# Pisama MCP Server

> Pisama MCP Server — pisama-ai-pisama-python. Use this tool when you need to analyze AI agent traces and detect failures without relying on large language model (LLM) calls. The Pisama MCP Server enables heuristic-based detection and fixing of issues, providing a efficient solution for troubleshooting and optimizing AI agent performance. It takes AI agent traces as input and outputs actionable insights for failure resolution, making it ideal for use cases where LLM calls are not feasible or desirable.

Canonical page: https://skillsregistry.net/skills/pisama-ai-pisama-python  
JSON: https://api.skillsregistry.net/v1/skills/pisama-ai-pisama-python

## Description

Enables analysis of AI agent traces to detect and fix failures using heuristic detectors, with no LLM calls required.

## Trust

- **Trust score (0–1):** 0.46
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/glzzeoonjd)
- **Repository:** <https://github.com/Pisama-AI/pisama-python>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "pisama-ai-pisama-python"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/pisama-ai-pisama-python` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/pisama-ai-pisama-python/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt