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Alternatives to probe-mcp

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    • A
      license
      Not graded
      quality
      D
      maintenance
      MCP server for mechanistic interpretability research, enabling agents to drive probe-causality and SAE-feature experiments via 8 typed tools on user's own compute (Colab).
      24 PyPI
      Apache 2.0
    • A
      license
      A
      quality
      A
      maintenance
      Enables AI agents and MCP clients to run research as an explicit scientific process: forming hypotheses, designing and executing sealed experiments, capturing observations and artifacts, linking claims to supporting evidence, and reviewing provenance. Exposes coordinated MCP services so users can inspect, reproduce, and audit every step from question to conclusion rather than trusting an opaque final answer.
      46
      223 PyPI
      21
      Apache 2.0
    • A
      license
      A
      quality
      A
      maintenance
      MCP server for analyzing transformer language model internals, exposing tools to trace attention heads and neurons responsible for predictions, get activation statistics, ablate components, and sketch circuits.
      4
      1
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables coding agents to govern and access memory engines over MCP, with scoped read/write permissions, journaling, secret scrubbing, and bounded context delivery at session start.
      MIT
    • A
      license
      C
      quality
      C
      maintenance
      An MCP execution layer that lets capable AI models safely control a developer workstation for file edits, terminal and process execution, Git operations, language-server analysis, browser and Windows UI automation, media processing, job/resource control, and checkpointing. It also coordinates durable single- or multi-agent tasks across providers with leases, dependency graphs, evidence logs, repair loops, and separate verification gates.
      128
      1
      ISC