# PinRAG

> Use this tool when you need to index and query various data sources such as PDFs, GitHub repositories, YouTube videos, Discord conversations, and plain text, and retrieve relevant information with citations. PinRAG solves problems related to information retrieval, research, and knowledge management by providing a centralized querying system. It takes in diverse data formats as input and outputs relevant results with citations, making it ideal for research, academic, or professional use cases.

Canonical page: https://skillsregistry.net/skills/io-github-ndjordjevic-pinrag  
JSON: https://api.skillsregistry.net/v1/skills/io-github-ndjordjevic-pinrag

## Description

MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query with citations.

## Trust

- **Trust score (0–1):** 0.71
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 0.9.10
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-28

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.ndjordjevic%2Fpinrag)
- **Repository:** <https://github.com/ndjordjevic/pinrag>

## 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": "io-github-ndjordjevic-pinrag"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-ndjordjevic-pinrag` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-ndjordjevic-pinrag/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