# ai-readme-manager

> Use this tool when you need to streamline AI assistant integration and ensure consistency across your project's documentation. The ai-readme-manager solves the problem of manually managing AI_README.md guide files by automatically discovering, routing, and managing them, providing a standardized interface for AI assistants to understand project conventions. It takes AI_README.md files as input and outputs a unified documentation system, ideal for use in multi-project environments or when onboarding new AI assistants.

Canonical page: https://skillsregistry.net/skills/draco-cheng-ai-readme-mcp  
JSON: https://api.skillsregistry.net/v1/skills/draco-cheng-ai-readme-mcp

## Description

A smart documentation system that helps AI assistants understand and follow your project's conventions by automatically discovering, routing, and managing AI_README.md guide files.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ognuwa69oc)
- **Repository:** <https://github.com/Draco-Cheng/ai-readme-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": "draco-cheng-ai-readme-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/draco-cheng-ai-readme-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/draco-cheng-ai-readme-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