MCP server/ai-tools

AGNO Docs MCP Server

Gives AI assistants direct access to the AGNO framework documentation.

★ 9Attilio81/MCP_AGNO ↗by Attilio81updated
1

Add it to Claude Code

claude mcp add agno-docs -- mcp-agno
2

Make your agent remember this setup

agno-docs's config, env vars, and the gotchas you hit — recalled in every future Claude Code, Cursor, and Codex session.

npx conare@latest

Free · one command · indexes the sessions already on disk. Set up in the browser instead →

What it does

  • Real-time access to AGNO framework documentation
  • Browse and list all documentation sections
  • Fetch full content of specific documentation pages
  • Keyword-based search across the entire documentation catalog
  • Auto-discovery of pages from the live AGNO sitemap

Tools 3

list_agno_sectionsList all available documentation sections with their slugs and URLs
get_agno_pageFetch the full content of a documentation page by slug or URL
search_agno_docsKeyword search across the catalog — returns matching slugs without fetching pages

Try it

List all the available documentation sections for the AGNO framework.
Search the AGNO documentation for information on how to build Agents.
Fetch the full documentation page for the AGNO Workflows section.
Can you explain how to use AgentOS based on the AGNO documentation?
Original README from Attilio81/MCP_AGNO

mcp-agno

An MCP (Model Context Protocol) server that gives AI assistants direct access to the AGNO framework documentation.

Instead of crawling docs manually or relying on outdated training data, Claude and other MCP-compatible clients can browse, fetch, and search AGNO docs in real time.

What it does

Exposes three MCP tools:

Tool Description
list_agno_sections List all available documentation sections with their slugs and URLs
get_agno_page Fetch the full content of a documentation page by slug or URL
search_agno_docs Keyword search across the catalog — returns matching slugs without fetching pages

On startup the server seeds a catalog of core sections (Introduction, Agents, Teams, Workflows, AgentOS) and auto-discovers additional pages from the live AGNO sitemap.


Requirements

  • Python 3.11+
  • uv (recommended) or pip

Installation

With uv (recommended)

git clone https://github.com/Attilio81/MCP_AGNO.git
cd MCP_AGNO
uv pip install -e .

With pip

git clone https://github.com/Attilio81/MCP_AGNO.git
cd MCP_AGNO
pip install -e .

This installs the mcp-agno command.


Usage with Claude Desktop

Add the server to your Claude Desktop config (claude_desktop_config.json):

{
  "mcpServers": {
    "agno-docs": {
      "command": "mcp-agno"
    }
  }
}

If you installed with uv in a virtual environment, use the full path:

{
  "mcpServers": {
    "agno-docs": {
      "command": "/path/to/venv/bin/mcp-agno"
    }
  }
}

Restart Claude Desktop. The three tools will appear automatically.


Usage with Claude Code (CLI)

claude mcp add agno-docs mcp-agno

Or add it to your project's .mcp.json:

{
  "mcpServers": {
    "agno-docs": {
      "command": "mcp-agno"
    }
  }
}

Running manually (for testing)

mcp-agno

The server runs over stdio and waits for MCP messages.


Development

git clone https://github.com/Attilio81/MCP_AGNO.git
cd MCP_AGNO
uv pip install -e ".[dev]"
pytest

Resources


License

MIT

Frequently Asked Questions

What are the key features of AGNO Docs?

Real-time access to AGNO framework documentation. Browse and list all documentation sections. Fetch full content of specific documentation pages. Keyword-based search across the entire documentation catalog. Auto-discovery of pages from the live AGNO sitemap.

What can I use AGNO Docs for?

Developers building AI agents who need quick access to AGNO syntax and patterns.. Engineers troubleshooting AGNO workflows by referencing the latest official documentation.. Learning the AGNO framework by querying documentation directly within the Claude interface.. Integrating AGNO documentation into AI-assisted coding workflows..

How do I install AGNO Docs?

Install AGNO Docs by running: git clone https://github.com/Attilio81/MCP_AGNO.git && cd MCP_AGNO && uv pip install -e .

What MCP clients work with AGNO Docs?

AGNO Docs works with any MCP-compatible client including Claude Desktop, Claude Code, Cursor, and other editors with MCP support.

Conare · memory for coding agents

Turn this server into reusable context

Keep AGNO Docs docs, env vars, and workflow notes in Conare so your agent carries them across sessions.

Set up free$npx conare@latest