# Gumloop

- [Welcome to Gumloop](https://docs.gumloop.com/index.md): Gumloop is an AI agent platform. Build AI agents that use your tools and data to do real work, then automate them with triggers, schedules, and the API.
- [Agents](https://docs.gumloop.com/core-concepts/agents.md)
- [Gumball](https://docs.gumloop.com/core-concepts/gumball.md): Your personal Gumloop agent — chat, a labeled inbox, a morning report, and a brief before every meeting.
- [Human in the Loop](https://docs.gumloop.com/core-concepts/human_in_the_loop.md): Keep humans in control of your AI agents with tool approval settings, app rules, and the Ask Question ability.
- [Code Sandbox & Secrets](https://docs.gumloop.com/core-concepts/agent_sandbox_and_secrets.md): Secure code execution and credential management for your AI agents.
- [Evaluations](https://docs.gumloop.com/core-concepts/evaluations.md): Automatically grade every agent interaction against your criteria, collect structured data, and tag conversations for reporting.
- [Reflections](https://docs.gumloop.com/core-concepts/reflections.md): Let your agents periodically review their own work, find patterns, and propose improvements automatically.
- [Agent Skills](https://docs.gumloop.com/core-concepts/skills.md): Skills are reusable knowledge packs that teach your agents how to do specific work, and get better over time.
- [Brain](https://docs.gumloop.com/core-concepts/brain.md): Brain is your company knowledge base for agents. Connect your tools once, and your agents can search everything your team knows.
- [Agent Artifacts (Files)](https://docs.gumloop.com/core-concepts/agent_artifacts.md): How agent-generated files are versioned, shared, hosted, and made interactive
- [Using Agents in Slack](https://docs.gumloop.com/core-concepts/agents_slack.md)
- [Using Agents in Microsoft Teams](https://docs.gumloop.com/core-concepts/agents_teams.md): Connect your Gumloop agents to Microsoft Teams channels so your team can chat with AI-powered assistants where they already work.
- [Agent Email Inbox](https://docs.gumloop.com/core-concepts/agents_email.md): Give your agent a dedicated email address so anyone can interact with it by sending an email.
- [Hosted Pages](https://docs.gumloop.com/core-concepts/hosted_pages.md): Give your agent a standalone page on gumloopagents.com that anyone can open directly.
- [Agent Node](https://docs.gumloop.com/core-concepts/agent_node.md)
- [Custom Slack App Integration](https://docs.gumloop.com/core-concepts/custom_slack_app.md)
- [Workflows](https://docs.gumloop.com/core-concepts/workbooks.md)
- [Run Log](https://docs.gumloop.com/core-concepts/run_log.md)
- [Subflows](https://docs.gumloop.com/core-concepts/subflows.md)
- [Loop Mode](https://docs.gumloop.com/core-concepts/loop_mode.md)
- [Node and Workflow Library](https://docs.gumloop.com/core-concepts/node_and_flow_library.md)
- [Node Versioning](https://docs.gumloop.com/core-concepts/node_versions.md)
- [Workflow Checkpoints](https://docs.gumloop.com/core-concepts/checkpoint_history.md)
- [Tips & Tricks](https://docs.gumloop.com/core-concepts/tips_and_tricks.md): Boost your productivity with these workflow building techniques and keyboard shortcuts
- [Connectors](https://docs.gumloop.com/core-concepts/credentials.md)
- [Okta Integration](https://docs.gumloop.com/core-concepts/okta-integration.md)
- [Agent Triggers](https://docs.gumloop.com/core-concepts/agent_triggers.md): Run your agents automatically on a schedule or in response to external events like emails, Slack messages, and more.
- [Create Triggers With AI](https://docs.gumloop.com/core-concepts/ai_trigger_creation.md): Let AI build custom polling triggers that monitor any combination of apps and fire your agent when conditions are met.
- [Workflow Triggers](https://docs.gumloop.com/core-concepts/workflow_triggers.md): Automatically start your workflows based on schedules, webhooks, and external events.
- [Organization and Teams](https://docs.gumloop.com/core-concepts/teams.md)
- [User Roles](https://docs.gumloop.com/core-concepts/organization_user_roles.md): Composable organization and team roles that determine what each member can do in Gumloop.
- [Share Permissions](https://docs.gumloop.com/core-concepts/share_permissions.md)
- [Organization Skills](https://docs.gumloop.com/core-concepts/organization_skills.md): Centrally manage skills for your whole organization, and keep them in sync with a GitHub repository.
- [Credits](https://docs.gumloop.com/core-concepts/credits.md): How Gumloop bills agent chats and workflow runs
- [Rate Limits](https://docs.gumloop.com/core-concepts/rate_limits.md): Understand concurrency limits for workflows and agents, how they are calculated, and what happens when you hit them.
- [Custom Node Builder](https://docs.gumloop.com/nodes/custom_node_details.md)
- [Alerts](https://docs.gumloop.com/core-concepts/alerts.md)
- [Working With Files](https://docs.gumloop.com/core-concepts/files.md)
- [Types](https://docs.gumloop.com/core-concepts/types.md)
- [AI Models](https://docs.gumloop.com/core-concepts/ai_models.md)
- [Gumloop Interfaces](https://docs.gumloop.com/core-concepts/interfaces.md)
- [Community Template Submission Guidelines](https://docs.gumloop.com/core-concepts/template-submission-guidelines.md)
- [SSO, SAML & SCIM](https://docs.gumloop.com/enterprise-features/sso_saml_scim.md)
- [SAML with Okta](https://docs.gumloop.com/enterprise-features/idp-guides/saml-with-okta.md): Configure SAML single sign-on to Gumloop with Okta
- [SCIM with Okta](https://docs.gumloop.com/enterprise-features/idp-guides/scim-with-okta.md): Configure SCIM user provisioning for Gumloop with Okta
- [SAML with Entra](https://docs.gumloop.com/enterprise-features/idp-guides/saml-with-entra.md): Configure SAML single sign-on to Gumloop with Microsoft Entra ID (formerly Azure Active Directory)
- [SCIM with Entra](https://docs.gumloop.com/enterprise-features/idp-guides/scim-with-entra.md): Configure SCIM user provisioning for Gumloop with Microsoft Entra ID (formerly Azure Active Directory)
- [SAML with JumpCloud](https://docs.gumloop.com/enterprise-features/idp-guides/saml-with-jumpcloud.md): Configure SAML single sign-on to Gumloop with JumpCloud
- [SAML with Google Identity](https://docs.gumloop.com/enterprise-features/idp-guides/saml-with-google.md): Configure SAML single sign-on to Gumloop with Google Identity
- [SAML with Ping Identity](https://docs.gumloop.com/enterprise-features/idp-guides/saml-with-ping.md): Configure SAML single sign-on to Gumloop with PingOne
- [Custom Roles](https://docs.gumloop.com/enterprise-features/user_groups.md)
- [Organization Service Accounts for Slack Agents](https://docs.gumloop.com/enterprise-features/slack_agent_access.md)
- [Usage Data Export](https://docs.gumloop.com/enterprise-features/organization_data_export.md)
- [Audit Logging](https://docs.gumloop.com/enterprise-features/audit_logging.md)
- [AI Model Governance & Configuration](https://docs.gumloop.com/enterprise-features/ai_model_control.md)
- [Organization Insights](https://docs.gumloop.com/enterprise-features/organization_insights.md): Dashboards and an analytics agent for adoption, credit spend, and outcomes across your organization
- [App Activity](https://docs.gumloop.com/enterprise-features/app_activity.md): Monitor tool calls, MCP interactions, and integration usage across your organization with real-time activity logs.
- [Hosted MCPs](https://docs.gumloop.com/enterprise-features/hosted_mcps.md): Deploy, manage, and monitor custom MCP servers directly from GitHub repositories with full lifecycle management.
- [Proxied MCPs](https://docs.gumloop.com/enterprise-features/proxied_mcps.md): Connect external MCP servers through a managed proxy for centralized monitoring, access control, and security.
- [Managed Tunnels](https://docs.gumloop.com/enterprise-features/managed_tunnels.md): Securely connect MCP servers running inside your private network to Gumloop, without opening any inbound ports.
- [Static Egress IPs](https://docs.gumloop.com/enterprise-features/static_egress_ips.md): Fixed outbound IP addresses for firewall and allowlist configuration.
