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Related Servers

Alternatives to muphys-law

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Verified memory for AI agents — agents propose memories that are quarantined until verified against evidence, and recall() returns only trusted, fresh, and in-scope facts, preventing poisoned or hallucinated data from spreading.
      8 npm
      1
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    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides coding agents with durable, cross-session lessons-learned memory, enforcing that success or failure verdicts can only come from human approval, human correction, or objective metrics—never from the agent itself.
      Apache 2.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables AI agents to learn from their work by recording tasks, extracting patterns, detecting mistakes, and proactively surfacing insights, all using the agent's own model through a cooperative intelligence pattern.
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    • F
      license
      Not graded
      quality
      D
      maintenance
      Agent learning infrastructure that captures experience, surfaces what works, and builds reusable capabilities. MCP-native with 94.4% LongMemEval accuracy.
      -

    TDQS

    A3.7/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: querying lessons, recording their application, submitting candidates for review, and retiring lessons. No overlap or ambiguity.

    Naming Consistency5/5

    All tools follow a consistent 'lessons_<verb>' pattern (lessons_query, lessons_apply, lessons_candidate, lessons_supersede), making the naming predictable and uniform.

    Tool Count5/5

    With 4 tools, the server is well-scoped for managing lessons. Each tool serves a necessary role without redundancy or bloat.

    Completeness3/5

    The core actions (query, apply, submit candidate, retire) are covered, but missing curator tools for approving/rejecting candidates and updating lessons leave notable gaps in the lifecycle.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues