# Modular RAG MCP Server

> Use this tool when you need to integrate AI assistants with a modular and flexible framework, enabling hybrid retrieval and multimodal support for enhanced productivity. It solves problems of limited connectivity and compatibility with AI tools like GitHub Copilot and Claude Desktop. The Modular RAG MCP Server takes in AI model inputs and outputs connected assistant responses, ideal for use cases requiring seamless AI integration and dual-mode transport.

Canonical page: https://skillsregistry.net/skills/nobitalqs-modular-rag-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/nobitalqs-modular-rag-mcp-server

## Description

A fully modular RAG system with MCP protocol integration, enabling hybrid retrieval, multimodal support, and dual-mode transport for connecting to AI assistants like GitHub Copilot and Claude Desktop.

## Trust

- **Trust score (0–1):** 0.45
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ck20274ypa)
- **Repository:** <https://github.com/nobitalqs/MODULAR-RAG-MCP-SERVER>

## 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": "nobitalqs-modular-rag-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nobitalqs-modular-rag-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nobitalqs-modular-rag-mcp-server/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