- [App Policies](https://docs.gumloop.com/enterprise-features/app-policies/overview.md): Govern how your organization uses third-party apps inside Gumloop: block risky tool calls, require corporate email domains, and claim provider workspaces.
- [App Rules](https://docs.gumloop.com/enterprise-features/app-policies/app-rules.md): Block or tag specific tool calls for third-party apps at the organization or agent level.
- [Domain Restrictions](https://docs.gumloop.com/enterprise-features/app-policies/domain-restrictions.md): Require OAuth connections to a given app to use an email address from a domain your organization controls.
- [App Claims](https://docs.gumloop.com/enterprise-features/app-policies/app-claims.md): Claim a provider workspace (a specific Slack workspace, Salesforce org, Notion workspace, etc.) for your organization so only your members can connect to it from Gumloop.
- [Input](https://docs.gumloop.com/nodes/flow_basics/input_operator.md)
- [Output](https://docs.gumloop.com/nodes/flow_basics/output_operator.md)
- [Current Automation Info](https://docs.gumloop.com/nodes/flow_basics/current_automation_info.md)
- [Current Datetime](https://docs.gumloop.com/nodes/flow_basics/current_datetime.md)
- [Filter](https://docs.gumloop.com/nodes/flow_basics/filter.md)
- [Router](https://docs.gumloop.com/nodes/flow_basics/router.md)
- [Error Shield](https://docs.gumloop.com/nodes/flow_basics/error_shield.md)
- [Join Paths](https://docs.gumloop.com/nodes/flow_basics/join_paths.md)
- [Choosing the Right AI Node](https://docs.gumloop.com/nodes/using_ai/choosing_ai_node.md): Select the optimal AI node for your workflow needs
- [Ask AI](https://docs.gumloop.com/nodes/using_ai/ask_ai.md)
- [Extract Data](https://docs.gumloop.com/nodes/using_ai/extract_data.md)
- [Categorizer](https://docs.gumloop.com/nodes/using_ai/categorizer.md)
- [AI Web Research](https://docs.gumloop.com/nodes/using_ai/ai_web_research.md)
- [Scorer](https://docs.gumloop.com/nodes/using_ai/scorer.md)
- [Generate Report](https://docs.gumloop.com/nodes/using_ai/generate_report.md)
- [AI List Sorter](https://docs.gumloop.com/nodes/using_ai/ai_list_sorter.md)
- [OpenAI Assistant](https://docs.gumloop.com/nodes/using_ai/openai_assistant.md)
- [Analyze Image](https://docs.gumloop.com/nodes/using_ai/analyze_image.md)
- [Analyze Video](https://docs.gumloop.com/nodes/using_ai/analyze_video.md)
- [Generate Image](https://docs.gumloop.com/nodes/using_ai/generate_image.md)
- [AI Content Detector](https://docs.gumloop.com/nodes/using_ai/ai_content_detector.md)
- [AI Filter](https://docs.gumloop.com/nodes/using_ai/ai_filter.md)
- [Define AI Function](https://docs.gumloop.com/nodes/using_ai/define_ai_function.md)
- [Custom MCP Servers](https://docs.gumloop.com/nodes/mcp/custom_mcp_servers.md): Connect your own MCP servers to Gumloop for extended AI capabilities.
- [Affinity](https://docs.gumloop.com/nodes/mcp/affinity.md): Manage your CRM relationships, deals, and notes with AI-powered automation.
- [Ahrefs](https://docs.gumloop.com/nodes/mcp/ahrefs.md): Analyze backlinks, keywords, and SEO performance with AI-powered search marketing automation.
- [Airtable](https://docs.gumloop.com/nodes/mcp/airtable.md): Search, create, and manage Airtable records with AI-powered automation.
- [Apify](https://docs.gumloop.com/nodes/mcp/apify.md): Discover and run web scraping Actors with AI-powered automation.
- [Apollo](https://docs.gumloop.com/nodes/mcp/apollo.md): Find, enrich, and track B2B contacts and companies with AI-powered prospecting.
- [AppSheet](https://docs.gumloop.com/nodes/mcp/appsheet.md): Manage your AppSheet tables with AI-powered data operations.
- [Asana](https://docs.gumloop.com/nodes/mcp/asana.md): Manage projects, tasks, and teams with AI-powered work management.
- [Ashby](https://docs.gumloop.com/nodes/mcp/ashby.md): Streamline recruiting with AI-powered applicant tracking and scheduling.
- [Attio](https://docs.gumloop.com/nodes/mcp/attio.md): Manage contacts, companies, and relationships with AI-powered CRM automation.
- [Azure](https://docs.gumloop.com/nodes/mcp/azure.md): Manage Azure subscriptions, resources, and cloud infrastructure with AI-powered automation.
- [Basedash](https://docs.gumloop.com/nodes/mcp/basedash.md): Create and manage Basedash charts, dashboards, and database insights.
- [Beehiiv](https://docs.gumloop.com/nodes/mcp/beehiiv.md): Manage your newsletter with AI-powered publishing and subscriber automation.
- [Bing Webmaster](https://docs.gumloop.com/nodes/mcp/bing_webmaster.md): Manage your Bing Webmaster Tools with AI-powered SEO automation.
- [Box](https://docs.gumloop.com/nodes/mcp/box.md): Manage your cloud storage with AI-powered file and folder automation.
- [Brandfetch](https://docs.gumloop.com/nodes/mcp/brandfetch.md): Look up brand assets, logos, colors, fonts, and company details for any company.
- [Cal.com](https://docs.gumloop.com/nodes/mcp/cal.md): Manage scheduling and bookings with AI-powered calendar automation.
- [Canva](https://docs.gumloop.com/nodes/mcp/canva.md): Design and manage Canva assets, designs, and brand content.
- [Carta](https://docs.gumloop.com/nodes/mcp/carta.md): Manage your Carta cap table, equity, and stakeholders.
- [Chorus](https://docs.gumloop.com/nodes/mcp/chorus.md): Access conversation intelligence and meeting insights with AI-powered automation.
- [Circleback](https://docs.gumloop.com/nodes/mcp/circleback.md): Search and access your Circleback meeting notes and action items.
- [ClickHouse](https://docs.gumloop.com/nodes/mcp/clickhouse.md): Query ClickHouse Cloud and manage services, ClickPipes, and ClickStack observability with natural language.
- [ClickUp](https://docs.gumloop.com/nodes/mcp/clickup.md): Manage tasks, projects, and team collaboration with AI-powered automation.
- [Cloudflare](https://docs.gumloop.com/nodes/mcp/cloudflare.md): Manage your Cloudflare account, DNS, and Workers.
- [Confluence](https://docs.gumloop.com/nodes/mcp/confluence.md): Manage documentation and knowledge bases with AI-powered content automation.
- [Cursor](https://docs.gumloop.com/nodes/mcp/cursor.md): Manage Cursor cloud agents to launch, monitor, and control AI coding agents on your repositories.
- [Databricks](https://docs.gumloop.com/nodes/mcp/databricks.md): Manage data engineering and ML operations with AI-powered workspace automation.
- [DataForSEO](https://docs.gumloop.com/nodes/mcp/dataforseo.md): Run keyword research, competitor analysis, backlink audits, and AI mention tracking with AI-powered SEO automation.
- [Datadog](https://docs.gumloop.com/nodes/mcp/datadog.md): Monitor your infrastructure with AI-powered observability and incident management.
- [Devin](https://docs.gumloop.com/nodes/mcp/devin.md): Manage AI coding sessions and engineering automation with natural language.
- [Dropbox](https://docs.gumloop.com/nodes/mcp/dropbox.md): Manage files, folders, sharing, and file requests with AI-powered cloud storage automation.
- [Excel](https://docs.gumloop.com/nodes/mcp/excel.md): Manage Microsoft 365 Excel workbooks with AI-powered spreadsheet automation.
- [Exa](https://docs.gumloop.com/nodes/mcp/exa.md): Search the web intelligently with AI-powered research and content extraction.
- [Expensify](https://docs.gumloop.com/nodes/mcp/expensify.md): Automate expense management with AI-powered report exports and bulk expense creation.
- [Extend](https://docs.gumloop.com/nodes/mcp/extend.md): Process documents with AI-powered extraction, classification, and parsing.
- [Fal](https://docs.gumloop.com/nodes/mcp/fal.md): Run AI models for image, video, audio, speech, and 3D generation using fal.ai.
