability of the platform. Users are encouraged to report any encountered bugs for prompt resolution.

1.2.0Dec 7, 2023

We really wanted to make the building experience more enjoyable so we implemented everything power users have been asking for

Auto Formatting

Introduced an auto formatting feature that rearranges automations into a clean flow structure with just one click. The button for this feature is located in the bottom right of the builder.

Nicknaming Nodes

Nodes can now be renamed to help organize and differentiate components within your automations more effectively.

Undo + Redo Functionality

Added support for undoing any change with ctrl-Z and redoing with shift ctrl-Z, enhancing the editing experience.

Multi Node Highlighting

Enabled highlighting of multiple nodes by holding shift, allowing for bulk movement or deletion as one unit. Ctrl/cmd can also be used for selecting multiple nodes.

Backspace Node Deletion

Nodes can now be deleted quickly by clicking on them and pressing backspace. The delete key is also supported for this action.

New Edge Style

Updated to straight line edges for connections between nodes to make large automations look less cluttered and more organized.

Cost Per Run

For users on the pro plan with their own OpenAI key, the cost of each run can now be viewed on the /history page. This applies only to future runs; previous runs will be marked as having cost $0.00.

1.1.6Dec 5, 2023

1

Resuming Automation Runs

Introduced the option to resume an automation run from any node, preventing the need to restart long automations from the beginning if they fail near the end.

2

Auto Upgrading Nodes

Implemented a warning for out-of-date nodes within automations. Users can right-click the node and select 'upgrade' to swap in the newest version seamlessly.

3

Slack Triggers

Added the ability to trigger an automation with a message to a Slack channel. This feature is accessible via the triggers menu in the automation builder.

4

Date Time Node

Added a new node that allows the use of the current date and time in any custom format within automations, enhancing the flexibility and functionality of time-based operations.

1.1.5Nov 28, 2023

1

File Picker Overhaul

Completely redesigned the file upload screen for better legibility. Uploaded files can now be sorted by size, date added, and name.

2

Projects Popup Redesign

Redid the popup for switching between projects, making it much more intuitive.

3

Excel File Support

File reader now supports .xls and .xlsx file types, enhancing data management capabilities.

4

New Blog Post: Intro to GPT Functions

Published a new blog post focused on using GPT functions to force GPT to reliably return structured output. This is particularly useful for those needing precise answers or JSON-formatted responses from GPT. Read more at https://www.gumloop.com/blog/gpt_functions_guide

1.1.4Nov 24, 2023

1

Collapsible Nodes

Introduced the ability to collapse nodes within automations, aiding in decluttering the workspace, especially for nodes with extensive inputs. Thanks to @ChillY BillY for suggesting this feature.

2

Right-Clicking Nodes for Options

Implemented a new feature where right-clicking on the header of nodes displays options such as 'Delete Node' and 'Duplicate Node'.

3

Zapier Integration

Added functionality to trigger Zaps from Zapier directly via Gumloop pipelines, expanding integration capabilities.

4

Gmail Sender Drafts

Updated the Gmail sender to allow for the creation of draft emails, providing users with the option to review before sending.

5

Web Crawler Enhancement

Improved the thoroughness of the web crawler, ensuring it captures all links at the expense of slightly longer operation times. Credit to @andrebran for the feedback.

Define Open AI Function Improvements

Enhanced the functionality for defining Open AI functions, including the ability to delete dynamically defined function parameters and a dropdown for the 'type' field to eliminate guesswork.

1.1.3Nov 23, 2023

1

Text to Speech Node

Introduced a new Text to Speech node with support for 11 Labs. We're open to adding more providers based on user feedback.

2

Text Highlighting

Implemented a feature allowing users to highlight text within a node using their mouse without inadvertently dragging the node.

3

Community Agents

Added 3 prebuilt agents to your hub for immediate use. Users interested in sharing their own agents are encouraged to contact us.

4

Automation Saving Alert

Added a warning alert for users attempting to leave the tab without saving their automation, preventing accidental loss of work.

1.1.2Nov 21, 2023

1

PROJECTS Refactor

Completely refactored projects to improve collaboration on automations. Added the ability to easily switch between projects via the user profile icon and introduced the option to delete projects.

2

Documentation Overhaul

Overhauled our documentation to update all node-related documents and include how-to guides for getting started with webhooks, triggers, etc. We now refer to operators as nodes, aiming for better intuitiveness for new users.

3

JSON Formatting Improvement

Improved the formatting of JSON outputs in pipelines for better readability, making it easier to work with functions. Thanks to @ChillyBilly for the suggestion.

4

Slack Integration

Introduced the ability to send messages on Slack via Gumloop, enhancing communication capabilities.

5

Gmail Sender Update

Updated the Gmail sender to allow sending emails via your own Gmail account, providing a more personal touch to your communications.

6

Email Notification Sender

Renamed the old Gmail sender to email notification sender, which sends emails from Gumloop's general address.

7

Gumloop Blog

Launched a blog within Gumloop to post updates and insights about our work on the platform. Several posts have already been published, with more to come.

1.1.1Nov 15, 2023

1

Default Automations in Agent Builder

Added default automations (send email, tweet, summarize youtube, etc.) to the agent builder, enabling users to quickly create and deploy useful agents.

