Changelog

Gemini 4 Argon and Muse Wonder

More Control Over Skills for Agents

Reflections Catch Conflicting Instructions

Triggers Can Ask a Model Before Firing

Improved Subagent Use

Long Tasks No Longer Pause to Compact

Send Your Agent a Voice Message

Invite Teammates From Slack

Wispr Flow MCP

Platform Improvements

• Gumball can now keep up to 100 active triggers per agent, up from 10.
• Improved reconnecting to the live browser view after a dropped connection.
• Reply approve by text once to approve everything a subagent is waiting on.
• Chat widgets can now pull live data from your connectors.
• Deleting a task now stops it if it is still running.
• The Tasks page now filters by Source and Agent, and sorts by credits.
• Search your full Reflections history and filter to Needs Review, grouped by when they happened. Learn more
• Settings > Organization groups Agent Defaults, Model Access, and API Keys & Proxies under one AI Settings section, with model fallbacks next to the default model.
• Organization Insights pages load instantly.
• A page in an HTML artifact can now embed another page from the same artifact.
• Agent sessions opened from Devin now show Devin as the source.

Model Updates

• Use your own SpaceXAI API key for Grok models from API key settings.
• GPT models now offer a Fast speed, and GPT-6 Astra and GPT-6.1 Sol add Ultrafast.

Developer API

• The Agents API now sets the browser device and proxy mode through abilities.browser. Read more here: https://docs.gumloop.com/api-reference/agents/update-agent-abilities
• Creating or renaming a skill with a taken name now returns skill_name_taken instead of saving a numbered copy.

Bug Fixes

• Fixed agents and subagents sometimes not continuing after clicking on an approval.
• Fixed tasks that set up a custom trigger getting stuck partway through.
• Fixed the Move agent dialog not warning which triggers a move would delete.
• Fixed Evaluations offering the Auto model, which evaluations cannot run on.
• Fixed the task name flashing blank when opening a task.
• Fixed tasks started through the API missing from Recent tasks.
• Fixed artifact link and network prompts not closing when you click outside them.
• Improved load times for connector usage analytics.

Agent-Owned Secrets

Always-Incognito Agents

Agents Can Manage Your Files

Play Video and Audio Files

58 New Salesforce Tools

Sequel MCP

Platform Improvements

• Organization model presets now live on Settings > Agents, where Enterprise admins pick the default model for new agents and set each preset's reasoning and fast mode. The Recommended preset is now called Balanced. Learn more
• When the agent browser needs an API key or token you already saved in Gumloop, it uses it instead of asking, and the handoff card lets you pick a saved secret instead of pasting one.
• When Gumball texts you a browser handoff that needs a login or a code, the link opens a small answer page and the result comes back by text. Learn more
• Approvals raised by a subagent now reach you by text when you started the task by text, and you can reply approve.
• Agent sessions opened from ChatGPT, Claude, Cursor, or Grok now show that app as the task icon and origin.
• Approval cards now name the connector, trigger, or schedule involved and list every change an update applies.
• A subagent that runs out of its step or credit budget now pauses for approval instead of failing.
• Members with the Security role can now view custom roles and each member's access.
• Long chats start faster and stay smoother while tools run and replies stream.
• Improved screen reader and keyboard accessibility across the app.

MCP Improvements

• Zendesk: Agents can now read, create, and reply to side conversations on a ticket.
• Cursor: Agents can now manage environments, builds, and secrets for cloud agents.

Developer API

• The Agents API can now create an always-incognito agent, toggle it with PATCH /agents/<id>/incognito, and turn Chat Widgets on or off through abilities. Read more here: https://docs.gumloop.com/api-reference/agents/update-agent-abilities
• Sessions opened through the Gumloop MCP now report which client opened them.

Bug Fixes

• Fixed stopped subagents being reported as finished.
• Fixed a background subagent's task showing as sent by User instead of the agent that delegated it.
• Fixed misleading errors in the agent browser for busy tabs and sites that do not exist.
• Fixed failed custom Slack app installs getting stuck instead of showing the error.
• Fixed some connectors, including Stytch, failing to connect with an expired state error right after a successful sign-in.
• Fixed Don't ask again not sticking on Manage Artifact approval cards.
• Fixed agents with thousands of skills failing to start their Computer.

Claude Haiku 5.5

One Settings Tab for Every Artifact

ChurnZero MCP

Platform Improvements

• Upload and crop your own thumbnail for an artifact from its settings.
• An artifact on your custom domain now opens as just the artifact, with no Gumloop header.
• Artifacts shared with a team, organization, or link are view-only. Invite people as Editors from the artifact's settings to let them edit.
• When an agent pauses to connect an app, the card now tells you if your login was revoked, reconnects the right account, or lets you request access to a restricted connector.
• Auto Message Steering and Slack thread replies can now use GPT-6 Luna as their judge model as well as Jev.
• When a connector's service is down, the agent says so instead of asking you to reconnect.
• Back-to-back messages you send sit together instead of looking like separate turns.
• An artifact that uses your connected apps stays on screen while you confirm them, and opens faster next time.
• Long running agent tasks are now more efficient and reliable.