- [Fathom](https://docs.gumloop.com/nodes/mcp/fathom.md): Access meeting recordings, transcripts, and AI-generated summaries with automated notetaking.
- [Fellow](https://docs.gumloop.com/nodes/mcp/fellow.md): Access meeting recordings, notes, and transcripts with AI-powered automation.
- [Findymail](https://docs.gumloop.com/nodes/mcp/findymail.md): Find and verify professional emails with AI-powered lead discovery and enrichment.
- [Firecrawl](https://docs.gumloop.com/nodes/mcp/firecrawl.md): Search, scrape, and map websites using Firecrawl's web data API.
- [Foreplay](https://docs.gumloop.com/nodes/mcp/foreplay.md): Research ads and competitor strategies with AI-powered creative intelligence.
- [Freshdesk](https://docs.gumloop.com/nodes/mcp/freshdesk.md): Manage support tickets, contacts, and knowledge base with AI-powered helpdesk automation.
- [Freshsales](https://docs.gumloop.com/nodes/mcp/freshsales.md): Manage your CRM with AI-powered sales automation for contacts, accounts, deals, and more.
- [Gamma](https://docs.gumloop.com/nodes/mcp/gamma.md): Create presentations, documents, and carousels with AI-powered content generation.
- [GitHub](https://docs.gumloop.com/nodes/mcp/github.md): Automate repositories, issues, PRs, and projects with AI-powered development workflows.
- [Gmail](https://docs.gumloop.com/nodes/mcp/gmail.md): Read, send, and organize emails with AI-powered inbox automation.
- [Gong](https://docs.gumloop.com/nodes/mcp/gong.md): Access sales call recordings, transcripts, and analytics with AI-powered automation.
- [Google Ads](https://docs.gumloop.com/nodes/mcp/google_ads.md): Manage campaigns, keywords, and performance with AI-powered advertising automation.
- [Google Analytics](https://docs.gumloop.com/nodes/mcp/google_analytics.md): Run reports, manage GA4 properties, and send server-side events with AI-powered analytics automation.
- [BigQuery](https://docs.gumloop.com/nodes/mcp/google_bigquery.md): Query and explore your data warehouse with AI-powered SQL automation.
- [Google Calendar](https://docs.gumloop.com/nodes/mcp/google_calendar.md): Manage events and scheduling with AI-powered calendar automation.
- [Google Cloud Storage](https://docs.gumloop.com/nodes/mcp/google_cloud_storage.md): Manage buckets, files, and storage operations with AI-powered cloud storage automation.
- [Google Docs](https://docs.gumloop.com/nodes/mcp/google_docs.md): Create, read, comment on, and update Google Docs with AI-powered document automation.
- [Google Drive](https://docs.gumloop.com/nodes/mcp/google_drive.md): Search, organize, and share files with AI-powered cloud storage automation.
- [Google DV360](https://docs.gumloop.com/nodes/mcp/google_dv360.md): Manage campaigns, line items, and targeting with AI-powered programmatic advertising automation.
- [Google Maps](https://docs.gumloop.com/nodes/mcp/google_maps.md): Find and enrich location data with AI-powered place discovery.
- [Google Meet](https://docs.gumloop.com/nodes/mcp/google_meet.md): Manage video meetings and transcripts with AI-powered automation.
- [Google NotebookLM](https://docs.gumloop.com/nodes/mcp/google_notebooklm.md): Create notebooks, add sources, and generate AI audio overviews in NotebookLM Enterprise.
- [Google PageSpeed](https://docs.gumloop.com/nodes/mcp/google_pagespeed.md): Analyze website performance, accessibility, SEO, and Core Web Vitals using Google PageSpeed Insights.
- [Google Search Console](https://docs.gumloop.com/nodes/mcp/google_search_console.md): Query search performance, inspect URLs, and manage sitemaps with AI-powered SEO automation.
- [Google Sheets](https://docs.gumloop.com/nodes/mcp/google_sheet.md): Read and write spreadsheet data with AI-powered automation.
- [Google Slides](https://docs.gumloop.com/nodes/mcp/google_slides.md): Create, read, and manage Google Slides presentations with AI-powered automation.
- [Google Tasks](https://docs.gumloop.com/nodes/mcp/google_tasks.md): Manage to-dos and task lists with AI-powered automation.
- [Granola](https://docs.gumloop.com/nodes/mcp/granola.md): Search and access your Granola meeting notes.
- [Greenhouse](https://docs.gumloop.com/nodes/mcp/greenhouse.md): Manage recruiting workflows with AI-powered applicant tracking and candidate management.
- [Gumloop](https://docs.gumloop.com/nodes/mcp/gumloop.md): Manage workflows and agents programmatically with AI-powered automation control.
- [Hex](https://docs.gumloop.com/nodes/mcp/hex.md): Manage data projects and analytics workflows with AI-powered Hex automation.
- [HubSpot](https://docs.gumloop.com/nodes/mcp/hubspot.md): Manage your CRM with AI-powered contact, deal, and ticket automation.
- [Incident.io](https://docs.gumloop.com/nodes/mcp/incident_io.md): Streamline incident response with AI-powered incident and alert management.
- [Instagram](https://docs.gumloop.com/nodes/mcp/instagram.md): Scrape public Instagram data with AI-powered social media automation.
- [Intercom](https://docs.gumloop.com/nodes/mcp/intercom.md): Manage customer conversations and support with AI-powered automation.
- [Ironclad](https://docs.gumloop.com/nodes/mcp/ironclad.md): Manage contracts and workflows with AI-powered CLM automation.
- [Jam](https://docs.gumloop.com/nodes/mcp/jam.md): Access your Jam bug reports and debug logs.
- [Jira](https://docs.gumloop.com/nodes/mcp/jira.md): Manage projects and issues with AI-powered development workflow automation.
- [Klaviyo](https://docs.gumloop.com/nodes/mcp/klaviyo.md): Manage Klaviyo profiles, campaigns, lists, and marketing data.
- [LaunchDarkly](https://docs.gumloop.com/nodes/mcp/launchdarkly.md): Manage feature flags, segments, and environments with AI-powered release automation.
- [Linear](https://docs.gumloop.com/nodes/mcp/linear.md): Manage issues and projects with AI-powered product development automation.
- [Looker](https://docs.gumloop.com/nodes/mcp/looker.md): Access enterprise dashboards and analytics with AI-powered business intelligence automation.
- [Loops](https://docs.gumloop.com/nodes/mcp/loops.md): Manage mailing lists, contacts, and email automation with AI-powered workflows.
- [Luma](https://docs.gumloop.com/nodes/mcp/luma.md): Manage events, guests, tickets, and calendars on Lu.ma with AI-powered event management.
- [Meta Ads](https://docs.gumloop.com/nodes/mcp/meta_ads.md): Read Meta (Facebook) advertising and Page data with AI-powered automation.
- [Microsoft Teams](https://docs.gumloop.com/nodes/mcp/microsoft_teams.md): Manage teams, channels, and meetings with AI-powered collaboration automation.
- [Microsoft Word](https://docs.gumloop.com/nodes/mcp/microsoft_word.md): Manage Word documents with AI-powered document automation.
- [Monday](https://docs.gumloop.com/nodes/mcp/monday.md): Manage boards, items, and projects with AI-powered work management automation.
- [NetSuite](https://docs.gumloop.com/nodes/mcp/netsuite.md): Manage ERP data with AI-powered business automation.
- [Notion](https://docs.gumloop.com/nodes/mcp/notion.md): Search and query your workspace with AI-powered knowledge management automation.
- [Outlook](https://docs.gumloop.com/nodes/mcp/outlook.md): Manage email with AI-powered inbox automation.
- [Outlook Calendar](https://docs.gumloop.com/nodes/mcp/outlook_calendar.md): Manage calendar events and check availability with AI-powered scheduling automation.
- [Outreach](https://docs.gumloop.com/nodes/mcp/outreach.md): Manage sales engagement with AI-powered outreach automation.
- [PagerDuty](https://docs.gumloop.com/nodes/mcp/pagerduty.md): Manage incidents and on-call schedules with AI-powered response automation.
- [Parallel](https://docs.gumloop.com/nodes/mcp/parallel.md): Search the web and extract content with AI-powered research automation.
- [Pipedrive](https://docs.gumloop.com/nodes/mcp/pipedrive.md): Manage your sales pipeline with AI-powered CRM automation.
