MCP Server for docs

[yarnabrina]

Hi, I found that starting with V2 there is an MCP server which can be added to own clients to ask about the docs. We are considering to add similar feature in docs of sktime, can someone please point me to the relevant repository/directory where this is written and integrated with the website for reference?

[Nancy-Chauhan]

Hi @yarnabrina,
The MCP server for docs is implemented in the main Agno repository:
libs/agno/agno/os/mcp.py - Core MCP server implementation
cookbook/agent_os/mcp/enable_mcp_example.py - Complete working example
agno-docs/concepts/tools/mcp/mcp.mdx - Documentation

How it works:

agent_os = AgentOS(
    agents=[your_agents],
    enable_mcp=True,  # Exposes MCP server at /mcp endpoint
)

Uses FastMCP framework to expose documentation queries and agent capabilities via HTTP (streamable-http transport). The hosted version at https://docs.agno.com/mcp is referenced throughout the examples.
This should give you a good starting point for implementing similar functionality in sktime.

Please let me know if this works for your sktime implementation and if you need any clarification on the setup!

[yarnabrina]

Thanks a lot @Nancy-Chauhan for the response, let me go through these links.