MCP Improvements

• Fixed connecting Stytch ending on a Connected App not found page.

Model Updates

• Claude Sonnet 5.5 cache reads now cost half as much.

Developer API

• The Agents API now configures everything the agent panel does, including abilities, knowledge sources, subagents, triggers, and delete. Read more here: https://docs.gumloop.com/api-reference/agents/create-agent

Bug Fixes

• Fixed agents on fast models like GPT-6 Luna and Gemini Flash having no fallback to another provider during an outage.
• Fixed Slack-triggered agent tasks staying in progress for hours when Slack rate-limited progress card updates.
• Fixed the agent browser reporting a tab as busy after many steps on the same page.
• Fixed queued messages getting stuck instead of starting once the agent finished.
• Fixed uploading several skill archives at once creating one skill instead of one per archive.
• Fixed hosted artifacts on gumloopartifacts.com failing when they used the viewer's connectors.

Share an Agent Trigger With Its Users

Scripts Can Call AI Models

Set Up Your Own Sign-In Page

Skilljar MCP

Platform Improvements

• Your task history sorted by last activity loads much faster on busy agents.
• Long replies stream more smoothly.
• Cmd+Enter in an empty message box sends the first queued message now.
• Texting Gumball a new task a minute after the last one starts a new thread, and it knows who is texting and your recent threads. Learn more
• Impact reports now describe the kind of work your agents did, count browser and Gumball tasks, and are easier to scan.
• Slack links in chat now show the channel, author, and message instead of a raw URL.

MCP Improvements

• A custom connector that rejects the connection now shows the reason instead of asking you to connect an account again.
• A connector whose sign-in was revoked now asks you to reconnect instead of failing every call.

Developer API

• Ask a decision model a typed question and get a probability per question instead of text. Learn more

Bug Fixes

• Fixed cases where clicking Approve on an approval card did nothing until the page was reloaded.
• Fixed artifacts and queued messages from a background chat acting on the chat on screen.
• Fixed queued messages being left in-progress after a new message was sent.
• Fixed the Fetched page preview being empty when the page had no description.
• Fixed in-progress custom agent tasks not showing a loader in the sidebar.
• Fixed cases where Computer scripts malfunctioned when an environment variable held a quote or newline.

Smarter Replies in Slack Threads

16 New Connectors

Improved Agent Chat Performance

Platform Improvements

• Link your phone number from Gumball home to get Daily Chew and Meeting Prep by text.
• Connectors an agent adds to itself mid-chat now show in the changes list above the input.
• Texting Gumball mid-task adds to the task instead of restarting it.
• Slack mentions now show as @Name chips in chat, and the agent can mention people back.
• Tasks and sidebar Recents now sort by last activity.
• Brain syncs are more reliable, large-source estimates arrive in minutes, and a source that keeps failing pauses and tells you.
• Suggestions from Reflections are more accurate.
• The chat completions API now supports tool calls and images, and sessions can be named on create. Read more here: https://docs.gumloop.com/api-reference/chat-completions/create-completion
• File Viewers no longer see version history or the access list.
• Expired team and organization invites can be resent.
• Custom role Usage Limits now show concurrent agent task limits.

MCP Improvements

• Agents can now save a draft to your Slack composer for you to review and send.
• Slack: Fixed search skipping 1:1 DMs when searching multiple conversation types.
• Clearer error when no Salesforce account is connected.

Bug Fixes

• Fixed cases where agent turns failed before calling the model.
• Fixed re-uploading a same-named file in a chat leaving the agent on the old copy.
• Fixed Slack messages with bold text or an ampersand showing twice in chat.
• Fixed a collaborator's tab continuing someone else's paused task.
• Fixed some older Brain sources not syncing on schedule.
• Fixed agent chats stuck on Thinking after a dropped connection until you switched back to the tab.

Text Your Gumball (Beta)

See What an Agent Changed About Itself

Auto Message Steering (Experimental)

SharePoint in Brain

Platform Improvements

• Message an agent from Slack's agent panel and it knows which channel, thread, or canvas you have open, so "summarize this" needs no link.
• Compute credits in the chat credit breakdown now update as the agent works instead of landing when the run ends.
• Finished agent steps show how long the agent worked on them.
• Tasks filters now sit in a bar above the table, the header stays pinned as you scroll, and you can choose which columns show.
• Artifact links now use your organization's custom domain by default if configured.
• Create Brain sources and upload files to them from the API, or keep a folder synced into Brain with gumloop brain sync in the CLI. Read more here: https://docs.gumloop.com/cli/brain

MCP Improvements

• GitHub: Agents can now create, view, and merge stacked pull requests.
• Jira: Agents can now restrict a comment to a role or group instead of everyone on the issue.
• Zendesk: Creating a ticket with only a requester email no longer fails, and agents can name the requester.

Bug Fixes

• Fixed replies in a Slack thread a teammate started failing with a permission error for people who can use the agent.
• Fixed connector calls failing about an hour into long agent runs.
• Fixed the Slack progress card still saying Working on next step after the agent posted its final reply.
• Fixed files an agent shares in Slack being posted as Gumloop instead of the agent.
• Fixed the Slack plan block collapsing every time it updated.

Faster, Cheaper Agent Tasks

A New Look for Agents in Slack

Choose a Model per Trigger

Reflections Find Wasted Credits

Unipile MCP

AppsFlyer MCP

Platform Improvements

• The Secrets page is now called Vault. Old links still open it.
• Agent Performance now shows how tasks ended over time and marks agent changes on the credits chart. Read more here: https://docs.gumloop.com/core-concepts/agent_performance#task-outcomes
• Insights has a new Brain tab, and each Brain source shows what every sync cost in its History. Read more here: https://docs.gumloop.com/enterprise-features/organization_insights#brain
• Brain searches now appear in the chat credit breakdown and the Credit Usage filter. Read more here: https://docs.gumloop.com/core-concepts/brain#credits
• Organization Usage in Insights shows each member's monthly credit cap next to their spend. Read more here: https://docs.gumloop.com/enterprise-features/organization_insights#monthly-cap
• Members near a custom-role credit cap see a Request Credits button in the sidebar once 80% is used.
• Hosted MCP servers are tied to their GitHub repository, so deploys no longer need the GitHub App credential or your own GitHub connection.
• Mark any finished task as unread from its sidebar menu.
• Artifacts on a custom domain hide the Built on Gumloop badge and exit control in full screen.
• Data drains to Datadog no longer require an Application Key.

MCP Improvements

• GitHub: An expired SAML SSO session now returns a clear message with the re-authorization link instead of a generic error.
• Custom MCP connections renew their sign-in ahead of expiry, so the first task after a long gap no longer waits on it.

Bug Fixes

• Fixed OpenAI models failing with "finished without sending a final answer" when the provider filtered the response. The agent now says why it stopped.
• Fixed agents stalling on Getting started when one of their MCP servers was unreachable.
• Fixed tasks on Auto mode occasionally stalling before their first step.
• Fixed ordinary words and numbers in agent output being replaced with SECRET_REDACTED when a secret had a short or generic value like 1 or no.
• Fixed the subagent picker missing organization-shared agents from your own workspaces.
• Fixed file downloads from artifact buttons failing with Network request failed.

Talk to Your Agents

Read Receipts for Chats

Google Campaign Manager 360 MCP

See What Each Member Can Use

Platform Improvements

• Agent turns start faster in long chats and for agents with many secrets.
• Auto mode picks its lane faster and no longer charges credits for the pick.
• Agents route around a model provider that is down instead of sitting on Thinking.
• Agents drop stale attachments from what they send the model, so long chats stay fast and cost less.
• You can now download files from artifacts.
• The artifact viewer opens faster and no longer reloads while you use it.
• Agent Owners can now choose whether Users can make a copy of the agent.
• Adding a connector to a team agent no longer asks you to connect your own account first.
• Agents you co-own now appear under Shared with me.
• Model access requests blocked at the organization level now go to whoever manages models, who can allow it for everyone in one click.
• Smart Inbox drafts reply all when other people are on the email, and skips calendar invites with no note.
• Data exports and drains can now include Evaluation results.
• Insights charts only offer intervals that fit the date range, and the page stays put when you change one.
• Insights, the Connectors page, and agent Connectors and Skills sections load faster for large organizations.
• The Brain source picker now lists every Confluence space, shared drive, and GitHub repo.
• Step through the files and images in a chat message with the arrow keys.
• Selecting an image in a skill now shows a preview.
• Monday.com subitem triggers now pass the item ID, board, event type, parent item, and subitem-only columns.
• A knowledge source whose connection expired during setup now tells you to reconnect the app.
• Start a new task from the + button in the sidebar.

MCP Improvements

• Asana: Agents can now read and add task comments, and list project members with each member's access level.
• Extend: Agents can now detect form fields in a PDF and fill or edit it.
• Gumloop: 28 more public API tools, covering teams, custom roles, members, evaluations, and stopping runs.
• HubSpot: Agents can now read, write, and attach notes to contacts, companies, deals, and tickets.
• Agents can now search and run tools from Firecrawl's Alexandria catalog.
• Outreach: Agents can now deliver and advance sequence tasks, and thread a one-off email into a follow-up sequence.

Bug Fixes

• Fixed sign-in on Safari and iPhone failing with a popup blocked error.
• Fixed agent skill edits being undone a few seconds after saving.
• Fixed a reconnected connector still failing while an old dead login existed.
• Fixed a personal account pinned on a team agent breaking the connector for teammates.
• Fixed agents treating their own Slack posts as someone else and appearing twice in Participants.
• Fixed unconfigured agents getting a placeholder description.

