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Alternatives to flipscope

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    • A
      license
      A
      quality
      C
      maintenance
      Exposes TabPFN-3.5 tabular predictions and row-level explanations as MCP tools, letting a client list orders, predict, explain, and verify which past rows a prediction actually depends on by removing them and re-asking the model. Each call is appended to a tamper-evident, hash-chained audit ledger that clients can read back for a checkable trail.
      5
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      Read-only MCP server for querying an evidence-aware knowledge vault with temporal and provenance-aware data, supporting agent memory and semantic graph projections.
      -
    • A
      license
      Not graded
      quality
      A
      maintenance
      Read-only local MCP server for inspecting AgentInspect TypeScript AI-agent traces. Lists runs, exposes bounded causal-failure and TraceFacts evidence, evaluates TraceContract checks, compares runs, and creates share-checked evidence without mutating traces or invoking agent tools.
      24,326 npm
      168
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      MCP server for AgentMark. Exposes the full AgentMark API to AI editors: list traces and spans, manage datasets, write scores, run experiments, manage apps, deployments, environments, and annotation queues.
      352
      AGPL 3.0
    • A
      license
      Not graded
      quality
      A
      maintenance
      Exposes MCP tools to list and inspect the 48 harm-ladder tasks, deterministically score a submitted decision trace, run a full evaluation against a mock or real model provider, and retrieve data provenance. This lets developers measure a model's pushback and refusal calibration as plan harm rises, directly from any MCP client.
      28 npm
      MIT