Skip to main content
Glama
nBarbieri34

Houtini LM

by nBarbieri34
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Hybrid

Related Servers

Alternatives to Houtini LM

No user-submitted related servers found.

    Related Servers

    • Houtini LM

      ryujikim
      F
      license
      Not graded
      quality
      A
      maintenance
      Enables an MCP client such as Claude Code to hand bounded work — code review, test stubs, commit messages, format conversion, embeddings — to a local or cloud OpenAI-compatible model, so the files being processed never enter the orchestrator's context window and token costs drop. It also provides a cheap second model for reviewing code and checking work without consuming the primary assistant's quota.
      -

    • Houtini LM

      mOrlov55843
      F
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP clients like Claude Code to hand bounded work such as code review, boilerplate, commit messages and format conversion to a local GPU model or a cheaper cloud LLM through any OpenAI-compatible endpoint. Keeps the main model as architect and reviewer, cutting token costs while providing a second opinion on code.
      -

    • Houtini LM

      kanokwan0352
      F
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP clients such as Claude Code to hand bounded work — code reviews, boilerplate, commit messages, format conversion, embeddings — to a local or cloud OpenAI-compatible LLM instead of the main model, cutting token spend by keeping large files out of the orchestrator's context. It also provides a cheap second model for reviewing code and verifying results.
      -

    • Houtini LM

      ManfredKarlsson6580
      F
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP clients like Claude Code to delegate bounded work — code review, boilerplate, commit messages, format conversion, embeddings — to a local GPU model or a cheaper cloud endpoint, keeping large file contents out of the orchestrator's context window. This cuts token costs dramatically while providing a second model for independent review.
      -

    • Houtini LM

      laylam6170
      F
      license
      Not graded
      quality
      A
      maintenance
      Enables Claude Code and other MCP clients to hand bounded work such as code review, boilerplate generation, commit messages, format conversion and embeddings to a local GPU model, LiteLLM router, OpenRouter, or cheaper cloud API like OpenAI, DeepSeek, Groq or Cerebras. Keeps the orchestrating model as architect and reviewer, cutting token spend and providing a second opinion on code.
      -

    • Houtini LM

      Kerstin59718
      F
      license
      Not graded
      quality
      A
      maintenance
      Enables Claude Code or any MCP client to delegate bounded tasks such as code review, boilerplate, and documentation to local or cloud OpenAI-compatible LLMs. This reduces token usage by keeping large source files out of the main model's context while allowing results to be reviewed by the orchestrator.
      -

    This server cannot be deployed

    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources