> ## Documentation Index
> Fetch the complete documentation index at: https://cometchat-22654f5b-docs-llms-scoped-indexes.mintlify.site/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](/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](/ai-agents)

## Agent Builder

* [Overview](/ai-agents/agent-builder/overview)

## Advanced

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

## Guides

* [Implementing Authorization](/ai-agents/agent-builder/guides/implementing-authorization)

## Mastra

* [Mastra](/ai-agents/mastra)
* [Mastra Actions](/ai-agents/mastra-actions)
* [Mastra Tools](/ai-agents/mastra-tools)
* [Mastra Runtime Context](/ai-agents/mastra-runtime-context)
* [Mastra Card Messages](/ai-agents/mastra-card-messages)

## Mastra — Guides

* [Mastra Knowledge Agent](/ai-agents/mastra-knowledge-agent)
* [Mastra Frontend Actions Agent](/ai-agents/mastra-frontend-actions-agent)
* [Mastra Backend Tools Agent](/ai-agents/mastra-backend-tools-agent)
* [Mastra Orchestrator Agent](/ai-agents/mastra-orchestrator-agent)

## Mastra — Tutorials

* [Mastra Product Hunt Agent](/ai-agents/mastra-product-hunt-agent)
* [Mastra Knowlege Agent Pdf](/ai-agents/mastra-knowlege-agent-pdf)

## CrewAI

* [CrewAI](/ai-agents/crew-ai)
* [CrewAI Actions](/ai-agents/crew-ai-actions)
* [CrewAI Tools](/ai-agents/crew-ai-tools)
* [CrewAI Card Messages](/ai-agents/crew-ai-card-messages)

## CrewAI — Guides

* [CrewAI Knowledge Agent](/ai-agents/crew-ai-knowledge-agent)

## CrewAI — Tutorials

* [CrewAI Product Hunt Agent](/ai-agents/crew-ai-product-hunt-agent)

## Agno

* [Agno](/ai-agents/agno)
* [Agno Actions](/ai-agents/agno-actions)
* [Agno Tools](/ai-agents/agno-tools)
* [Agno Card Messages](/ai-agents/agno-card-messages)

## Agno — Guides

* [Agno Knowledge Agent](/ai-agents/agno-knowledge-agent)

## Agno — Tutorials

* [Agno Product Hunt Agent](/ai-agents/agno-product-hunt-agent)

## Vercel AI

* [Vercel](/ai-agents/vercel)
* [Vercel Actions](/ai-agents/vercel-actions)
* [Vercel Tools](/ai-agents/vercel-tools)
* [Vercel Card Messages](/ai-agents/vercel-card-messages)

## Vercel AI — Guides

* [Vercel Knowledge Agent](/ai-agents/vercel-knowledge-agent)

## Vercel AI — Tutorials

* [Vercel Product Hunt Agent](/ai-agents/vercel-product-hunt-agent)

## LangGraph

* [LangGraph](/ai-agents/langgraph)
* [LangGraph Card Messages](/ai-agents/langgraph-card-messages)

## LangGraph — Guides

* [LangGraph Knowledge Agent](/ai-agents/langgraph-knowledge-agent)

## LangGraph — Tutorials

* [LangGraph Product Hunt Agent](/ai-agents/langgraph-product-hunt-agent)

## AG2

* [AG2](/ai-agents/ag2)
* [AG2 Actions](/ai-agents/ag2-actions)
* [AG2 Tools](/ai-agents/ag2-tools)
* [AG2 Card Messages](/ai-agents/ag2-card-messages)

## AG2 — Guides

* [AG2 Knowledge Agent](/ai-agents/ag2-knowledge-agent)

## AG2 — Tutorials

* [AG2 Product Hunt Agent](/ai-agents/ag2-product-hunt-agent)

## AG-UI

* [AG-UI](/ai-agents/ag-ui)
* [AG-UI Actions](/ai-agents/ag-ui-actions)
* [AG-UI Tools](/ai-agents/ag-ui-tools)
* [AG-UI Card Messages](/ai-agents/ag-ui-card-messages)

## AG-UI — Guides

* [CometChat AG-UI Byoa](/ai-agents/cometchat-ag-ui-byoa)

## AG-UI — Implementation

* [CometChat AG-UI Express](/ai-agents/cometchat-ag-ui-express)
* [CometChat AG-UI Nestjs](/ai-agents/cometchat-ag-ui-nestjs)

## Chat Widget

* [Chat Widget](/ai-agents/chat-widget)

## Custom Bots

* [Custom Bots](/ai-chatbots/custom-bots)

## BYO Agent APIs

* [Overview](/rest-api/byo-ai-agents-apis/overview)
* [Setup And Authentication](/rest-api/byo-ai-agents-apis/setup-and-authentication)
* [Users And Groups](/rest-api/byo-ai-agents-apis/users-and-groups)

## BYO Agents

* [Create BYO Agent](/rest-api/byo-ai-agents-apis/agents/create-byo-agent)
* [List BYO Agents](/rest-api/byo-ai-agents-apis/agents/list-byo-agents)
* [Update BYO Agent](/rest-api/byo-ai-agents-apis/agents/update-byo-agent)
* [Delete BYO Agent](/rest-api/byo-ai-agents-apis/agents/delete-byo-agent)

## Tools

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

## Troubleshoot

* [BYO AI Agents APIs — Error Codes](/rest-api/byo-ai-agents-apis/error-codes)
* [BYO AI Agents APIs — Properties And Constraints](/rest-api/byo-ai-agents-apis/properties-and-constraints)
* [AI Agents APIs — Error Codes](/rest-api/ai-agents-apis/error-codes)
* [AI Agents APIs — Properties And Constraints](/rest-api/ai-agents-apis/properties-and-constraints)

## Agent Builder APIs

* [Overview](/rest-api/ai-agents-apis/overview)
* [Setup And Authentication](/rest-api/ai-agents-apis/setup-and-authentication)
* [Users And Groups](/rest-api/ai-agents-apis/users-and-groups)

## Agents

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

## Custom API Tools

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

## Frontend Actions

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

## MCP Servers

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

## Knowledge Base

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

## Variables

* [Get All Available Variables](/rest-api/ai-agents-apis/variables/get-all-available-variables)
* [Create Custom Variable](/rest-api/ai-agents-apis/variables/create-custom-variable)
* [Update Custom Variable](/rest-api/ai-agents-apis/variables/update-custom-variable)
* [Delete Custom Variable](/rest-api/ai-agents-apis/variables/delete-custom-variable)


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