> ## Documentation Index
> Fetch the complete documentation index at: https://www.cometchat.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Agents — LLM docs index

> Machine-readable, AI Agents-scoped index of the current-version AI Agents doc pages as clean .md twins. Built for AI coding agents; kept out of the human sidebar.

# AI Agents — LLM docs index

> An **AI Agents-scoped**, current-version routing index for AI coding agents — a smaller alternative to
> the site-wide `/docs/llms.txt`. Full directory: [/docs/llms-index](https://www.cometchat.com/docs/llms-index).

## How to use this index

Each link points to a docs page; **append `.md`** to its URL for the clean Markdown twin. Convention:
any docs page URL + `.md` → raw Markdown. Fallback: if a `.md` twin 404s, fetch the same URL without
`.md` (HTML). Never answer props/APIs from memory.

## Pages

* [AI Agents](https://www.cometchat.com/docs/ai-agents.md)

## Agent Builder

* [Overview](https://www.cometchat.com/docs/ai-agents/agent-builder/overview.md)

## Advanced

* [Instructions](https://www.cometchat.com/docs/ai-agents/agent-builder/instructions.md)
* [Knowledge Base — Overview](https://www.cometchat.com/docs/ai-agents/agent-builder/knowledge-base/overview.md)
* [Tools — Overview](https://www.cometchat.com/docs/ai-agents/agent-builder/tools/overview.md)
* [Card Messages](https://www.cometchat.com/docs/ai-agents/agent-builder/card-messages.md)
* [MCP — Overview](https://www.cometchat.com/docs/ai-agents/agent-builder/mcp/overview.md)
* [Frontend Actions — Overview](https://www.cometchat.com/docs/ai-agents/agent-builder/frontend-actions/overview.md)
* [Variables — Overview](https://www.cometchat.com/docs/ai-agents/agent-builder/variables/overview.md)

## Guides

* [Implementing Authorization](https://www.cometchat.com/docs/ai-agents/agent-builder/guides/implementing-authorization.md)

## Mastra

* [Mastra](https://www.cometchat.com/docs/ai-agents/mastra.md)
* [Mastra Actions](https://www.cometchat.com/docs/ai-agents/mastra-actions.md)
* [Mastra Tools](https://www.cometchat.com/docs/ai-agents/mastra-tools.md)
* [Mastra Runtime Context](https://www.cometchat.com/docs/ai-agents/mastra-runtime-context.md)
* [Mastra Card Messages](https://www.cometchat.com/docs/ai-agents/mastra-card-messages.md)

## Mastra — Guides

* [Mastra Knowledge Agent](https://www.cometchat.com/docs/ai-agents/mastra-knowledge-agent.md)
* [Mastra Frontend Actions Agent](https://www.cometchat.com/docs/ai-agents/mastra-frontend-actions-agent.md)
* [Mastra Backend Tools Agent](https://www.cometchat.com/docs/ai-agents/mastra-backend-tools-agent.md)
* [Mastra Orchestrator Agent](https://www.cometchat.com/docs/ai-agents/mastra-orchestrator-agent.md)

## Mastra — Tutorials

* [Mastra Product Hunt Agent](https://www.cometchat.com/docs/ai-agents/mastra-product-hunt-agent.md)
* [Mastra Knowlege Agent Pdf](https://www.cometchat.com/docs/ai-agents/mastra-knowlege-agent-pdf.md)

## CrewAI

* [CrewAI](https://www.cometchat.com/docs/ai-agents/crew-ai.md)
* [CrewAI Actions](https://www.cometchat.com/docs/ai-agents/crew-ai-actions.md)
* [CrewAI Tools](https://www.cometchat.com/docs/ai-agents/crew-ai-tools.md)
* [CrewAI Card Messages](https://www.cometchat.com/docs/ai-agents/crew-ai-card-messages.md)

## CrewAI — Guides

* [CrewAI Knowledge Agent](https://www.cometchat.com/docs/ai-agents/crew-ai-knowledge-agent.md)

