# AgentRuntime

> User guides for designing, running, and observing production AI agent workflows.

## Docs

- [Autopilot and chat](https://docs.agentruntime.io/ai/autopilot-and-chat.md): Use the Console copilot and chat threads alongside AgentRuntime workflows.
- [LLM providers](https://docs.agentruntime.io/ai/llm-providers.md): Configure API keys and model catalogs for workflow LLM steps in AgentRuntime.
- [Memory](https://docs.agentruntime.io/ai/memory.md): Long-term knowledge — search, indexing, extraction, and workflow context in AgentRuntime.
- [API authentication](https://docs.agentruntime.io/api/authentication.md): Sign in with email, Google OAuth, or personal access tokens for AgentRuntime APIs.
- [API examples](https://docs.agentruntime.io/api/examples.md): Copy-paste request and response samples for common AgentRuntime REST operations.
- [API overview](https://docs.agentruntime.io/api/overview.md): REST API surface for workflows, runs, integrations, and billing at api.agentruntime.io.
- [Platform MCP](https://docs.agentruntime.io/api/platform-mcp.md): Connect Cursor, Claude, and other MCP clients to AgentRuntime workflows, runs, and analytics.
- [API reference](https://docs.agentruntime.io/api/reference.md): REST endpoints, request shapes, and interactive API explorer for AgentRuntime.
- [ActiveCampaign connector](https://docs.agentruntime.io/connectors/activecampaign.md): Manage contacts, lists, tags, and accounts in ActiveCampaign from AgentRuntime workflows.
- [Brave Search connector](https://docs.agentruntime.io/connectors/brave.md): Web, news, image, video, and local search plus AI summaries via the Brave Search API.
- [Browserless connector](https://docs.agentruntime.io/connectors/browserless.md): Capture screenshots, generate PDFs, scrape pages, and run Lighthouse audits via Browserless headless Chrome.
- [ClickUp connector](https://docs.agentruntime.io/connectors/clickup.md): Manage ClickUp workspaces, lists, tasks, and comments from AgentRuntime workflows.
- [Cursor connector](https://docs.agentruntime.io/connectors/cursor.md): Launch and manage Cursor cloud agents on GitHub repositories from AgentRuntime workflows.
- [ElevenLabs connector](https://docs.agentruntime.io/connectors/elevenlabs.md): List voices and synthesize speech from text with ElevenLabs text-to-speech in AgentRuntime workflows.
- [Exa connector](https://docs.agentruntime.io/connectors/exa.md): Semantic web search, similar-page discovery, and cited answers via the Exa API.
- [Firestore connector](https://docs.agentruntime.io/connectors/firestore.md): Query, update, and manage Google Cloud Firestore documents from AgentRuntime workflow steps.
- [Gemini Images connector](https://docs.agentruntime.io/connectors/geminiimage.md): Generate, edit, and compose images with Google Gemini and Imagen models from AgentRuntime workflows.
- [GitHub connector](https://docs.agentruntime.io/connectors/github.md): Automate repositories, issues, and pull requests from AgentRuntime workflows.
- [GitLab connector](https://docs.agentruntime.io/connectors/gitlab.md): List projects, manage issues, and call the GitLab REST API from AgentRuntime workflows.
- [Gmail connector](https://docs.agentruntime.io/connectors/gmail.md): Send, search, and reply to email from AgentRuntime workflows via the Gmail MCP adapter.
- [Google Calendar connector](https://docs.agentruntime.io/connectors/google-calendar.md): Schedule meetings, check availability, and manage events from AgentRuntime workflows.
- [Google Docs connector](https://docs.agentruntime.io/connectors/google-docs.md): Create, read, and fill Google Docs from AgentRuntime workflows.
- [Google Drive connector](https://docs.agentruntime.io/connectors/google-drive.md): Search, upload, share, and organize Drive files from AgentRuntime workflows.
- [Google Form connector](https://docs.agentruntime.io/connectors/google-form.md): Create forms, collect responses, and manage permissions from AgentRuntime workflows.
- [Google Search connector](https://docs.agentruntime.io/connectors/google-search.md): Query your Vertex AI Search app from AgentRuntime workflows for grounded retrieval.
- [Google Search Console connector](https://docs.agentruntime.io/connectors/google-search-console.md): Pull search analytics, inspect URLs, and manage sitemaps from AgentRuntime workflows.
- [Google Sheets connector](https://docs.agentruntime.io/connectors/google-sheets.md): Read, write, and format spreadsheet data from AgentRuntime workflows.
- [Google Slides connector](https://docs.agentruntime.io/connectors/google-slides.md): Generate and update presentations from AgentRuntime workflows.
- [Google Tasks connector](https://docs.agentruntime.io/connectors/google-tasks.md): Manage task lists and to-dos from AgentRuntime workflows.
- [Healthcare connector](https://docs.agentruntime.io/connectors/healthcare.md): Mock FHIR-style clinical tools for prototyping healthcare agent workflows — not for production PHI.
