Houtini LM
Rank #147,494glama/shotaromehta/houtini-lm
Lets Claude Code or any MCP client hand bounded work such as code review, boilerplate generation, commit messages, and format conversion to a local GPU model, an OpenAI-compatible cloud API, or a LiteLLM/OpenRouter router, so those files never enter the orchestrator's context window. This cuts token cost by roughly 93% on read-heavy tasks and provides a second model for reviewing code, while the main AI platform keeps the planning and judgement calls.
What you can do with Houtini LM
Houtini LM is a Model Context Protocol (MCP) server published by shotaromehta. It ranks #147,494 of 149,623 active servers on MCP Toplist. Houtini LM is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Oct 18, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Houtini LM can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Houtini LM
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 18, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Houtini LM and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Oct 18, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 18, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 18, 2026
- Glama ↗listed since Oct 18, 2026 · still listed
Do you maintain Houtini LM? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 2,129 of 149,623 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fshotaromehta%2Fhoutini-lm)<a href="https://mcptoplist.com/server/glama%2Fshotaromehta%2Fhoutini-lm"><img src="https://mcptoplist.com/badge/glama%2Fshotaromehta%2Fhoutini-lm.svg" alt="MCP Toplist: #147,494 of 149,623" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Houtini LM?
- Houtini LM is maintained by shotaromehta, which publishes 1 MCP server tracked on MCP Toplist.
- Is Houtini LM listed on the Official MCP Registry?
- Houtini LM is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Houtini LM have?
- Version information is unavailable for Houtini LM: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for Houtini LM?
- The source code for Houtini LM is hosted at github.com/shotaromehta/houtini-lm.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.