# MCP Privilege Profiler

> MCP Privilege Profiler — ylyass-mcp-privilege-profiler. Use this tool when you need to automate the generation of least-privilege policies for tasks, and enforce precise access controls while minimizing data exposure. The MCP Privilege Profiler solves the problem of overly permissive access by learning from successful runs and detecting deviations, requiring human review for validation. It takes in labeled task runs as input and outputs privacy-minimized JSONL events for integration with Wazuh.

Canonical page: https://skillsregistry.net/skills/ylyass-mcp-privilege-profiler  
JSON: https://api.skillsregistry.net/v1/skills/ylyass-mcp-privilege-profiler

## Description

A task-scoped MCP stdio proxy that learns candidate least-privilege policies from labeled successful runs, requires human review, enforces exact decisions, detects tool-definition drift, and emits privacy-minimized JSONL events for Wazuh.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/oryt5ig468)
- **Repository:** <https://github.com/Ylyass/mcp-privilege-profiler>

## 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": "ylyass-mcp-privilege-profiler"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ylyass-mcp-privilege-profiler` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ylyass-mcp-privilege-profiler/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