# shadow-perception-mcp

> shadow-perception-mcp — alex-jb-shadow-perception-mcp. Use this tool when you need to ensure compliance and fairness in data science artifacts, such as Jupyter notebooks and code scripts. It scans for issues like data leakage and bias, and outputs signed verdicts after running a 5-voice compliance council. Ideal for use cases where regulatory compliance and model explainability are crucial, providing a secure and transparent interface for data science auditing.

Canonical page: https://skillsregistry.net/skills/alex-jb-shadow-perception-mcp  
JSON: https://api.skillsregistry.net/v1/skills/alex-jb-shadow-perception-mcp

## Description

An MCP server that scans data science artifacts (Jupyter notebooks, R scripts, code) and runs a 5-voice compliance council to detect issues like leakage and fairness, outputting signed verdicts.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ony4wxm6f9)
- **Repository:** <https://github.com/alex-jb/shadow-perception-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": "alex-jb-shadow-perception-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alex-jb-shadow-perception-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alex-jb-shadow-perception-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