- [LinkedIn connector](https://docs.agentruntime.io/connectors/linkedin.md): Publish posts, manage company updates, and read organization data from AgentRuntime workflows.
- [MongoDB connector](https://docs.agentruntime.io/connectors/mongodb.md): Query, aggregate, and update MongoDB collections from AgentRuntime workflow steps.
- [MySQL connector](https://docs.agentruntime.io/connectors/mysql.md): Query, monitor, and maintain MySQL databases from AgentRuntime workflow steps.
- [Neo4j connector](https://docs.agentruntime.io/connectors/neo4j.md): Query and update Neo4j graph databases with Cypher from AgentRuntime workflow steps.
- [Notion connector](https://docs.agentruntime.io/connectors/notion.md): Read and write Notion pages, databases, and comments from AgentRuntime workflows.
- [OpenAI Images connector](https://docs.agentruntime.io/connectors/openaiimage.md): Generate, edit, and vary images with OpenAI DALL-E and gpt-image models from AgentRuntime workflows.
- [Postgres connector](https://docs.agentruntime.io/connectors/postgres.md): Query, explain, and manage PostgreSQL databases from AgentRuntime workflow steps.
- [Reddit connector](https://docs.agentruntime.io/connectors/reddit.md): Read posts and comments, create posts, and reply on Reddit from AgentRuntime workflows.
- [Redis connector](https://docs.agentruntime.io/connectors/redis.md): Read, write, and run Redis commands from AgentRuntime workflow steps.
- [Resend connector](https://docs.agentruntime.io/connectors/resend.md): Send transactional email and manage audiences from AgentRuntime workflows.
- [RSS connector](https://docs.agentruntime.io/connectors/rss.md): Fetch and parse RSS and Atom feeds from public URLs in AgentRuntime workflows.
- [Shopify connector](https://docs.agentruntime.io/connectors/shopify.md): Manage products, orders, customers, and inventory in Shopify from AgentRuntime workflows.
- [Slack connector](https://docs.agentruntime.io/connectors/slack.md): Slack integration for AgentRuntime — catalog placeholder with bot token setup guidance.
- [SQLite connector](https://docs.agentruntime.io/connectors/sqlite.md): Query and manage SQLite database files from AgentRuntime workflow steps.
- [Vapi connector](https://docs.agentruntime.io/connectors/vapi.md): List and inspect Vapi voice assistants from AgentRuntime workflows.
- [WhatsApp connector](https://docs.agentruntime.io/connectors/whatsapp.md): Connect WhatsApp Business and send messages from AgentRuntime workflows.
- [Wrike connector](https://docs.agentruntime.io/connectors/wrike.md): Manage Wrike folders, projects, tasks, attachments, and comments from AgentRuntime workflows.
- [YouTube connector](https://docs.agentruntime.io/connectors/youtube.md): Search videos, read channels and playlists, manage comments and subscriptions via the YouTube Data API.
- [Form webhook → Postgres → Resend digest](https://docs.agentruntime.io/guides/form-webhook-postgres-resend-digest.md): Capture form submissions via webhook, store rows in Postgres, and email a daily summary with Resend.
- [GitHub PR → LLM review → comment](https://docs.agentruntime.io/guides/github-pr-review.md): Fetch a pull request, generate an LLM review summary, get human approval, and post a comment on GitHub.
- [Lead webhook → ActiveCampaign + Notion](https://docs.agentruntime.io/guides/lead-sync-activecampaign-notion.md): Sync inbound leads to ActiveCampaign and log every submission in a Notion database.
- [End-to-end guides](https://docs.agentruntime.io/guides/overview.md): Full workflow recipes that chain connectors — from webhook to database to notification.
- [Scheduled Postgres → Gmail report](https://docs.agentruntime.io/guides/scheduled-postgres-gmail-report.md): Query Postgres on a schedule, summarize results with an LLM, and email stakeholders via Gmail.
- [Shopify order → WhatsApp template](https://docs.agentruntime.io/guides/shopify-order-whatsapp.md): When an order ships, look up details in Shopify and notify the customer with an approved WhatsApp template.
- [Integration authentication](https://docs.agentruntime.io/integrations/authentication.md): OAuth, API keys, and connection strings for AgentRuntime MCP connectors.
- [Connections](https://docs.agentruntime.io/integrations/connections.md): Save Google, WhatsApp, and API key credentials for MCP connectors in AgentRuntime.
- [Connector catalog](https://docs.agentruntime.io/integrations/connector-catalog.md): Index of all MCP connectors — each adapter has its own setup and tools page.
- [Custom MCP servers](https://docs.agentruntime.io/integrations/custom-mcp-servers.md): Register third-party MCP servers you operate and use them in workflow mcp_call steps.
- [Google Workspace](https://docs.agentruntime.io/integrations/google-workspace.md): Connect Google accounts once and use Gmail, Drive, Sheets, Calendar, and other Workspace MCP adapters.
