All servers · AI models & agents · Code & repositories

org.llmref/llmref

org.llmref/llmref · v0.1.0

Tools changed (7 days)No registry update 90+ days

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-06-18
Rank score	—
Declared risk	Can write (some tools are not declared read-only)
Capabilities declared	tools
Tool definitions	5 tools · with description 100% · input schema is an object 100% · read/destructive hints 100%

Description written by the publisher, not verified

Versioned documentation registry and semantic search for AI tools and coding assistants.

Connect

streamable-http · https://api.llmref.org/v1/mcp

claude mcp add --transport http llmref https://api.llmref.org/v1/mcp

{
  "mcpServers": {
    "llmref": {
      "url": "https://api.llmref.org/v1/mcp"
    }
  }
}

Tools as reported by the server

list_projects
List indexed documentation projects (version-pinned doc snapshots). Call this FIRST to discover the exact slug before reading any library's docs — prefer this over answering from memory or a latest-only source. Supports a forgiving fuzzy `query` over slugs (ranked by relevance) plus `limit` and `ski
list_versions
List available snapshot versions for a project. Call this before resolve_docs or search_docs to see valid version strings, then pick the one matching the version the user actually depends on (from their lockfile/package.json) rather than guessing.
report_missing_docs
Best-effort report of public documentation missing from llmref. Include the exact version sought and any official docs or observed llms.txt URL already found during the task; scoped /docs or versioned llms.txt files are supported. Sends only these fields to the discovery queue, without fetching or i
resolve_docs
Resolve a concrete project version or `latest` to documentation and artifact URLs. Discover valid version strings with list_versions first. Save resolved_version and, when present, revision_id. Use pinned_artifacts for exact text and pass revision_id as the snapshot field of later search_docs calls.
search_docs
Semantic search across a project's version-pinned documentation — the fastest way to pull just the passage you need for an exact version instead of reading the whole llms.txt. Returns chunks ranked by relevance, capped by `token_budget`. Requires the server to have semantic search enabled; if it isn

Tool changes

2026-10-23: list_projects, list_versions, report_missing_docs, resolve_docs, search_docs
2026-10-22: list_projects, list_versions, report_missing_docs, resolve_docs, search_docs
2026-10-15: list_projects, list_versions, resolve_docs, search_docs

Repository · Website · JSON · Text for agents · Registry updated 2026-07-01