- [PostgreSQL](https://docs.gumloop.com/nodes/mcp/postgresql.md): Query and manage PostgreSQL databases with AI-powered schema exploration and SQL execution.
- [Pylon](https://docs.gumloop.com/nodes/mcp/pylon.md): Manage your Pylon support issues, accounts, and contacts.
- [QuickBooks](https://docs.gumloop.com/nodes/mcp/quickbooks.md): Manage accounting, invoices, customers, and financial reports with AI-powered automation.
- [Ramp](https://docs.gumloop.com/nodes/mcp/ramp.md): Manage your Ramp cards, spend, bills, and transactions.
- [Reddit](https://docs.gumloop.com/nodes/mcp/reddit.md): Search and engage with Reddit communities using AI-powered automation.
- [Reducto](https://docs.gumloop.com/nodes/mcp/reducto.md): Parse, extract, split, and edit documents with AI-powered document processing automation.
- [Rocketlane](https://docs.gumloop.com/nodes/mcp/rocketlane.md): Manage your Rocketlane projects, tasks, and customer onboarding.
- [Salesforce](https://docs.gumloop.com/nodes/mcp/salesforce.md): Manage your CRM with AI-powered Salesforce automation.
- [Salesloft](https://docs.gumloop.com/nodes/mcp/salesloft.md): Manage sales engagement with AI-powered outreach automation.
- [Seismic](https://docs.gumloop.com/nodes/mcp/seismic.md): Manage your sales enablement content with AI-powered Seismic automation.
- [Semrush](https://docs.gumloop.com/nodes/mcp/semrush.md): Pull SEO and marketing analytics with AI-powered competitive research automation.
- [Sentry](https://docs.gumloop.com/nodes/mcp/sentry.md): Investigate Sentry issues, errors, releases, and performance data.
- [SharePoint](https://docs.gumloop.com/nodes/mcp/sharepoint.md): Manage SharePoint sites, lists, and documents with AI-powered automation.
- [Shopify](https://docs.gumloop.com/nodes/mcp/shopify.md): Manage your Shopify store, blog posts, and e-commerce operations with AI-powered automation.
- [Sigma Computing](https://docs.gumloop.com/nodes/mcp/sigma_computing.md): Manage workbooks, members, teams, and data connections with AI-powered analytics automation.
- [Slack](https://docs.gumloop.com/nodes/mcp/slack.md): Manage your workspace with AI-powered team communication automation.
- [Snapchat Ads](https://docs.gumloop.com/nodes/mcp/snapchat_ads.md): Manage Snapchat advertising, audiences, and measurement with AI-powered automation.
- [Snowflake](https://docs.gumloop.com/nodes/mcp/snowflake.md): Query your data warehouse with AI-powered SQL automation.
- [Sprig](https://docs.gumloop.com/nodes/mcp/sprig.md): Pull survey data and AI insights with AI-powered research automation.
- [Sprout Social](https://docs.gumloop.com/nodes/mcp/sprout_social.md): Pull social analytics, inbox messages, and Listening data, and draft posts across your social profiles.
- [Stripe](https://docs.gumloop.com/nodes/mcp/stripe.md): Manage customers, subscriptions, and payments with AI-powered billing automation.
- [Supabase](https://docs.gumloop.com/nodes/mcp/supabase.md): Manage Supabase projects, databases, branches, and logs.
- [Tableau](https://docs.gumloop.com/nodes/mcp/tableau.md): Access dashboards and analytics with AI-powered business intelligence automation.
- [TikTok](https://docs.gumloop.com/nodes/mcp/tiktok.md): Scrape TikTok data with AI-powered social media automation.
- [Trello](https://docs.gumloop.com/nodes/mcp/trello.md): Manage boards, lists, and cards with AI-powered project management automation.
- [Webflow](https://docs.gumloop.com/nodes/mcp/webflow.md): Manage sites, collections, forms, and pages with AI-powered web design automation.
- [Workday](https://docs.gumloop.com/nodes/mcp/workday.md): Download custom reports from Workday and access employee data with AI-powered automation.
- [X (Twitter)](https://docs.gumloop.com/nodes/mcp/x.md): Manage your X presence with AI-powered social media automation.
- [YouTube](https://docs.gumloop.com/nodes/mcp/youtube.md): Search and analyze YouTube content with AI-powered video automation.
- [Zendesk](https://docs.gumloop.com/nodes/mcp/zendesk.md): Manage support tickets and customers with AI-powered helpdesk automation.
- [Zoom](https://docs.gumloop.com/nodes/mcp/zoom.md): Manage meetings, webinars, registrants, polls, surveys, and recordings with AI-powered video conferencing automation.
- [Website Scraper](https://docs.gumloop.com/nodes/web_scraping/website_scraper.md)
- [Website Crawler](https://docs.gumloop.com/nodes/web_scraping/website_crawler.md)
- [Job Posting Scraper](https://docs.gumloop.com/nodes/web_scraping/job_posting_scraper.md)
- [Combine Text](https://docs.gumloop.com/nodes/text_manipulation/combine_text.md)
- [Text Formatter](https://docs.gumloop.com/nodes/text_manipulation/text_formatter.md)
- [Find And Replace](https://docs.gumloop.com/nodes/text_manipulation/find_and_replace.md)
- [Split Text](https://docs.gumloop.com/nodes/text_manipulation/split_text.md)
- [Chunk Text](https://docs.gumloop.com/nodes/text_manipulation/chunk_text.md)
- [Browser Extension Input](https://docs.gumloop.com/nodes/browser_extension/browser_extension_input.md)
- [Browser Replay](https://docs.gumloop.com/nodes/browser_extension/browser_replay.md)
- [File Reader](https://docs.gumloop.com/nodes/file_operations/file_reader.md)
- [Zip File Reader](https://docs.gumloop.com/nodes/file_operations/zip_file_reader.md)
- [Generate File](https://docs.gumloop.com/nodes/file_operations/generate_file.md)
- [Sort CSV](https://docs.gumloop.com/nodes/file_operations/sort_csv.md)
- [CSV Reader](https://docs.gumloop.com/nodes/file_operations/csv_reader.md)
- [CSV Writer](https://docs.gumloop.com/nodes/file_operations/csv_writer.md)
- [CSV to XLSX Converter](https://docs.gumloop.com/nodes/file_operations/csv_to_xlsx.md)
- [Run Code](https://docs.gumloop.com/nodes/advanced/run_code.md)
- [Call API](https://docs.gumloop.com/nodes/advanced/call_api.md)
- [Similarity Search](https://docs.gumloop.com/nodes/advanced/similarity_search.md)
- [Search Companies](https://docs.gumloop.com/nodes/data_enrichment/search_companies.md)
- [Enrich Company Information](https://docs.gumloop.com/nodes/data_enrichment/enrich_company_information.md)
- [Enrich Contact Information](https://docs.gumloop.com/nodes/data_enrichment/enrich_contact_information.md)
- [Email Validator](https://docs.gumloop.com/nodes/data_enrichment/email_validator.md)
- [JSON Reader](https://docs.gumloop.com/nodes/json/read_json_values.md)
- [JSON Writer](https://docs.gumloop.com/nodes/json/write_json_value.md)
- [PDF Reader](https://docs.gumloop.com/nodes/pdf/pdf_reader.md)
- [AI Fill PDF](https://docs.gumloop.com/nodes/pdf/ai_fill_pdf.md)
- [Combine Lists](https://docs.gumloop.com/nodes/list_operations/combine_lists.md)
- [Create List](https://docs.gumloop.com/nodes/list_operations/create_list.md)
- [Get List Item](https://docs.gumloop.com/nodes/list_operations/get_list_item.md)
- [Flatten List of Lists](https://docs.gumloop.com/nodes/list_operations/flatten_list.md)
- [Join List Items](https://docs.gumloop.com/nodes/list_operations/join_list_items.md)
- [List Trimmer](https://docs.gumloop.com/nodes/list_operations/list_trimmer.md)
- [Duplicate](https://docs.gumloop.com/nodes/list_operations/duplicate.md)
- [Custom SMTP Email Sender](https://docs.gumloop.com/nodes/notification/custom_smtp_email_sender.md)
- [Send Email Notification](https://docs.gumloop.com/nodes/notification/send_email_notification.md)
- [Send SMS Notification](https://docs.gumloop.com/nodes/notification/send_sms_notification.md)
- [SendGrid Email Sender](https://docs.gumloop.com/nodes/notification/sendgrid_email_sender.md)
