Skip to main content
Glama
citarium

Agent Reliability MCP server

Related Servers

Alternatives to Agent Reliability MCP server

No user-submitted related servers found.

    Related Servers

    • 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
      B
      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
      Not graded
      quality
      A
      maintenance
      Enables agents to browse and retrieve benchmark reasoning tasks, deterministically grade submitted answers, run the evaluation suite against a model provider, and inspect data provenance and the ranking-stability index entry. It also supports scoring stability analysis across repeated runs and prompt variants via its tools.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to read, search, and propose shared team knowledge as reviewable claims, while holding agent-proposed additions until a human approves them. Agents can also cite documents as evidence for existing claims, with no tools for reviewing, retracting, or unciting.
      Apache 2.0

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues