bots.st/llmref
llmref
Semantic search and resolve versioned doc URLs
2504 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 5
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://api.llmref.org/v1/mcp
What it can do
| Tool | What it says it does |
|---|---|
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… |
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… |
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… |
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… |
In its maker's words
Versioned documentation registry and semantic search for AI tools and coding assistants.
- Website
- llmref.org
- Source
- github.com/reclear-io/llmref-plugin
- Publisher
- llmref.org
- Listed from
- the official MCP Registry as
org.llmref/llmref - Version
- 0.1.0, updated 1 Jul 2026
- Kinds of work
- Domains and websites, Search and research, AI models and agent tools
The domain it lives on
- llmref.org
- registered 30 Jun 2026 (4 months ago), at Porkbun LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2504 ms | |
| Answered | 3054 ms | |
| Answered | 1648 ms |
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