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Agent Reliability MCP server

Agent Reliability MCP server

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    • A
      license
      A
      quality
      B
      maintenance
      Provides AI agents with 12 real-time tools for search synthesis, grounded research dossiers, claim verification, citation generation, sentiment analysis, expert ranking, timeline creation, and competitive landscape mapping over Streamable HTTP or stdio.
      1
      12
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to turn a real model failure into a deterministic benchmark task by forging it with exact assertions, grading the task itself across six weighted factors, and inspecting a tamper-evident SHA-384 audit trail. Exposes eleven typed JSON-RPC 2.0 tools that call the same idempotent service layer as the UI, so mutations and decisions stay sealed and reproducible.
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      Provides protocol-neutral market intelligence for the AI agent economy, with read-only tools to search agents, retrieve details and histories, compare agents, list categories, view category rankings, and access methodology.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables Agents to retrieve structured evidence with spans, versions, and content hashes from a self-hosted knowledge base, and optionally delegate single-shot questions. Exposes read-only search, evidence lookup, and answer tools over Streamable HTTP with Bearer authentication.
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Exposes seven read-only tools that let an existing chat model search a private, incrementally ingested PDF library, fetch full parent sections with provenance and hash validation, check evidence completeness, audit literal quote anchors, view original PDF pages, and explore a frozen citation snapshot. It provides source-first retrieval and provenance without invoking another model or certifying scientific conclusions.
      7
      1
      MIT