Extract Llms Docs MCP Server

llm.energy - Extract documentation for AI agents from any site with llms.txt support

Remote serverstreamable-httpPython

What is the Extract Llms Docs MCP server?

Connect Extract Llms Docs to Claude, Cursor or any other MCP client and it stops being a tab you switch to. llm.energy - Extract documentation for AI agents from any site with llms.txt support. The extract llms docs mcp server is what makes that connection.

What the server does

Extract llms.txt documentation and install.md instructions from any website for AI agents, LLMs, and automation workflows.

Installation

Because this one is hosted, setup is mostly authentication — you point your client at the endpoint and approve access. Nothing runs on your machine, so there is no runtime to keep patched.

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • extract_docs — Extract documentation from a URL with llms.txt support
  • validate_url — Check if a URL has llms.txt available
  • verify_llms_txt — Verify llms.txt exists and get file info
  • discover_documentation_urls — Find documentation URLs for a domain
  • list_sites — Get directory of known llms.txt-enabled sites
  • search_sites — Search the site directory by category or keyword

Credentials and setup notes

Configuration is passed through the environment: ADMIN_KEY, ANTHROPIC_API_KEY. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

Worth knowing first

  • Your data travels to the provider's service, so the usual questions apply about what you send and what they retain.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Where it fits

Plenty of knowledge and memory servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. Extract Llms Docs's toolset — extract_docs, validate_url, verify_llms_txt and 3 more — is a fair guide to whether it matches your workflow. It is maintained by nirholas; worth a glance at recent repository activity before you build anything load-bearing on it.

We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.

Available tools

ToolWhat it does
extract_docsExtract documentation from a URL with llms.txt support
validate_urlCheck if a URL has llms.txt available
verify_llms_txtVerify llms.txt exists and get file info
discover_documentation_urlsFind documentation URLs for a domain
list_sitesGet directory of known llms.txt-enabled sites
search_sitesSearch the site directory by category or keyword

Configuration

VariableDescriptionRequired
ADMIN_KEYCredential the server authenticates with.Yes
ANTHROPIC_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • Use Extract Llms Docs to extract docs.
  • Use Extract Llms Docs to validate url.
  • Use Extract Llms Docs to verify llms txt.

Frequently asked questions

It connects Extract Llms Docs to MCP-compatible AI assistants such as Claude and Cursor, exposing 6 tools (extract_docs, validate_url, verify_llms_txt, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Extract Llms Docs directly.