Agent Owners and Users

Steering is now Instant

Customer.io MCP

LinkedIn Ads MCP

Marketo Engage MCP

Platform Improvements

• The sidebar now has an Agents section and a Tasks section. Search your recent tasks, filter them by where they came from, and step through them with the arrow keys.
• Gumball home now shows your Daily Chew, Smart Inbox drafts, and connectors on one page, with a Routines section to set when Daily Chew and Meeting Prep run.
• Long chats stream more smoothly, and agents reuse more of the prompt between turns so each turn starts faster.
• Create With AI for triggers now starts from a connector picker, so the Trigger Builder knows which app to watch.
• Agents with no description get one written from how they are configured and used, and it stays current. Descriptions you write are never touched.
• Connecting a Slack app to an agent now ends with an Open in Slack link that drops you into the bot DM.
• Gumball now uses your own connected key for optional connectors like Firecrawl, Apollo, and Exa, and falls back to the Gumloop key only when you have none.
• Opening a Meeting Prep from the calendar or history opens the chat it was delivered in, so your feedback shapes the next run.
• Model pickers now show which API key each model will run on.
• Organization Insights charts can now bucket by day, week, or month.
• Manage Evaluations is now on by default for new agents.
• Gumball comes in a sixth flavor, tangerine.

MCP Improvements

• Gmail: Agents can now read your email signature, so drafts end the way your own emails do.
• Linear: Agents can now create and update documents attached to a project or issue.
• Exa: Searches and page fetches can be pinned to how a page looked on a chosen date.

Bug Fixes

• Fixed one person reconnecting an MCP connector breaking that connector for everyone else in the organization.
• Improved syncing for Brain sources built on MCP connectors, so each sync picks up only new or changed documents.
• Fixed sandbox commands that ran the full 30 minutes failing with Sandbox unavailable and being re-run from scratch, and first tool calls after a long idle failing with a setup error.
• Fixed cases where artifacts failed to render in Safari.
• Fixed Google Docs, Sheets, Slides, and Drive links showing the generic Google icon instead of their own.

Model Router in the API, SDK, and CLI

Organization Webhooks

Attest MCP

TasteLabs MCP

Platform Improvements

• Agent turns start faster, especially for people in many projects or with large skill libraries.
• Subagents are capped per chat, so one large fan-out no longer slows down other chats.
• Agent data exports and drains can now include whether Evaluations are enabled.

MCP Improvements

• Monday.com: Agents can now download the files attached to an item.

Bug Fixes

• Fixed subagent cards staying pending after their step finished, and finished subagents reloading in full on every page load.
• Fixed a restarted chat being marked complete by the run it replaced, which blocked reconnecting.
• Fixed chats disconnecting when you approved or rejected a card that had already run.
• Fixed agents reporting a connector as ready before you had connected it. Pinned agent accounts that no longer work now show as needing attention.
• Fixed Daily Chew sometimes skipping the morning brief and leaving the previous day on Today.
• Fixed Outlook Meeting Prep showing Google Calendar error copy when the calendar connection needed attention.

GPT-Image 2.5

Set Defaults for New Agents

Review Reflections From Slack

Evernote MCP

Platform Improvements

• Agent turns start faster, especially in chats with many attachments or large PDFs, and long chats compact faster.
• The model picker now opens straight on the model list, with a reasoning on/off switch and effort and speed controls at the bottom.
• Stopping an agent run now marks the step that was stopped and ends the turn with a note, instead of looking like it finished.
• Stop every background subagent in a chat at once with the new Stop All button.
• HTML artifacts remember when you allow connector access or an external link, so you are not asked again for the same version.
• Agents asked to read a Google Doc, Notion page, Linear issue, or similar link now use the connected app instead of trying to scrape the page.
• Agents running as your own Slack app now send approval requests from that app.
• Smart Inbox now only drafts replies for people you have emailed with before.
• Organization fallback model settings now use the same searchable model picker as presets.
• MCP tool calls through the SDK and API now return the server's actual error message when a tool fails.
• Team chat history and Recent activity load faster.

MCP Improvements

• Google Ads: Agents can now manage ad groups, ads, and assets, add and update keywords and negative keywords, change bidding strategies, and pull search terms, locations, conversions, and change history.
• Airtable: Agents can now upload files from Gumloop into attachment fields.