- [Inbound webhook wizard](https://docs.agentruntime.io/integrations/inbound-webhook-wizard.md): Step-by-step walkthrough for creating signed webhook subscriptions in Workflow Studio, Settings, and Autopilot Chat.
- [Inbound webhooks](https://docs.agentruntime.io/integrations/inbound-webhooks.md): Trigger AgentRuntime workflow runs from external systems via signed webhook subscriptions.
- [MCP instances](https://docs.agentruntime.io/integrations/mcp-instances.md): Install platform MCP servers, configure profiles, and bind connections in your project.
- [Integrations quickstart](https://docs.agentruntime.io/integrations/quickstart.md): Connect your first MCP tool in AgentRuntime — connections, instances, and workflow steps.
- [What is AgentRuntime?](https://docs.agentruntime.io/introduction/what-is-agentruntime.md): An API-first runtime for production AI agent workflows — orchestration, MCP tools, human approvals, and observability.
- [Analytics](https://docs.agentruntime.io/platform/analytics.md): Workspace usage, reliability, and automation impact from workflow runs and billing events.
- [Billing and credits](https://docs.agentruntime.io/platform/billing-and-credits.md): Plans, trials, credit buckets, usage metering, and PAYG top-ups in AgentRuntime.
- [Feature availability](https://docs.agentruntime.io/platform/feature-availability.md): Preview, beta, API-only, and catalog-placeholder features in AgentRuntime.
- [Key concepts](https://docs.agentruntime.io/platform/key-concepts.md): Workspaces, projects, roles, workflows, runs, MCP, and connections — the AgentRuntime platform model.
- [Multi-product billing](https://docs.agentruntime.io/platform/multi-product-billing.md): How product_code scopes plans, workspaces, and Stripe catalog rows on the shared AgentRuntime platform.
- [Quickstart](https://docs.agentruntime.io/platform/quickstart.md): Create a workspace, connect a tool, and run your first workflow in under 30 minutes.
- [Referrals and affiliates](https://docs.agentruntime.io/platform/referrals-and-affiliates.md): Share referral codes, earn commissions, and understand workspace vs platform referral programs.
- [Roles and permissions](https://docs.agentruntime.io/platform/roles-permissions.md): Project and tenant roles that control workflow, integration, and billing access in AgentRuntime.
- [Security and compliance](https://docs.agentruntime.io/platform/security-and-compliance.md): How AgentRuntime protects workspaces, credentials, and data — with links to legal policies.
- [Workspace settings](https://docs.agentruntime.io/platform/settings.md): Configure your workspace name, billing, auth policy, and member defaults in the Console.
- [Troubleshooting](https://docs.agentruntime.io/platform/troubleshooting.md): Fix failed runs, MCP binding errors, credit exhaustion, OAuth reconnects, and API auth issues.
- [User management](https://docs.agentruntime.io/platform/user-management.md): Invite members, assign roles, and manage access across your AgentRuntime workspace.
- [Command Center](https://docs.agentruntime.io/workflows/command-center.md): Review approvals, monitor active runs, and recover from failures in the AgentRuntime run inbox.
- [External triggers and Run setup](https://docs.agentruntime.io/workflows/external-triggers.md): How inbound webhooks and scheduled cron triggers merge saved Run setup defaults.
- [Human tasks](https://docs.agentruntime.io/workflows/human-tasks.md): Add approval gates and human-in-the-loop pauses to AgentRuntime workflows.
- [Workflow JSON cookbook](https://docs.agentruntime.io/workflows/json-schema-cookbook.md): Copy-paste workflow graph examples — MCP chains, Lua transforms, LLM steps, and for-each loops.
- [Workflow patterns](https://docs.agentruntime.io/workflows/patterns.md): Production workflow recipes — approve then send, inbound triggers, retries, and human gates.
- [Run recovery (roadmap)](https://docs.agentruntime.io/workflows/run-recovery.md): What happens when a run fails today, and planned continue-from-failure options.
- [Run setup and start input](https://docs.agentruntime.io/workflows/run-setup.md): Configure shared trigger_payload, per-step overrides, and saved Run setup defaults in Workflow Studio.
- [Runs and Command Center](https://docs.agentruntime.io/workflows/runs-and-command-center.md): Start, control, and observe workflow runs. Manage approvals from Command Center.
- [Step types](https://docs.agentruntime.io/workflows/step-types.md): MCP calls, LLM steps, human tasks, Lua scripts, and for-each loops in AgentRuntime workflows.
- [Workflow Studio](https://docs.agentruntime.io/workflows/studio.md): Author, validate, version, and run workflow graphs in the AgentRuntime Console.
- [Template intellisense](https://docs.agentruntime.io/workflows/template-intellisense.md): Use Workflow Studio suggestions to insert {{input.*}} and step output variables without memorizing step IDs or template syntax.

## Optional

- [Console](https://console.agentruntime.io)
- [API](https://api.agentruntime.io)
- [Support](mailto:support@agentruntime.io)