2

Search Bar in Node Menu

Introduced a search bar in the node menu to eliminate the need for scrolling through options. Additionally, operators have been rebranded to nodes.

Agents Performance and UI Improvements

Made Agents faster and improved the UI for a better user experience.

1.1.0Nov 14, 2023

1

Agents

Introduced the ability to build a custom chat bot in seconds that can use your automations like tools in its toolkit. A demo video is available showcasing this new feature.

2

Premium Tiers

Introduced new premium tiers: Starter, Pro, and Enterprise, while ensuring all core functionality remains free forever.

3

Operator Updates

New Scorer operator uses GPT to score your input from 0-100 based on the criteria you define. Added (Premium) Advanced Web Scraper, (Premium) DALLE-3 support, and (Premium) GPT4-128k support in all AI operators.

UI Improvements

Updated the UI builder to feel cleaner and more spacious, enhancing the overall user experience.

1.0.7Oct 20, 2023

1

Google Docs Writer

Added a Google Docs writer, enabling direct writing to Google Docs within automations.

2

Google Sheets Writer

Added a Google Sheets writer, facilitating direct manipulation and creation of Google Sheets.

3

AskChatGPT Single Value Operator

Added a new AskChatGPT single value operator for extracting a single value directly from GPT's responses, eliminating any unnecessary content.

4

Auto Scrolling of Output Logs Fix

Fixed the annoying auto-scrolling behavior of output logs, improving the user interface experience.

5

Improved YouTube Transcript Operator

Improved the YouTube transcript operator to handle videos in any language, expanding its usability.

1.0.6Oct 16, 2023

1

Read Google Drive Files Operator

Added a Read Google Drive Files operator, allowing for direct integration with Google Drive for reading files.

2

Get Typeform Responses Operator

Added a Get Typeform responses operator for retrieving responses directly from Typeform.

3

Define Inputs for API Calls

Added the ability to define inputs when calling an automation via API, enhancing the flexibility of API-driven automation triggers. Example inputs provided for clarification.

4

Pipeline Execution Speed

Sped up pipeline execution by 10x, reducing node execution time from seconds to milliseconds, significantly improving performance.

5

Duplicate Operators Feature

Added the ability to duplicate operators within the automation builder, simplifying the process of creating complex automations. This idea was contributed by @andrebran.

6

Google Docs Reader Node

Introduced a new Google Docs node, allowing for direct integration with reading Google Docs in your automations.

7

Google Sheets Reader Node

Added a Google Sheets node, enabling direct integration with reading Google Sheets for data manipulation in your automations.

8

Gmail Event Triggers

Implemented Gmail event triggers that activate an automation every time you receive an email, enhancing the responsiveness of your automations.

1.0.5Oct 12, 2023

1

DALL-E 2 Operator

Generate AI images directly in your automations instead of having to paste the descriptions elsewhere.

2

Call API Operator

You can now call any API you can imagine in your automations.

3

Web Crawling Operator

Recursively scrapes links on a webpage, great for exploring all links on a website and their respective links.

4

Frontend Lag Improvement

Massively improved the automation builder so there's now 0 lag even with super complex automations.

5

Better Error Handling

It's way more obvious when there's an error in your automation (improperly linked operators, missing inputs, etc.) before you run your automations. No more scratching your head at errors.

1.0.4Sep 22, 2023

1

Templates

Added 45+ prebuilt and annotated pipelines on our new templates page. Run them as is or clone them to tweak them for your specific use case. Check out templates here: https://www.gumloop.com/templates

2

Triggers

Added a new way to start pipelines with time-based triggers. Event-based triggers coming very soon (Github, Slack, Discord, and more).

3

Documentation

Updated documentation including a getting started guide, core concepts section, and operator descriptions. Available at https://docs.gumloop.com/getting-started

4

New nodes - Data Loaders

Introduced new data loaders: Youtube Video Transcript Reader, Reddit Scraper, CSV column/row reader, Gmail and Outlook now use OAuth, and Zip File Reader.

5

New nodes - Using AI

New AI nodes include Categorizer (dynamically define categories and have GPT apply them to any content), AI Filter (filter a list of items with natural language), and Summarizer (summarize content of any length into a short concise blurb).

6

New nodes - Data Writers

Added new data writers: GitHub PR Commenter, GitHub PR Description Inserter, Gmail and Outlook Senders now use OAuth (you can send emails from your account!).

Other Updates

Introduced Notes feature to annotate automations with markdown to make them more readable.

1.0.3Jul 21, 2023

1

Trigger Pipelines via Other Pipelines

You can now create ultra complex automations with multiple intertwined pipelines. A pipeline can essentially be treated as a reusable function!

2

Refactored User Experience and Interface for Pipeline Building

We completely refactored the user experience and interface for pipeline building. It's now much easier to create and publish your creations, especially those that require lots of room or are more complex.

3

Restructured Projects

'Projects' have been restructured. You can now visit the projects tab, create a new project, and add collaborators so that multiple people can work on the same automations and share an open Ai token!

Damn, you really scrolled all the way to the bottom huh. Appreciate you 🫶

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