Related Servers

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Related Servers

• qc-validator-mcp

  mdfifty50-boop

  A

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  quality

  D

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• groundcheck

  offquestxo

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  A

  quality

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  maintenance

  An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scoring, hallucination detection, and retrieval quality metrics -- with zero API keys, using MCP sampling.

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• mcp-confidence

  shaxzodbek-uzb

  A

  license

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  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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• Semantix-verify

  labrat-akhona

  A

  license

  A

  quality

  A

  maintenance

  Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It exposes a single tool, verify_text_intent(text, intent_description, threshold), which uses a local quantized NLI cross-encoder (INT8 ONNX) to return a 0.0–1.0 probability that the text satisfies the given intent — and, when it doesn't, a structured correction prompt for agent retry loops. Useful for building com

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• hivelaw

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  license

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• mcp-verify

  zkaplan1103

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  license

  A

  quality

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  maintenance

  A benchmarked hallucination detector that returns unsupported claims with details. Runs as an MCP server with two modes: sampling (default, no API key) and direct API.

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