- [Text to Speech](https://docs.gumloop.com/nodes/audio_processing/text_to_speech.md)
- [Speech to Text](https://docs.gumloop.com/nodes/audio_processing/speech_to_text.md)
- [Gmail Reader](https://docs.gumloop.com/nodes/integrations/gmail_reader.md)
- [Gmail Sender](https://docs.gumloop.com/nodes/integrations/gmail_sender.md)
- [Gmail Updater](https://docs.gumloop.com/nodes/integrations/gmail_updater.md)
- [Google Sheets Reader](https://docs.gumloop.com/nodes/integrations/gsheets_reader.md)
- [Google Sheets Writer](https://docs.gumloop.com/nodes/integrations/gsheets_writer.md)
- [Google Sheets Updater](https://docs.gumloop.com/nodes/integrations/gsheets_updater.md)
- [Google Drive File Reader](https://docs.gumloop.com/nodes/integrations/gdrive_file_reader.md)
- [Google Drive Folder Reader](https://docs.gumloop.com/nodes/integrations/gdrive_folder_reader.md)
- [Google Drive File Writer](https://docs.gumloop.com/nodes/integrations/gdrive_file_writer.md)
- [Google Drive Folder Creator](https://docs.gumloop.com/nodes/integrations/gdrive_folder_creator.md)
- [Google Calendar Event Creator](https://docs.gumloop.com/nodes/integrations/calendar_event_creator.md)
- [Google Calendar Event Reader](https://docs.gumloop.com/nodes/integrations/calendar_event_reader.md)
- [Google Calendar Event Updater](https://docs.gumloop.com/nodes/integrations/calendar_event_updater.md)
- [Google Docs Reader](https://docs.gumloop.com/nodes/integrations/gdocs_reader.md)
- [Google Docs Writer](https://docs.gumloop.com/nodes/integrations/gdocs_writer.md)
- [Google Docs Template Writer](https://docs.gumloop.com/nodes/integrations/google_doc_template_writer.md)
- [Google Slides Reader](https://docs.gumloop.com/nodes/integrations/google_slide_reader.md)
- [Google Slides Writer](https://docs.gumloop.com/nodes/integrations/google_slide_writer.md)
- [Web Search](https://docs.gumloop.com/nodes/integrations/web_search.md)
- [Call Serp API](https://docs.gumloop.com/nodes/integrations/call_serp_api.md)
- [Google Ads Campaign Reader](https://docs.gumloop.com/nodes/integrations/google_ads_campaign_reader.md)
- [Google Ads Search Term Reader](https://docs.gumloop.com/nodes/integrations/google_ads_search_term_reader.md)
- [BigQuery Reader](https://docs.gumloop.com/nodes/integrations/bigquery_reader.md)
- [BigQuery Workload Identity Federation](https://docs.gumloop.com/nodes/integrations/bigquery-workload-identity-federation.md): Connect BigQuery to Gumloop without OAuth or static service-account keys using GCP Workload Identity Federation.
- [Google Analytics Reader](https://docs.gumloop.com/nodes/integrations/google_analytics_reader.md)
- [Google Alerts RSS Reader](https://docs.gumloop.com/nodes/integrations/google_alerts_rss_reader.md)
- [Translate](https://docs.gumloop.com/nodes/integrations/translate.md)
- [Slack Message Reader](https://docs.gumloop.com/nodes/integrations/slack_message_reader.md)
- [Slack Message Sender](https://docs.gumloop.com/nodes/integrations/slack_message_sender.md)
- [Slack Canvas Writer](https://docs.gumloop.com/nodes/integrations/slack_canvas_writer.md)
- [Slack Block Kit Sender](https://docs.gumloop.com/nodes/integrations/slack_block_kit_sender.md)
- [Discord Message Reader](https://docs.gumloop.com/nodes/integrations/discord_message_reader.md)
- [Discord Message Sender](https://docs.gumloop.com/nodes/integrations/discord_message_sender.md)
- [Linear Issue Reader](https://docs.gumloop.com/nodes/integrations/linear_issue_reader.md)
- [Linear Issue Writer](https://docs.gumloop.com/nodes/integrations/linear_issue_writer.md)
- [Jira Issue Reader](https://docs.gumloop.com/nodes/integrations/jira_issue_reader.md)
- [Jira Issue Writer](https://docs.gumloop.com/nodes/integrations/jira_issue_writer.md)
- [Jira Issue Updater](https://docs.gumloop.com/nodes/integrations/jira_issue_updater.md)
- [Monday.com Board Reader](https://docs.gumloop.com/nodes/integrations/monday_board_reader.md)
- [Monday.com Board Writer](https://docs.gumloop.com/nodes/integrations/monday_board_writer.md)
- [Monday.com Board Updater](https://docs.gumloop.com/nodes/integrations/monday_board_updater.md)
- [ClickUp Task Reader](https://docs.gumloop.com/nodes/integrations/clickup_task_reader.md)
- [ClickUp Task Writer](https://docs.gumloop.com/nodes/integrations/clickup_task_writer.md)
- [ClickUp Task Updater](https://docs.gumloop.com/nodes/integrations/clickup_task_updater.md)
- [Notion Database Reader](https://docs.gumloop.com/nodes/integrations/notion_database_reader.md)
- [Notion Database Writer](https://docs.gumloop.com/nodes/integrations/notion_database_writer.md)
- [Notion Database Updater](https://docs.gumloop.com/nodes/integrations/notion_database_updater.md)
- [Notion Page Reader](https://docs.gumloop.com/nodes/integrations/notion_page_reader.md)
- [Notion Page Writer](https://docs.gumloop.com/nodes/integrations/notion_page_writer.md)
- [HubSpot Company Reader](https://docs.gumloop.com/nodes/integrations/hubspot_company_reader.md)
- [HubSpot Company Updater](https://docs.gumloop.com/nodes/integrations/hubspot_company_updater.md)
- [HubSpot Contact Reader](https://docs.gumloop.com/nodes/integrations/hubspot_contact_reader.md)
- [HubSpot Contact Updater](https://docs.gumloop.com/nodes/integrations/hubspot_contact_updater.md)
- [HubSpot Deal Reader](https://docs.gumloop.com/nodes/integrations/hubspot_deal_reader.md)
- [HubSpot Engagement Reader](https://docs.gumloop.com/nodes/integrations/hubspot_engagement_reader.md)
- [HubSpot Email Sender](https://docs.gumloop.com/nodes/integrations/hubspot_email_sender.md)
- [Salesforce Record Reader](https://docs.gumloop.com/nodes/integrations/salesforce_record_reader.md)
- [Attio List Reader](https://docs.gumloop.com/nodes/integrations/attio_list_reader.md)
- [Attio List Writer](https://docs.gumloop.com/nodes/integrations/attio_list_writer.md)
- [Attio Company Reader](https://docs.gumloop.com/nodes/integrations/attio_company_reader.md)
- [Attio Company Writer](https://docs.gumloop.com/nodes/integrations/attio_company_writer.md)
- [Attio Contact Reader](https://docs.gumloop.com/nodes/integrations/attio_contact_reader.md)
- [Attio Contact Writer](https://docs.gumloop.com/nodes/integrations/attio_contact_writer.md)
- [Outlook Sender](https://docs.gumloop.com/nodes/integrations/outlook_sender.md)
- [Outlook Reader](https://docs.gumloop.com/nodes/integrations/outlook_reader.md)
- [Teams Message Reader](https://docs.gumloop.com/nodes/integrations/teams_message_reader.md)
- [Teams Message Sender](https://docs.gumloop.com/nodes/integrations/teams_message_sender.md)
- [Microsoft OneLake File Writer](https://docs.gumloop.com/nodes/integrations/onelake_file_writer.md)
- [LinkedIn Post Writer](https://docs.gumloop.com/nodes/integrations/linkedin_post_writer.md)
- [LinkedIn Profile Scraper](https://docs.gumloop.com/nodes/integrations/linkedin_profile_scraper.md)
- [LinkedIn Company Profile Scraper](https://docs.gumloop.com/nodes/integrations/linkedin_company_profile_scraper.md)
- [LinkedIn Job Scraper](https://docs.gumloop.com/nodes/integrations/linkedin_job_scraper.md)
- [Tweet](https://docs.gumloop.com/nodes/integrations/tweet.md)
- [Create Twitter Thread](https://docs.gumloop.com/nodes/integrations/create_twitter_thread.md)
- [Twitter Scraper](https://docs.gumloop.com/nodes/integrations/twitter_scraper.md)
- [Facebook Ad Library Scraper](https://docs.gumloop.com/nodes/integrations/facebook_ad_scraper.md)
- [Reddit Scraper](https://docs.gumloop.com/nodes/integrations/reddit_scraper.md)
