Related Servers

No user-submitted related servers found.

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• laya-mcp

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  A

  license

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  quality

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  maintenance

  Enables coding agents to make confident decisions using calibrated probabilistic tools for screening, verification, ranking, classification, and gating, fully self-hosted as an optional MCP server.

  Updated 21 days ago (2026-10-13 15:59 UTC)

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• poordjaevin

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  A

  license

  -Not graded

  quality

  A

  maintenance

  Exposes local MCP tools for typed, calibrated LLM decisions — gating risky actions, yes/no judging, classification, ordinal rating, and multi-question decisions in one pass. Runs on the model Devin's CLI already provides via ACP (or a fully offline local backend), so agents get calibrated confidence with no extra API key, no Ollama, and no waitlist.

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• cam-laya-mcp

  vdqvinh2004

  A

  license

  -Not graded

  quality

  B

  maintenance

  An MCP server that brings a local MLX-powered decision layer to coding agents, letting them choose short workflow actions such as task routing, risk checks, next steps, and test/review decisions without cloud APIs.

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• Laya MCP Server

  AIAI-Laboratory

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables AI agents to run local, CPU-only inference for decision tasks such as choosing among labels, estimating yes/no probability, and scoring ordered descriptions. Exposes these capabilities through MCP tools, REST/Swagger endpoints, and a browser test console without GPUs, paid APIs, or databases.

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• System-1 Gateway

  TheMattHub

  A

  license

  A

  quality

  A

  maintenance

  Enables Claude Code and other MCP clients to obtain fast, low-latency snap decisions — tool choice, option selection, and abstention when confidence is low — from a pluggable local decision engine such as Laya, Von, an Ollama chat model, or a custom provider. Engines can be swapped without changing the stable tools the client sees, with validation, per-attempt timeouts, confidence thresholds, and fallback chains handled by the server.

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• mcp-confidence

  shaxzodbek-uzb

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables LLM agents to route responses as accept, verify, or ask-a-human based on token logprobs, and provides an MCP server for delegating generation to local models with confidence bands.

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