# Unravel MCP

> Use this tool when you need to debug MCP-compatible AI agents accurately and efficiently, as it provides a deterministic AST evidence engine that forces agents to rely on verified execution facts. This solves problems of hallucination-based debugging and enables reliable issue resolution. It takes in AI agent execution data as input and outputs verified evidence for debugging, ideal for use cases where accuracy and reliability are crucial.

Canonical page: https://skillsregistry.net/skills/eruditecoder108-unravel-mcp  
JSON: https://api.skillsregistry.net/v1/skills/eruditecoder108-unravel-mcp

## Description

A deterministic AST evidence engine that forces AI agents to debug using verified execution facts instead of pattern-matching symptoms, enabling hallucination-free debugging for MCP-compatible agents.

## Trust

- **Trust score (0–1):** 0.36
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/qpywulrquc)
- **Repository:** <https://github.com/EruditeCoder108/Unravel-MCP>

## 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": "eruditecoder108-unravel-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/eruditecoder108-unravel-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/eruditecoder108-unravel-mcp/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