- [Bluesky Scraper](https://docs.gumloop.com/nodes/integrations/bluesky_scraper.md)
- [GitHub PR Commenter](https://docs.gumloop.com/nodes/integrations/github_pr_commenter.md)
- [GitHub PR Description Inserter](https://docs.gumloop.com/nodes/integrations/github_pr_description_inserter.md)
- [Read GitHub Pull Request](https://docs.gumloop.com/nodes/integrations/github_pr_reader.md)
- [Confluence Page Reader](https://docs.gumloop.com/nodes/integrations/confluence_page_reader.md)
- [Airtable Reader](https://docs.gumloop.com/nodes/integrations/airtable_reader.md)
- [Airtable Writer](https://docs.gumloop.com/nodes/integrations/airtable_writer.md)
- [Airtable Updater](https://docs.gumloop.com/nodes/integrations/airtable_updater.md)
- [Snowflake Reader](https://docs.gumloop.com/nodes/integrations/snowflake_reader.md)
- [Snowflake OAuth Configuration](https://docs.gumloop.com/nodes/integrations/snowflake-oauth-config.md)
- [Snowflake PAT Configuration](https://docs.gumloop.com/nodes/integrations/snowflake-pat-config.md)
- [Snowflake Key-Pair Configuration](https://docs.gumloop.com/nodes/integrations/snowflake-keypair-config.md)
- [NetSuite OAuth Configuration](https://docs.gumloop.com/nodes/integrations/netsuite-oauth-config.md)
- [Supabase Table Reader](https://docs.gumloop.com/nodes/integrations/supabase_table_reader.md)
- [Supabase Table Writer](https://docs.gumloop.com/nodes/integrations/supabase_table_writer.md)
- [Supabase SQL Writer](https://docs.gumloop.com/nodes/integrations/supabase_sql_writer.md)
- [Firestore Writer](https://docs.gumloop.com/nodes/integrations/firestore_writer.md)
- [Semrush Domain Overview](https://docs.gumloop.com/nodes/integrations/semrush_domain_overview.md)
- [Semrush Domain Keywords](https://docs.gumloop.com/nodes/integrations/semrush_domain_keywords.md)
- [Semrush Keyword Overview](https://docs.gumloop.com/nodes/integrations/semrush_keyword_overview.md)
- [Semrush URL Keywords](https://docs.gumloop.com/nodes/integrations/semrush_url_keywords.md)
- [Perplexity Web Search](https://docs.gumloop.com/nodes/integrations/perplexity_web_search.md)
- [Post to WordPress](https://docs.gumloop.com/nodes/integrations/wordpress_poster.md)
- [Ghost Blog Writer](https://docs.gumloop.com/nodes/integrations/ghost_blog_writer.md)
- [Get Youtube Transcript](https://docs.gumloop.com/nodes/integrations/get_youtube_transcript.md)
- [RSS Feed Reader](https://docs.gumloop.com/nodes/integrations/rss_feed_reader.md)
- [Mailgun Sender](https://docs.gumloop.com/nodes/integrations/mailgun_sender.md)
- [Zendesk Ticket Reader](https://docs.gumloop.com/nodes/integrations/zendesk_ticket_reader.md): Read and monitor support tickets from Zendesk with automated triggers
- [Store in S3](https://docs.gumloop.com/nodes/integrations/amazon_s3.md)
- [Apify Task Runner](https://docs.gumloop.com/nodes/integrations/apify_task_runner.md)
- [Canva Autofill](https://docs.gumloop.com/nodes/integrations/canva_autofill.md)
- [Scrape Hacker News](https://docs.gumloop.com/nodes/integrations/hacker_news.md)
- [Incident.io Incidents Reader](https://docs.gumloop.com/nodes/integrations/incident_io.md): Read and monitor incidents from incident.io with automated polling triggers
- [Launch Phantom](https://docs.gumloop.com/nodes/integrations/launch_phantom.md)
- [Typeform Submission Reader](https://docs.gumloop.com/nodes/integrations/get_typeform_responses.md)
- [Arcads Video Creator](https://docs.gumloop.com/nodes/integrations/arcads_video_creator.md)
- [Discourse Reader](https://docs.gumloop.com/nodes/integrations/discourse_reader.md)
- [Run Zap](https://docs.gumloop.com/nodes/integrations/run_zap.md)
- [Type Mismatch Errors](https://docs.gumloop.com/common_errors/type_mismatch.md)
- [List Size Mismatch Errors](https://docs.gumloop.com/common_errors/list_size_mismatch.md)
- [Join List Items vs Loop Mode](https://docs.gumloop.com/common_errors/join_list_vs_loop_mode.md)
- [Flow Terminated Due to Excess Memory Consumption](https://docs.gumloop.com/common_errors/memory_limit.md)
- [Authentication](https://docs.gumloop.com/api-reference/authentication.md)
- [OAuth 2.0](https://docs.gumloop.com/api-reference/oauth.md)
- [Getting Started](https://docs.gumloop.com/api-reference/getting-started.md): Use the Gumloop API to create agents, start chat sessions, and trigger automations programmatically.
- [Python SDK](https://docs.gumloop.com/api-reference/sdk/python.md)
- [JavaScript SDK](https://docs.gumloop.com/api-reference/sdk/javascript.md)
- [List agents](https://docs.gumloop.com/api-reference/agents/list-agents.md): List agents the caller has access to. Filter by team, search by name, or narrow to agents that use a specific tool or trigger. Results can be sorted with `sort_order` and paginated by sending `page_size` and/or `cursor`.
- [Create agent](https://docs.gumloop.com/api-reference/agents/create-agent.md): Create a new agent. The authenticated caller must have permission to create agents on the target team.
- [Retrieve agent](https://docs.gumloop.com/api-reference/agents/retrieve-agent.md): Retrieve a single agent by ID.
- [Update agent](https://docs.gumloop.com/api-reference/agents/update-agent.md): Update an existing agent. Only fields included in the request body are changed; omitted fields are left untouched.
- [List agent versions](https://docs.gumloop.com/api-reference/agents/list-agent-versions.md): List the immutable versions of an agent, newest first. Each entry is a point-in-time snapshot of the agent's configuration.
- [Retrieve agent version](https://docs.gumloop.com/api-reference/agents/retrieve-agent-version.md): Retrieve one immutable agent version: its full configuration (`composition`) plus the structured `changes` relative to the version before it. Use it to export an agent's configuration or to audit what changed between versions.
- [Attach or detach agent skills](https://docs.gumloop.com/api-reference/agents/update-agent-skills.md): Attach and/or detach skills on an agent using deltas. This is **not** a replace-list: skills you don't mention are left untouched.
- [List agent MCP servers](https://docs.gumloop.com/api-reference/agents/list-agent-mcp-servers.md): List the MCP servers (connectors) attached to an agent. Sensitive fields such as `secret_id` and `mcp_server_url` are scrubbed from the response.
- [Attach or update an agent MCP server](https://docs.gumloop.com/api-reference/agents/attach-agent-mcp-server.md): Attach an MCP server (connector) to an agent, or update its configuration if it's already attached (upsert).
- [Detach an agent MCP server](https://docs.gumloop.com/api-reference/agents/detach-agent-mcp-server.md): Detach an MCP server (connector) from an agent. This is idempotent — detaching a server that isn't attached returns `detached: false` rather than an error.
- [List sessions](https://docs.gumloop.com/api-reference/sessions/list-sessions.md): List sessions for an agent with cursor-based pagination, optional filtering, and search.
- [Create session](https://docs.gumloop.com/api-reference/sessions/create-session.md): Create a new session for an agent. When `input` is provided, the message is enqueued and the agent begins processing — the response returns `202` with the session in `processing` or `queued` state. When `input` is omitted, an idle session stub is created and the response returns `201`.
- [Retrieve session](https://docs.gumloop.com/api-reference/sessions/retrieve-session.md): Retrieve a session by ID, including its messages, current state, agent metadata, and participants.
