# maria-rag

> maria-rag — createm1nd-agent-library. Use this tool when you need to efficiently retrieve relevant information from a personal document corpus, solving problems such as information overload and knowledge discovery. It takes in natural language queries and document collections as input, and outputs relevant documents and summaries, leveraging hybrid search, cross-encoder reranking, and knowledge graph queries. Ideal for use cases where local, private, and accurate document retrieval is necessary, such as research, note-taking, or personal knowledge management.

Canonical page: https://skillsregistry.net/skills/createm1nd-agent-library  
JSON: https://api.skillsregistry.net/v1/skills/createm1nd-agent-library

## Description

Enables fully local retrieval over a personal document corpus via hybrid search, cross-encoder reranking, RAPTOR summaries, and knowledge graph queries, served to AI agents over MCP.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zkr6aq9tcj)
- **Repository:** <https://github.com/CreateM1nd/agent-library>

## 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": "createm1nd-agent-library"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/createm1nd-agent-library` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/createm1nd-agent-library/pull`

---
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