Bug Fixes

• Fixed Gumball not knowing which model it is running as after you switch models.
• Fixed emails sent to Gumball showing raw HTML in chat. Forwarded messages and quoted text now render as collapsible sections.
• Fixed files uploaded while an agent was still running not reaching the agent.
• Fixed agent runs failing instead of falling back to another model when OpenAI was overloaded.
• Fixed scheduled triggers running in UTC when your profile timezone was never saved.
• Fixed role-restricted tools on custom connectors looking toggleable and reverting on save.
• Fixed teammates being unable to connect shared custom MCP connectors.
• Fixed OAuth being unavailable and tool calls failing on custom MCP servers that redirect between /mcp and /mcp/.
• Fixed curated connectors like Gainsight failing with "Failed to exchange authentication code" on reconnect.
• Fixed the Monday.com board picker stopping at 25 boards.
• Fixed the Confluence Brain picker missing spaces and listing archived ones.
• Fixed Google Drive Brain sources dropping documents when the connected account briefly lost access.
• Fixed Insights charts staying empty on short date ranges.
• Fixed repository skill imports including hidden files.

Major Speed Improvements

Update an Artifact From Any Chat

Agent Emails Are Now @gumloop.ai

Platform Improvements

• Agents in Slack now read forwarded messages, posts from other apps, and files shared without any text.
• The sidebar Agents menu now has the full set of actions: share, rename, move, duplicate, delete, and pin to your sidebar.
• The agents grid and table now show which model each agent runs on.
• Press Enter to move through an agent's questions and submit on the last one.
• Smart Inbox now decides whether a reply draft would be useful before writing one, so you get fewer drafts on messages that need no reply.
• Schedule approvals now show a readable schedule like "At 08:39 AM, every day" instead of a cron expression.
• Adding a Brain source you already have now points you to the existing one instead of creating a duplicate.
• Repo-backed organization skills now show their base branch on the overview.

MCP Improvements

• Monday.com: Connect boards, dependency, and mirror columns are now readable on items. Agents can also list columns, filter items by what they link to, create connect boards and mirror columns, edit or delete columns, and set column values when creating items.

Bug Fixes

• Fixed chats occasionally getting stuck on connecting.
• Fixed agent code runs hanging when they left a process running in the background.
• Fixed HTML artifacts showing "Preview not available" when they load remote fonts or scripts.
• Fixed moving or duplicating a team agent from the sidebar failing with "Something went wrong".
• Fixed skill file links opening to an empty preview.
• Fixed Monday.com connections failing with an invalid scope error.
• Fixed Daily Chew Slack DMs not arriving for people in more than one Slack workspace.
• Fixed Salesforce Brain sources failing to set up when some objects cannot be listed.
• Fixed deleted agents still running when started through the API.

Agents Can Manage Their Own Evaluations

Teach Your Daily Chew

Effort and Speed Controls

Request Access to Restricted Models

Quote Part of a Reply

Drag to Reorder Agents in the Sidebar

Quo MCP

Platform Improvements

• Agent chats start faster, open faster, and stay smooth even when they get long or have lots of files.
• Each background subagent now shows as a single card with its status, a stop button, and the result when it lands.
• Claude Fable 5 and 5.1 are now available on Pro plans.
• Cmd+K file search is much faster.
• The Gumball chat header now has a back button, click-to-rename, and a menu to copy the link, share, or delete the chat.
• Chat history filters are now multi-select, so you can filter by several types, triggers, people, channels, or statuses at once.
• Adding a connector as a Brain source now shows setup progress, with a retry if setup fails.
• You can now rename chats from the API and the Gumloop CLI.

MCP Improvements

• Agents can now join public channels, schedule and edit messages, manage bookmarks, reminders, and saved items, set status and Do Not Disturb, manage user groups, and work with files. Organizations using their own Slack app on Enterprise Grid also get admin tools for workspaces, channels, emoji, and app approvals.
• GitHub: Agents can now manage organization members and invitations, teams and their repository permissions, blocked users, and Copilot seats.

Bug Fixes

• Fixed agents on some models stopping silently partway through a task.
• Fixed small edits to large skills taking minutes to apply.
• Fixed connector calls from an agent's code failing for accounts with many connectors.
• Fixed agents occasionally losing workspace files.
• Fixed Daily Chew catch-up repeating items you had already seen.
• Fixed Smart Inbox drafts cutting off forwarded emails.
• Fixed Brain's issue count not matching its list of documents with issues.
• Fixed personal Linear Brain sources not showing their documents.
• Fixed shared agent pages getting stuck on the sign-in screen for returning users.
• Fixed SCIM sync skipping users whose email differs from their identity provider, and group updates only applying the first member.

Claude Fable 5 and 5.1

Gemini 3.8 Flash

Smarter Inbox Drafts

Gmail and Linear in Company Brain

Krea MCP

Bing Webmaster MCP

Platform Improvements

• Agents now tell you in chat when a Brain document or web page couldn't be read, instead of failing silently.
• Turning on agent-owned credentials is now a single step. Ownership is always visible on the connector, and choosing Agent-owned walks you through picking the account.
• Smart Inbox drafts are more careful. They skip marketing mail and threads that need no reply, stick to facts from the thread, and keep links from the original email.
• You can now drag Smart Inbox labels between inbox groups.
• The Smart Inbox home now shows label counts and your recent drafts.
• On a Pro trial, you can now subscribe and enable credit overages straight from subscription settings.
• Custom roles can now hide blocked connectors entirely, so they disappear from the catalog and pickers instead of showing as restricted.
• Data exports now check size limits up front and tell you before starting, instead of failing partway through.

