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PinRAG — Claude Code plugin

A Claude Code plugin for PinRAG: local RAG over PDFs, YouTube, GitHub repos, and Discord exports, with citations.

The Python package (pinrag on PyPI) lives in ndjordjevic/pinrag. This repo ships only the Claude Code plugin layout: manifest (.claude-plugin/plugin.json), bundled MCP (.mcp.json), and the use-pinrag skill.

Contents

Path Purpose
.claude-plugin/plugin.json Plugin manifest (schema)
.mcp.json MCP server: uvx --refresh pinrag
skills/use-pinrag/SKILL.md Agent skill — maps user requests to PinRAG MCP tools
assets/pinrag-icon.svg Icon for marketplace / docs
LICENSE MIT (matches plugin.json license)

Prerequisites

  • uv on your PATH (used by uvx to run pinrag).
  • API keys: Set OPENAI_API_KEY in the MCP env block (default: OpenAI embeddings and chat). For Anthropic as the query LLM, set PINRAG_LLM_PROVIDER=anthropic and ANTHROPIC_API_KEY — see the PinRAG README.
  • Stable index: Set PINRAG_PERSIST_DIR to an absolute path (e.g. ~/.pinrag/chroma_db) so the vector store is not tied to the working directory.

Install in Claude Code

From a local clone (development)

git clone https://github.com/ndjordjevic/pinrag-plugin.git
cd pinrag-plugin
claude --plugin-dir .

After changes, run /reload-plugins in Claude Code to pick up updates.

From the official marketplace

Submit or list plugins via:

See Create plugins and Discover and install plugins.

Usage

  • With the plugin enabled, the MCP server starts from .mcp.json and the skill is available as /pinrag:use-pinrag (namespace matches the name field in plugin.json).
  • Invoke /help to confirm the skill appears under the plugin namespace.

License

MIT — see LICENSE; aligns with PinRAG.

About

PinRAG plugin bundle: MCP + skill for Cursor, Claude Code, VS Code Copilot, Amp

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