# RAG MCP Server

> Use this tool when you need to query documents and generate relevant responses, and want a scalable and maintainable solution. The RAG MCP Server API takes in document queries as input and outputs relevant generated responses, solving problems related to information retrieval and text generation. Ideal for use cases where large volumes of documents need to be searched and summarized, such as question answering and text summarization tasks.

Canonical page: https://skillsregistry.net/skills/matheusgventura-project-one  
JSON: https://api.skillsregistry.net/v1/skills/matheusgventura-project-one

## Description

An API that enables document querying through a Retrieval-Augmented Generation system implemented with Memory-Controller-Policy architecture for improved maintainability and scalability.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/f2ggfmta1n)
- **Repository:** <https://github.com/MatheusgVentura/Project-One>

## 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": "matheusgventura-project-one"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/matheusgventura-project-one` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/matheusgventura-project-one/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