Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "pisama-python": {
      "command": "uvx",
      "args": [
        "pisama-python"
      ]
    }
  }
}

Or install with pip: pip install pisama-python

README Excerpt

**Find and fix failures in AI agent systems. No LLM calls required.** Pisama ships 32 core heuristic detectors plus framework-specific detectors for n8n, LangGraph, Dify, and OpenClaw. They run locally with zero LLM cost on the heuristic tier. An archived run on the [TRAIL benchmark](https://arxiv.org/abs/2505.08638) reports **59.9% joint accuracy** (span and category), compared with 11.9% for the best general-purpose LLM judge tested. The public confusion counts reproduce the reported macro-F1

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Topics

ai-agentsfailure-detectionmcpobservabilitypython

pisama-python

Quick Install

README Excerpt

Tools (20)

Topics

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