MCP Improvements

• Google Display & Video 360: Agents can now make changes, not just read. Manage line items, creatives, audiences, bidding, inventory, channels, and negative keywords.
• Databricks: Agents can now browse Unity Catalog, check permissions, and manage tags.
• Exa: Agents can now run deep research, kicking off in-depth web research and collecting the results.
• Cursor: Agents can now create and manage cloud agents, follow their runs, and pull artifacts and usage.

Bug Fixes

• Fixed agent chats on some models ending silently mid-task.
• Fixed agents claiming an app you just connected was still disconnected.
• Fixed chat steps reordering when tool calls finished.
• Fixed Cmd+Enter not sending queued messages immediately.
• Fixed folder actions in the library not applying until a refresh.
• Fixed HTML artifact previews reloading when a new version arrived.
• Fixed Slack agents counting other bots as participants and reacting to Gumloop's own posts.
• Fixed OAuth connections failing for some external MCP servers, including Zip.
• Fixed Snowflake Key-Pair and PAT credentials not being recognized as connected.
• Fixed answered question options in chat still looking clickable.

Zip MCP

ElevenLabs MCP

Platform Improvements

• You can now ask an agent for a webhook trigger's URL in chat and copy it right from the conversation.
• The agent header now has a quick-actions menu, so you can manage the agent from inside the chat.
• Agents with emoji icons now use that emoji as the browser tab icon, and tab icons show up properly in dark mode.
• Chats started from Slack or a trigger now update live while the agent works.
• Artifact pages now load much faster.
• Agent data exports can now include folder fields.
• External MCP servers that use public OAuth clients can now connect. The client secret is optional when the server supports PKCE.

MCP Improvements

• Salesforce: Running a report is now treated as read-only, so it no longer asks for write approval.

Bug Fixes

• Fixed connectors showing as connected when they weren't, on the chat connect card and for Custom Slack App accounts.
• Fixed subagent panels opening blank, subagent cards showing Stopped after a resume, and subagent approval cards disappearing while still pending.
• Fixed background chats cutting off the open chat's stream.
• Fixed agents on OpenAI models failing with frequent tool errors.
• Fixed agent-owned credentials not working for agents running in Slack.
• Fixed SCIM provisioning skipping users who were active in your identity provider but missing from the organization.
• Improved the error message when a team hits its model provider spend cap.

GLM 5.3 Flash

Platform Improvements

• You can now drag the sidebar to whatever width you want. It remembers your choice, and double-clicking the handle snaps it back to the default.
• Agent cards now show how active each agent has been over the last two weeks.
• You can now pause individual evaluation criteria on an agent. Paused criteria sit out of new evaluations until you resume them, no deleting and re-adding.
• Agent chats respond faster and recover on their own when a model provider has issues, switching to a backup model right away.
• Filters on tables are now searchable dropdowns.
• Typing a link in the chat composer now turns it into a chip, just like pasting one.
• Double-click an agent name to rename it.

Bug Fixes

• Fixed Smart Inbox stacking a new draft on a thread instead of updating its existing one. Drafts you have edited are left alone.
• Fixed Smart Inbox drafting replies to no-reply senders and empty calendar invites.
• Fixed agent chats stalling or ending silently partway through a task.
• Fixed agents losing some earlier work when resuming after an approval in long conversations.
• Fixed agent tools using a team account instead of your personal account when no account was selected.
• Fixed connection prompts in chat reappearing after a reload and misreporting connections you skipped.
• Fixed access filtering when browsing Company Brain.
• Improved error messages when an agent workspace fails to load, naming the file that caused it.

Artifacts on Your Own Domain

Browserbase MCP

Salesforce in Company Brain

Platform Improvements

• Pages now load instantly for returning users, and the redesigned sidebar appears without any layout shift.
• Pasting a link into the chat composer now turns it into a chip you can open or unlink. File attachments also got a refresh, with clearer loading previews.
• When an agent asks for a secret like an API key, you can now save it for your whole team so teammates don't have to add their own, or keep it personal. Manage both from the Secrets section in the agent's settings.
• You can now request access right where a custom role blocks you, including saving agents, creating teams, sharing externally, adding team credentials, and raising credit limits, and requests can include a note for your approver.
• Smart Inbox and Meeting Prep now skip emails and meetings your instructions exclude. Skipped meeting preps no longer send an email, and the meeting card shows when one was skipped.
• You can now stop a single subagent without stopping the rest of the run.
• Agent runs that pause at a step or time limit now show a recap of what the run has done so far before you decide to continue.
• External MCP servers behind Cloudflare Access can now connect. Provide the gate credential during setup and rotate it any time from server settings.
• Impact reports can now go to private Slack channels.
• Fast mode is now available on Grok models.