- [Send message](https://docs.gumloop.com/api-reference/sessions/send-message.md): Append a user message to an existing session and resume the agent. The session must be `idle`, `completed`, `failed`, or `approval_required`; sending to a session that is `processing` or `queued` returns `409 interaction_not_in_terminal_state`. To hand the agent a message while it is still busy, use…
- [Upload session file](https://docs.gumloop.com/api-reference/sessions/upload-session-file.md): Upload a file into a session's input namespace so it can be attached to a message. The response returns the stored path — pass it as `file_name` in the `attachments` array when sending a message on the same session.
- [Resolve approvals](https://docs.gumloop.com/api-reference/sessions/resolve-approvals.md): Answer pending asks on a session that is paused in the `approval_required` state — tool approvals, human input requests, and checkpoints.
- [Queue message](https://docs.gumloop.com/api-reference/sessions/queue-message.md): Add a message to a session's queue instead of interrupting the agent. Queued messages are sent automatically, in order, when the agent finishes its current turn. A session's queue holds at most 20 messages.
- [List queued messages](https://docs.gumloop.com/api-reference/sessions/list-queued-messages.md): List the messages waiting in a session's queue, in the order they will be sent. Queued messages are drained automatically when the agent finishes its current turn.
- [Update queued message](https://docs.gumloop.com/api-reference/sessions/update-queued-message.md): Replace the content of a message that is still waiting in the session's queue.
- [Delete queued message](https://docs.gumloop.com/api-reference/sessions/delete-queued-message.md): Remove a message from the session's queue before it is sent.
- [Send queued message now](https://docs.gumloop.com/api-reference/sessions/send-queued-message.md): Send a queued message immediately instead of waiting for the agent to finish its current turn. Any in-progress run is aborted, the queued message is appended to the transcript, and the agent starts processing it.
- [Rename session](https://docs.gumloop.com/api-reference/sessions/rename-session.md): Rename a session. `name` is the only mutable field; it is trimmed and must be between 1 and 256 characters after trimming.
- [Cancel session](https://docs.gumloop.com/api-reference/sessions/cancel-session.md): Cancel an in-progress session. If the session is currently `processing` or `queued`, any running stream is aborted and the session is transitioned to `failed`. If the session is already `completed` or `failed`, its current state is returned unchanged.
- [List skills](https://docs.gumloop.com/api-reference/skills/list-skills.md): List skills the caller has access to. Filter by team, search by name, or narrow to a specific creator, related MCP server, or agent.
- [Create skill](https://docs.gumloop.com/api-reference/skills/create-skill.md): Upload a skill package and create a new skill. The package must include a `SKILL.md` with `name` and `description` frontmatter; uploads may be a single `.md` file (stored as `SKILL.md`), or a `.zip` / `.skill` archive containing `SKILL.md` at its root. The initial version is created automatically. M…
- [Update skill](https://docs.gumloop.com/api-reference/skills/update-skill.md): Replace a skill's files with a new upload. Reparses `SKILL.md` to update the skill's `name`, `description`, and `metadata`, and creates a new version. Maximum upload size is 10 MB.
- [Delete skill](https://docs.gumloop.com/api-reference/skills/delete-skill.md): Permanently delete a skill. This is a soft-delete — the skill will no longer appear in listings or be usable by agents.
- [Download skill](https://docs.gumloop.com/api-reference/skills/download-skill.md): Generate a signed URL to download a skill's contents as a `.skill` archive (ZIP). When `version_id` is provided, returns that exact version; otherwise returns the current draft.
- [List artifacts](https://docs.gumloop.com/api-reference/artifacts/list-artifacts.md): List artifacts (files) produced by an agent. Optionally scope to a specific session, search by filename, sort, and paginate. Deleted files are excluded from the results.
- [Download artifact](https://docs.gumloop.com/api-reference/artifacts/download-artifact.md): Returns a signed download URL for an artifact, plus its filename, media type, and size. Follow `download_url` to fetch the file bytes.
- [List MCP servers](https://docs.gumloop.com/api-reference/mcp/list-servers.md): Return the catalog of MCP servers visible to the caller — Gumloop-hosted (`gumcp_server`), user-deployed Gumstack (`gumstack_server`), and custom (`mcp_server`) — along with each server's connection state.
- [Retrieve an MCP server](https://docs.gumloop.com/api-reference/mcp/retrieve-server.md): Return a single MCP server. The response populates `allowed_tool_call_ids` with the tool call IDs the caller is permitted to invoke on this server.
- [List MCP server tools](https://docs.gumloop.com/api-reference/mcp/list-tools.md): Return the tools exposed by an MCP server. When the server is not in `connected` state, `tools` is empty and `gumloop_auth_url` is returned so the caller can prompt the user to authenticate.
- [Call MCP tools](https://docs.gumloop.com/api-reference/mcp/call-tool.md): Execute a batch of 1–5 MCP tool calls. Calls run concurrently and each result reports its own `status`. When Gumloop accepts the request, MCP execution failures such as target server authentication, policy blocks, invalid tools, upstream HTTP errors, and connection failures are returned in `results[…
- [List evaluations](https://docs.gumloop.com/api-reference/evaluations/list-evaluations.md): Returns a cursor-paginated list of evaluation results for a specific agent, newest first. Only completed and failed evaluations are returned unless `status` selects another state.
- [Retrieve evaluation](https://docs.gumloop.com/api-reference/evaluations/retrieve-evaluation.md): Retrieve a single evaluation result by ID. The evaluation must belong to the specified agent.
- [Get evaluation metrics](https://docs.gumloop.com/api-reference/evaluations/get-metrics.md): Returns aggregated grade and tag counts for an agent's evaluations over a time window. Useful for dashboards and reporting on agent quality trends.
- [Run evaluations](https://docs.gumloop.com/api-reference/evaluations/run-evaluations.md): Queues an evaluation for each listed session using the agent's current evaluation configuration. Sessions that are not finished, do not belong to the agent, or already have an evaluation queued or running are skipped and reported. Each queued evaluation consumes credits when it runs. A new result re…
- [Get evaluation config](https://docs.gumloop.com/api-reference/evaluations/get-config.md): Retrieve the current evaluation configuration for an agent, including criteria, tags, data points, and sentiment settings.
- [Update evaluation config](https://docs.gumloop.com/api-reference/evaluations/update-config.md): Partially update the evaluation configuration for an agent. Omitted fields keep their current value. Provided list fields (criteria, tags, data_points) replace that list entirely.
- [Search Company Brain](https://docs.gumloop.com/api-reference/brain/search.md): Run a hybrid (semantic + keyword) search across the knowledge sources indexed in your [Company Brain](/core-concepts/brain) and return the most relevant, ranked snippets with citations.
- [List teams](https://docs.gumloop.com/api-reference/teams/list-teams.md): List teams the authenticated caller belongs to.
- [Create chat completion](https://docs.gumloop.com/api-reference/chat-completions/create-completion.md): OpenAI-compatible chat completions endpoint, multiplexed across every model Gumloop supports (Anthropic, OpenAI, Google Gemini, OpenRouter routes). Set `stream: true` for Server-Sent Events, or omit it for a unary JSON response. Image-generation models (`gpt-image-*`, `gemini-*-image-preview`, `dall…
- [List models](https://docs.gumloop.com/api-reference/models/list-models.md): List the LLMs and preset model chains available to the caller, grouped for display in a model picker.
- [List saved flows](https://docs.gumloop.com/api-reference/getting-automation-details/list-saved-automations.md)
- [List workbooks and their saved flows](https://docs.gumloop.com/api-reference/getting-automation-details/list-workbooks.md)
- [Retrieve input schema](https://docs.gumloop.com/api-reference/getting-automation-details/retrieve-input-schema.md)
- [Retrieve automation run history](https://docs.gumloop.com/api-reference/getting-automation-details/retrieve-run-history.md): This endpoint retrieves the run history for automations, either by workbook or saved item. Returns the 10 most recent runs.
- [Upload file](https://docs.gumloop.com/api-reference/file-operations/upload-file.md)
- [Upload multiple files](https://docs.gumloop.com/api-reference/file-operations/upload-files.md)
- [Download file](https://docs.gumloop.com/api-reference/file-operations/download-file.md)
- [Download multiple files](https://docs.gumloop.com/api-reference/file-operations/download-files.md)
- [Retrieve audit logs](https://docs.gumloop.com/api-reference/organization/get-audit-logs.md): This endpoint retrieves audit logs for all users in an organization for a specified time period.
