# RedTeam ML API MCP

> Use this tool when you need to test the security and compliance of machine learning (ML) and large language model (LLM) API endpoints. It enables controlled adversarial penetration tests, scoring responses and generating evidence for regulatory frameworks like SOC 2, ISO 27001, and GDPR. Ideal for security teams, it provides inputs such as API endpoints and test parameters, and outputs include scored responses and compliance evidence.

Canonical page: https://skillsregistry.net/skills/rnadjqaim-redteam-ml-pentest-mcp  
JSON: https://api.skillsregistry.net/v1/skills/rnadjqaim-redteam-ml-pentest-mcp

## Description

Enables security teams to run controlled adversarial penetration tests against authorized ML/LLM API endpoints, scoring responses and generating evidence for compliance frameworks such as SOC 2, ISO 27001, and GDPR.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/binxnu5b7r)
- **Repository:** <https://github.com/rnadjqaim/RedTeam-ML-PenTest-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": "rnadjqaim-redteam-ml-pentest-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/rnadjqaim-redteam-ml-pentest-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/rnadjqaim-redteam-ml-pentest-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