MCP Improvements

• SalesLoft: Agents can now create cadences, add cadence steps, and remove people from a cadence.
• Google Apps Script: Now available to connect in production. Agents can create scripts, read and update code, deploy versions, and run functions.

Developer API

• Agent sessions can now include file attachments.
• You can now answer an agent's questions and approve tool calls through the API, and send follow-ups while a session waits on a question.
• You can now queue follow-up messages on a session, edit or delete them while they wait, and they send when the current response finishes.
• Agent lists now support sorting, pagination, and a last-updated timestamp.

Bug Fixes

• Fixed long-running tool calls on external MCP servers timing out after 30 seconds and leaving the chat stuck.
• Fixed agents on Grok models failing with an authentication error.
• Fixed tool approval settings on connectors resetting when an agent was saved.
• Fixed OAuth connections failing for some external MCP servers.
• Fixed Company Brain browsing showing folders and file counts you cannot access.
• Fixed the chat composer occasionally staying disabled after an error.
• Fixed agents on custom Slack apps losing the channel context in their replies.
• Fixed large file uploads failing intermittently, and upload errors now say what went wrong.
• Fixed activity table rows and links being inconsistently clickable.

Faster, More Reliable Agents

More Accurate Daily Chew Citations

Restrict More with Custom Roles

Platform Improvements

• Credit usage now updates live in chat while subagents are running.
• You can now @-mention any skill you have access to when chatting with Gumball, including team and shared skills.

MCP Improvements

• Salesforce: Agents can now manage file sharing on records, create public file links, and publish or archive Knowledge articles.
• Google Drive: Agents can now list files filtered by date and file type.
• Linear: Agents can now post project status updates.

Bug Fixes

• Fixed voice input failing in organizations that restrict certain speech-to-text models, and added a clear message when transcription is disabled by your organization's model settings.
• Fixed agents retrying a tool endlessly when a connected app's saved credential was invalid.
• Fixed agent responses erroring after reconnecting to a chat mid-response.
• Fixed connector pages not finding app accounts shared with your team.
• Fixed saving custom roles that referenced a retired model.
• Fixed subagents you stopped being reported as failed.
• Fixed editing custom agents on mobile.

Impact Reports by Email or Slack

Snapchat Ads MCP

Gumball Can Use Shared Skills

Faster Agent Pages

Platform Improvements

• Models like Claude Opus 5, GPT-5.6, and Grok 4.6 now offer short and long context window options in an agent's AI settings, so you can trade context size for speed and cost.
• Cloning an agent now flags skills and flows you cannot access and knowledge sources that will not copy over, so you can request access or continue without them.
• Company Brain now follows Google Drive access granted through Google Groups, so files shared with your group show up for you.
• Daily Chew and Meeting Prep emails now come from gumball@gumloopagents.com, so replies go straight to Gumball.
• Custom role credit limits can now be managed through the developer API.
• Your plan and usage limits now live together on one settings page.

MCP Improvements

• Gong: Agents can now list the newest calls first, and searches that match nothing return empty results instead of errors.

Bug Fixes

• Fixed links between pages of the same artifact opening a new tab instead of staying in the preview.
• Fixed Company Brain not connecting Google Drive folders that were shared with you.
• Fixed agents showing empty output for MCP tools that only return structured results.
• Fixed agents not discovering some of your connected apps.
• Fixed @-mention search not matching while typing a multi-word name.
• Fixed long lines overflowing in chat file previews.

Gumball Works with Outlook

Azure MCP

Fast Mode

Grok 4.6, Gemini 3.7 Flash, and Qwen3.8 Max

Platform Improvements

• Shared artifacts can now use the agent's own app connections, so viewers aren't asked to connect those apps themselves.
• External MCP servers behind Microsoft Entra and similar providers can now connect.
• Owners and organization admins can now view deleted agents.
• Agent usage stats now show unique users and who uses an agent most.

MCP Improvements

• Gmail: Replies now stay threaded in recipients' inboxes.
• DocuSign: Agents can now attach documents from your workspace, place signature fields for each signer, and create reusable templates.
• Trello: Agents can now read and update custom fields.

Gong in Company Brain

Agents for Your Whole Slack Workspace

Platform Improvements

• Chats now show the skills, agents, tools, and web sources an agent found as chips you can open directly.
• You can now @-mention any agent you have access to when chatting with Gumball, not just agents in the current workspace.
• Connecting an MCP server through a managed tunnel now detects the server's auth method for you and tells you why its tools fail to load.

MCP Improvements

• Ashby: Agents can now search candidates, request and submit application feedback, manage hiring teams, and handle interviewer pools, pauses, and capacity limits.

Custom Links for Artifacts

Meta Ads MCP

Cost Estimates for Brain Sources

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

• 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.

DataForSEO MCP

Sprout Social MCP

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.

Google NotebookLM MCP

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.

Kimi K3

Improved Agent Chat Credit Breakdowns

Bring Your Own Fireworks Key

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.

