# hybrid-rag-mcp-server

> hybrid-rag-mcp-server — n-irei-hybrid-rag-mcp-server. Use this tool when you need to perform natural language searches over PDF documents, enabling efficient querying of content within these files. It solves problems of information retrieval and document analysis by allowing clients to search PDFs using vector search. The tool takes PDF documents as input and outputs relevant search results, making it ideal for applications requiring advanced document search functionality.

Canonical page: https://skillsregistry.net/skills/n-irei-hybrid-rag-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/n-irei-hybrid-rag-mcp-server

## Description

Enables natural language search over PDF documents using vector search, allowing MCP clients like Claude Desktop to query PDF content.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/e8upspdyjw)
- **Repository:** <https://github.com/n-irei/hybrid-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": "n-irei-hybrid-rag-mcp-server"
    }
  }
}
```

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