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playidea-lab/pcq

by playidea-lab

active

Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-in MCP server exposing 14 tools (resolve/inspect/run/validate/describe/compare/lineage) for running, validating, and tracing experiments across any framework (PyTorch / HF Trainer / Lightning / sklearn / XGBoost). Apache-2.0.

AI & LLM Tools
mcp
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Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-in MCP server exposing 14 tools (resolve/inspect/run/validate/describe/compare/lineage) for running, validating, and tracing experiments across any framework (PyTorch / HF Trainer / Lightning / sklearn / XGBoost). Apache-2.0.

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AI Agent Access

Endpoint URL

https://github.com/playidea-lab/pcq

Transport

Stdio (subprocess)

Auth Method

None

Protocol Version

Not specified

MCP Config Snippet

{
  "mcpServers": {
    "playidea-labpcq": {
      "url": "https://github.com/playidea-lab/pcq"
    }
  }
}

Service Details

Protocol
Pricing
free

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