Reddit Ads MCP

Key-Pair Authentication for Snowflake

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.

Manage Agent Skills and Connectors from the API

SharePoint MCP

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.

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.

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.

Revamped Agent Computers

Grok 4.5

Mention Brain Sources in Chat

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.

Team Accounts for Brain Sources

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.

Connector Explorer for Organizations

AppLovin Ads MCP

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

• 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.

Faster Skill Loading for Agents

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.

Agent-Owned Credentials

Workflow AI Credits Now Follow Token Usage

Outreach MCP

Rocketlane MCP

Bring Your Own OAuth Client for MCP

Evaluation Notification Alerts

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.

Credit Warnings for Agent Chats

Manage Every Trigger on Team Agents

DocuSign MCP

ClickUp MCP

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.

More Reliable Custom MCP Servers

Full Chats Are Now Included in Data Exports

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.
• 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.

Share Any Gumloop Artifact with Your Agents

See and Switch Agents in the Sidebar

Qwen 3.7 Plus

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.

Set Organization Model Presets

GLM-5.2 (Z.ai)

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.

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.
• Added tools to read your Zoom Canvas docs.

Bug Fixes

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

Agent Chat Evaluations

Revamped Agent Composer

Faster Agent Code Sandboxes

More Data in the Analytics Agent

MiniMax M3 and Kimi K2.7 Code

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.

Agents Are More Credit Efficient

Personal Scope for Data Exports

Faster, More Reliable Search

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.

Skill Permission Roles

Access Notifications for Agents, Skills, and Flowbooks

More Powerful Gumloop MCP

Looker MCP

BigQuery Workload Identity Federation

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.

Team Level Secrets

Claude Opus 4.8

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.

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.

Apify MCP

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.

Build Richer HTML Artifacts

See Agent Context Usage

Freshdesk and Freshsales MCP

Reflection Reports in Slack and Email

Delete Agents With Trigger Warnings

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.
• Fixed cases where connected stores were missing permissions for some Shopify tools.

Bug Fixes

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

Queue and Steer Agent Messages

Speech-to-Text for Agent Chats

Longer-Running Subagents

Lazy Tool Loading for Agents

Introducing Reflections

MCP Improvements

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

One-Click Action Request Resolution

Credential Selection for Hosted and Proxied MCP Tools

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.

All Your Agent Activity in One Place

Pin Favorite Agents to the Sidebar

Larger, More Flexible Agent File Uploads

SCIM Team & Role Sync

Slack Notifications for Access Requests

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.

Edit Skill Files

Rename Agent Conversations

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.

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.

Audit Log Filters

Google Analytics MCP

Outlook Calendar MCP

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.

Enterprise Data Drains

Google Search Console MCP

GPT-Image 2

Higher Pro Credit Limits

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.

Subagents

Organization Analytics Agent

GPT-5.5

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.

Team Access Management

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.

Background Agent Streaming

Claude Opus 4.7

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.

Skill Versioning with Change Previews

Web Fetch Tool for Agents

Revamped Credit & Subscription Management

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.

Google Slides MCP

Jira New Issue Trigger

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.

Platform 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.

Parallel Web Monitor Trigger

Global Search for Agents & Workflows

Auto-convert Large Text to Files

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.

Platform 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.

Editor, Viewer & Use-Only Roles

Shopify MCP

Atlassian Government Cloud

MCP Improvements

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

Platform 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.

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.

Agents Are 2x More Efficient

Agent Rate Limits

Skill Popularity & Edit Tracking

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.

New OpenAI Models

Max Steps for AI Agents

Unlimited Overages & Configurable Cap

Findymail MCP

Platform 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.

Concise Mode for Agents

Nano Banana 2

Gumstack Monitoring

Disable Follow-Up Prompts

Dropbox MCP

QuickBooks MCP

Reducto MCP

Platform 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.

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.

Hex MCP

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.

Outlook Calendar MCP

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.

Workspaces Are Now Teams

Tool Restrictions for Custom MCP Servers

Download Skills

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

Self-Improving Instructions

Adding Agents to Slack is Smoother

MCP Improvements

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

OpenRouter Model Config Options

Revamped Credential Management

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

New Models

Tool Captions

New Gumloop University

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

Folders for Agents

New Models

Flows are now Workflows

MCP Improvements

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

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

Box MCP

Seismic MCP

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

Agent Message Compaction

Sprig MCP

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

Revamped Agent Chat UI

Live Agent Chat Updates in Workflows

Share Individual Agent Chats

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

Organization Image Generation Controls

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

New AI Model Picker with Recommended Options

Publish Agents as Templates with Chat Replay

New Microsoft Teams Trigger & Nodes

Microsoft Sign-In

Clone, Duplicate, and Move Agents

Stopping Workflows with Running Agents

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

Improved Agent Creation

HTML Support for Gmail in Agents

Google Tasks MCP

Improved API Key UX

Default Custom Nodes

Agent Timezone Handling

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