## CrewAI — Tutorials

* [CrewAI Product Hunt Agent](https://www.cometchat.com/docs/ai-agents/crew-ai-product-hunt-agent.md)

## Agno

* [Agno](https://www.cometchat.com/docs/ai-agents/agno.md)
* [Agno Actions](https://www.cometchat.com/docs/ai-agents/agno-actions.md)
* [Agno Tools](https://www.cometchat.com/docs/ai-agents/agno-tools.md)
* [Agno Card Messages](https://www.cometchat.com/docs/ai-agents/agno-card-messages.md)

## Agno — Guides

* [Agno Knowledge Agent](https://www.cometchat.com/docs/ai-agents/agno-knowledge-agent.md)

## Agno — Tutorials

* [Agno Product Hunt Agent](https://www.cometchat.com/docs/ai-agents/agno-product-hunt-agent.md)

## Vercel AI

* [Vercel](https://www.cometchat.com/docs/ai-agents/vercel.md)
* [Vercel Actions](https://www.cometchat.com/docs/ai-agents/vercel-actions.md)
* [Vercel Tools](https://www.cometchat.com/docs/ai-agents/vercel-tools.md)
* [Vercel Card Messages](https://www.cometchat.com/docs/ai-agents/vercel-card-messages.md)

## Vercel AI — Guides

* [Vercel Knowledge Agent](https://www.cometchat.com/docs/ai-agents/vercel-knowledge-agent.md)

## Vercel AI — Tutorials

* [Vercel Product Hunt Agent](https://www.cometchat.com/docs/ai-agents/vercel-product-hunt-agent.md)

## LangGraph

* [LangGraph](https://www.cometchat.com/docs/ai-agents/langgraph.md)
* [LangGraph Card Messages](https://www.cometchat.com/docs/ai-agents/langgraph-card-messages.md)

## LangGraph — Guides

* [LangGraph Knowledge Agent](https://www.cometchat.com/docs/ai-agents/langgraph-knowledge-agent.md)

## LangGraph — Tutorials

* [LangGraph Product Hunt Agent](https://www.cometchat.com/docs/ai-agents/langgraph-product-hunt-agent.md)

## AG2

* [AG2](https://www.cometchat.com/docs/ai-agents/ag2.md)
* [AG2 Actions](https://www.cometchat.com/docs/ai-agents/ag2-actions.md)
* [AG2 Tools](https://www.cometchat.com/docs/ai-agents/ag2-tools.md)
* [AG2 Card Messages](https://www.cometchat.com/docs/ai-agents/ag2-card-messages.md)

## AG2 — Guides

* [AG2 Knowledge Agent](https://www.cometchat.com/docs/ai-agents/ag2-knowledge-agent.md)

## AG2 — Tutorials

* [AG2 Product Hunt Agent](https://www.cometchat.com/docs/ai-agents/ag2-product-hunt-agent.md)

## AG-UI

* [AG-UI](https://www.cometchat.com/docs/ai-agents/ag-ui.md)
* [AG-UI Actions](https://www.cometchat.com/docs/ai-agents/ag-ui-actions.md)
* [AG-UI Tools](https://www.cometchat.com/docs/ai-agents/ag-ui-tools.md)
* [AG-UI Card Messages](https://www.cometchat.com/docs/ai-agents/ag-ui-card-messages.md)

## AG-UI — Guides

* [CometChat AG-UI Byoa](https://www.cometchat.com/docs/ai-agents/cometchat-ag-ui-byoa.md)

## AG-UI — Implementation

* [CometChat AG-UI Express](https://www.cometchat.com/docs/ai-agents/cometchat-ag-ui-express.md)
* [CometChat AG-UI Nestjs](https://www.cometchat.com/docs/ai-agents/cometchat-ag-ui-nestjs.md)

## Chat Widget

* [Chat Widget](https://www.cometchat.com/docs/ai-agents/chat-widget.md)

## Custom Bots

* [Custom Bots](https://www.cometchat.com/docs/ai-chatbots/custom-bots.md)

## BYO Agent APIs

* [Overview](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/overview.md)
* [Setup And Authentication](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/setup-and-authentication.md)
* [Users And Groups](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/users-and-groups.md)

## BYO Agents

* [Create BYO Agent](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/agents/create-byo-agent.md)
* [List BYO Agents](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/agents/list-byo-agents.md)
* [Update BYO Agent](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/agents/update-byo-agent.md)
* [Delete BYO Agent](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/agents/delete-byo-agent.md)

## Tools

* [List Tools](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/tools/list-tools.md)
* [Get Tool](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/tools/get-tool.md)
* [Create Tool](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/tools/create-tool.md)
* [Update Tool](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/tools/update-tool.md)
* [Delete Tool](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/tools/delete-tool.md)
* [Add Tools To Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/tools/add-tools-to-agent.md)
* [Remove Tools From Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/tools/remove-tools-from-agent.md)
* [Get Tool Actions For Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/tools/get-tool-actions-for-agent.md)
* [Enable Tool Actions](https://www.cometchat.com/docs/rest-api/ai-agents-apis/tools/enable-tool-actions.md)
* [Remove Tool Actions](https://www.cometchat.com/docs/rest-api/ai-agents-apis/tools/remove-tool-actions.md)

## Troubleshoot

* [BYO AI Agents APIs — Error Codes](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/error-codes.md)
* [BYO AI Agents APIs — Properties And Constraints](https://www.cometchat.com/docs/rest-api/byo-ai-agents-apis/properties-and-constraints.md)
* [AI Agents APIs — Error Codes](https://www.cometchat.com/docs/rest-api/ai-agents-apis/error-codes.md)
* [AI Agents APIs — Properties And Constraints](https://www.cometchat.com/docs/rest-api/ai-agents-apis/properties-and-constraints.md)

## Agent Builder APIs

* [Overview](https://www.cometchat.com/docs/rest-api/ai-agents-apis/overview.md)
* [Setup And Authentication](https://www.cometchat.com/docs/rest-api/ai-agents-apis/setup-and-authentication.md)
* [Users And Groups](https://www.cometchat.com/docs/rest-api/ai-agents-apis/users-and-groups.md)

## Agents

* [Create Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/agents/create-agent.md)
* [List Agents](https://www.cometchat.com/docs/rest-api/ai-agents-apis/agents/list-agents.md)
* [Get Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/agents/get-agent.md)
* [Update Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/agents/update-agent.md)
* [Delete Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/agents/delete-agent.md)
* [Search Agent Tools](https://www.cometchat.com/docs/rest-api/ai-agents-apis/agents/search-agent-tools.md)
* [List Agent Tools And Actions](https://www.cometchat.com/docs/rest-api/ai-agents-apis/agents/list-agent-tools-and-actions.md)
* [List Available Models](https://www.cometchat.com/docs/rest-api/ai-agents-apis/agents/list-available-models.md)

## Custom API Tools

* [List API Tools](https://www.cometchat.com/docs/rest-api/ai-agents-apis/custom-api-tools/list-api-tools.md)
* [Get API Tool](https://www.cometchat.com/docs/rest-api/ai-agents-apis/custom-api-tools/get-api-tool.md)
* [Create API Tool](https://www.cometchat.com/docs/rest-api/ai-agents-apis/custom-api-tools/create-api-tool.md)
* [Update API Tool](https://www.cometchat.com/docs/rest-api/ai-agents-apis/custom-api-tools/update-api-tool.md)
* [Delete API Tool](https://www.cometchat.com/docs/rest-api/ai-agents-apis/custom-api-tools/delete-api-tool.md)
* [Add API Tools To Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/custom-api-tools/add-api-tools-to-agent.md)
* [Remove API Tools From Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/custom-api-tools/remove-api-tools-from-agent.md)

## Frontend Actions

* [List Frontend Actions](https://www.cometchat.com/docs/rest-api/ai-agents-apis/frontend-actions/list-frontend-actions.md)
* [Get Frontend Action](https://www.cometchat.com/docs/rest-api/ai-agents-apis/frontend-actions/get-frontend-action.md)
* [Create Frontend Action](https://www.cometchat.com/docs/rest-api/ai-agents-apis/frontend-actions/create-frontend-action.md)
* [Update Frontend Action](https://www.cometchat.com/docs/rest-api/ai-agents-apis/frontend-actions/update-frontend-action.md)
* [Delete Frontend Action](https://www.cometchat.com/docs/rest-api/ai-agents-apis/frontend-actions/delete-frontend-action.md)
* [Add Frontend Actions To Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/frontend-actions/add-frontend-actions-to-agent.md)
* [Remove Frontend Actions From Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/frontend-actions/remove-frontend-actions-from-agent.md)

## MCP Servers

* [List MCP Servers](https://www.cometchat.com/docs/rest-api/ai-agents-apis/mcp-servers/list-mcp-servers.md)
* [Get MCP Server](https://www.cometchat.com/docs/rest-api/ai-agents-apis/mcp-servers/get-mcp-server.md)
* [Create MCP Server](https://www.cometchat.com/docs/rest-api/ai-agents-apis/mcp-servers/create-mcp-server.md)
* [Update MCP Server](https://www.cometchat.com/docs/rest-api/ai-agents-apis/mcp-servers/update-mcp-server.md)
* [Delete MCP Server](https://www.cometchat.com/docs/rest-api/ai-agents-apis/mcp-servers/delete-mcp-server.md)
* [Add MCP Servers To Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/mcp-servers/add-mcp-servers-to-agent.md)
* [Remove MCP Servers From Agent](https://www.cometchat.com/docs/rest-api/ai-agents-apis/mcp-servers/remove-mcp-servers-from-agent.md)

## Knowledge Base

* [List Knowledge Base Records](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/list-knowledge-base-records.md)
* [Get Source Pages](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/get-source-pages.md)
* [Retry Knowledge Base Source Indexing](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/retry-knowledge-base-source-indexing.md)
* [Initiate File Uploads](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/initiate-file-uploads.md)
* [Delete Uploaded File](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/delete-uploaded-file.md)
* [List Text Entries](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/list-text-entries.md)
* [Get Text Entry](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/get-text-entry.md)
* [Create Text Detail](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/create-text-detail.md)
* [Update Text Detail](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/update-text-detail.md)
* [Delete Text Detail](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/delete-text-detail.md)
* [Poll Knowledge Base Status](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/poll-knowledge-base-status.md)
* [Add Knowledge Base Files](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/add-knowledge-base-files.md)
* [Remove Knowledge Base Files](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/remove-knowledge-base-files.md)
* [Scrape Single Page](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/scrape-single-page.md)
* [Scrape Website](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/scrape-website.md)
* [Get Discovered URLs](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/get-discovered-urls.md)
* [Process Discovered URLs](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/process-discovered-urls.md)
* [Delete Website](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/delete-website.md)
* [Poll Discovered URLs Status](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/poll-discovered-urls-status.md)
* [Retry Indexing For Website Pages](https://www.cometchat.com/docs/rest-api/ai-agents-apis/knowledge-base/retry-indexing-for-website-pages.md)

## Variables

* [Get All Available Variables](https://www.cometchat.com/docs/rest-api/ai-agents-apis/variables/get-all-available-variables.md)
* [Create Custom Variable](https://www.cometchat.com/docs/rest-api/ai-agents-apis/variables/create-custom-variable.md)
* [Update Custom Variable](https://www.cometchat.com/docs/rest-api/ai-agents-apis/variables/update-custom-variable.md)
* [Delete Custom Variable](https://www.cometchat.com/docs/rest-api/ai-agents-apis/variables/delete-custom-variable.md)


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