- [Manage workspace users](https://docs.gumloop.com/api-reference/organization/manage-workspace-users.md): This endpoint allows organization administrators to add or remove users from a workspace.
- [Manage custom role users](https://docs.gumloop.com/api-reference/organization/manage-permission-group-users.md): This endpoint allows organization administrators to add or remove users from a custom role (formerly "permission group"). Adding a user to a role does not remove them from any other role they belong to.
- [List custom role credit limits](https://docs.gumloop.com/api-reference/organization/list-role-credit-limits.md): This endpoint lists every active custom role in an organization together with its monthly credit limit, so external systems can manage credit limits programmatically. A `monthly_credit_limit` of `null` means the role sets no limit of its own. The limit applies to each member of the role individually…
- [Get custom role credit limit](https://docs.gumloop.com/api-reference/organization/get-role-credit-limit.md): This endpoint returns the monthly credit limit of one custom role. A `monthly_credit_limit` of `null` means the role sets no limit of its own.
- [Set custom role credit limit](https://docs.gumloop.com/api-reference/organization/set-role-credit-limit.md): This endpoint sets or clears the monthly credit limit of a custom role. The limit applies to each member of the role individually and takes effect immediately: member allowances are recalculated while preserving credits already used in the current billing cycle. Send `"monthly_credit_limit": null` t…
- [Export data](https://docs.gumloop.com/api-reference/organization/export-data.md): This endpoint allows enterprise organization administrators to create and initiate a comprehensive data export for their organization or specific workspaces.
- [Get data export status](https://docs.gumloop.com/api-reference/organization/export-status.md): This endpoint retrieves the status of a data export job and optionally downloads the export file (as CSV) if the export has completed successfully.
- [Start flow run](https://docs.gumloop.com/api-reference/running-an-automation/start-automation.md): This endpoint is used to trigger a flow run via API
- [Kill flow run](https://docs.gumloop.com/api-reference/running-an-automation/kill-automation.md): This endpoint is used to kill a flow run and all its subflow runs.
- [Retrieve run details](https://docs.gumloop.com/api-reference/running-an-automation/retrieve-run-details.md): This endpoint can be used to poll for completion and retrieve final flow outputs. Output nodes must be used to retrieve outputs.
- [Gumloop for Terminal](https://docs.gumloop.com/cli/overview.md): Drive Gumloop agents, sessions, chat completions, MCP servers, Company Brain, skills, and artifacts from your shell.
- [Authentication](https://docs.gumloop.com/cli/authentication.md): Sign in with OAuth or an API key. The CLI stores credentials in your OS keychain.
- [Agents](https://docs.gumloop.com/cli/agents.md): List, inspect, create, and update agents from the terminal.
- [Sessions](https://docs.gumloop.com/cli/sessions.md): Start agent conversations, send follow-ups, and cancel running sessions.
- [Chat](https://docs.gumloop.com/cli/chat.md): Send chat completions to any Gumloop-supported model from the terminal.
- [MCP Servers](https://docs.gumloop.com/cli/mcp.md): Explore the MCP servers available to your account and execute their tools.
- [Brain](https://docs.gumloop.com/cli/brain.md): Search your Company Brain's indexed knowledge sources from the terminal.
- [Skills](https://docs.gumloop.com/cli/skills.md): Upload, update, and download agent skills as files.
- [Artifacts](https://docs.gumloop.com/cli/artifacts.md): List and download files produced by agents.
- [MCP Server](https://docs.gumloop.com/mcp-server/overview.md): Connect to the Gumloop MCP server from Claude, Cursor, VS Code, and other MCP-compatible clients.
- [Help Center](https://docs.gumloop.com/help/index.md)
- [Using Agents](https://docs.gumloop.com/help/using-agents/index.md)
- [Give an Agent a Connector](https://docs.gumloop.com/help/using-agents/give-agent-access-to-a-connector.md)
- [Choose the Right AI Model](https://docs.gumloop.com/help/using-agents/choose-the-right-ai-model.md)
- [Does My Agent Remember Conversations?](https://docs.gumloop.com/help/using-agents/does-my-agent-remember-conversations.md)
- [Sharing and Teams](https://docs.gumloop.com/help/sharing/index.md)
- [Roll Out an Agent](https://docs.gumloop.com/help/sharing/roll-out-an-agent.md)
- [Create a Team](https://docs.gumloop.com/help/sharing/create-a-team.md)
- [Add Someone to Your Org or Team](https://docs.gumloop.com/help/sharing/add-someone-to-org-or-team.md)
- [Sharing Roles](https://docs.gumloop.com/help/sharing/sharing-roles.md)
- [Enable Agent-Owned Credentials](https://docs.gumloop.com/help/sharing/enable-agent-owned-credentials.md)
- [Who Can See Chats?](https://docs.gumloop.com/help/sharing/who-can-see-chats.md)
- [Let Someone Edit Your Agent](https://docs.gumloop.com/help/sharing/let-someone-edit-an-agent.md)
- [Credits](https://docs.gumloop.com/help/credits/index.md)
- [Who Pays for a Shared Agent?](https://docs.gumloop.com/help/credits/who-gets-charged-shared-agent.md)
- [Who Pays for an Interactive Artifact?](https://docs.gumloop.com/help/credits/who-pays-interactive-artifact.md)
- [Connectors](https://docs.gumloop.com/help/connectors/index.md)
- [Add Team Connectors](https://docs.gumloop.com/help/connectors/add-team-connectors.md)
- [Use Team Connectors](https://docs.gumloop.com/help/connectors/use-team-connectors.md)
- [Revoke and Reconnect a Connector](https://docs.gumloop.com/help/connectors/revoke-and-reconnect.md)
- [Use Your Own LLM Key](https://docs.gumloop.com/help/connectors/use-your-own-llm-key.md)
- [Find Your Gumloop API Key](https://docs.gumloop.com/help/connectors/find-your-api-key.md)
- [Brain](https://docs.gumloop.com/help/brain/index.md)
- [Personal vs Team vs Organization Brain](https://docs.gumloop.com/help/brain/personal-team-org-brain.md)
- [Do I Need a Connector to Read Brain?](https://docs.gumloop.com/help/brain/do-i-need-a-connector-to-read-brain.md)
- [Why Can't I See a Knowledge Source?](https://docs.gumloop.com/help/brain/why-cant-i-see-a-knowledge-source.md)
- [Why Is a Document Missing from Brain?](https://docs.gumloop.com/help/brain/why-is-a-document-missing.md)
- [When Do Permission Changes Show Up?](https://docs.gumloop.com/help/brain/when-do-permission-changes-show-up.md)
- [How Often Does Brain Sync?](https://docs.gumloop.com/help/brain/how-often-does-brain-sync.md)
- [Why Did My Sync Fail?](https://docs.gumloop.com/help/brain/why-did-my-sync-fail.md)
- [How Do I Sync Only Certain Folders?](https://docs.gumloop.com/help/brain/sync-only-certain-folders.md)
- [What Does Pending Approval Mean?](https://docs.gumloop.com/help/brain/what-does-pending-approval-mean.md)
- [How Do I Pause, Resume, or Delete a Source?](https://docs.gumloop.com/help/brain/pause-resume-or-delete-a-source.md)
- [How Do Agents Use Brain?](https://docs.gumloop.com/help/brain/how-do-agents-use-brain.md)
- [Skills, Triggers, and MCP](https://docs.gumloop.com/help/skills-triggers-mcp/index.md)
- [Skills vs Subagents](https://docs.gumloop.com/help/skills-triggers-mcp/skills-vs-subagents.md)
- [Skills vs App Rules](https://docs.gumloop.com/help/skills-triggers-mcp/skills-vs-app-rules.md)
- [Stop a Scheduled Trigger](https://docs.gumloop.com/help/skills-triggers-mcp/stop-a-scheduled-trigger.md)
- [Custom, Proxied, and Hosted MCP](https://docs.gumloop.com/help/skills-triggers-mcp/custom-proxied-hosted-mcp.md)
- [Call Integrations from a Skill](https://docs.gumloop.com/help/skills-triggers-mcp/skill-script-integrations.md)

## OpenAPI Specs

- [openapi](/api-reference/openapi.yaml)
- [package-lock](/package-lock.json)