PharosRAG

Name: Laurent00TT/PharosRAG
Author: Laurent00TT

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.

MCP Servers292 stars0 forks● PythonMITUpdated 5d ago

Install in Claude Code / Claude Desktop

Method: UVX (Python) · pharosrag

Claude Code CLI

claude mcp add pharosrag -- uvx pharosrag

claude_desktop_config.json (Claude Desktop)

{
  "mcpServers": {
    "pharosrag": {
      "command": "uvx",
      "args": ["pharosrag"]
    }
  }
}

1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).

2. Replace any <placeholder> values with your API keys or paths.

3. Restart Claude. The MCP server and its tools appear automatically.

💡 Package name inferred from the repository name. Verify it exists on PyPI, or clone https://github.com/Laurent00TT/PharosRAG and follow its README.

Use cases

AI / ML Data & DB Research

About

MCP Servers overview

README preview not available. Visit the repo on GitHub for full documentation.

Topics

agentic-ragembeddingsfastapihybrid-searchknowledge-basellmlocal-firstmcpmodel-context-protocolpythonqdrantragretrieval-augmented-generationself-hosted

Frequently asked

What people ask about PharosRAG

What is Laurent00TT/PharosRAG?

Laurent00TT/PharosRAG is mcp servers for the Claude AI ecosystem. Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits. It has 292 GitHub stars and was last updated 5d ago.

How do I install PharosRAG?

You can install PharosRAG by cloning the repository (https://github.com/Laurent00TT/PharosRAG) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is Laurent00TT/PharosRAG safe to use?

Laurent00TT/PharosRAG has not been audited yet by our security agent. Review the original repository on GitHub before using it in production.

Who maintains Laurent00TT/PharosRAG?

Laurent00TT/PharosRAG is maintained by Laurent00TT. The last recorded GitHub activity is from 5d ago, with 0 open issues.

Are there alternatives to PharosRAG?

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

1-click deploy

Deploy PharosRAG to your cloud

Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.

Vercel Railway Render

Embeddable badge

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Drop the badge into your GitHub README to show it's tracked on ClaudeWave. Each badge links back to this page and reflects the live Trust Score.

Markdown (README)

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HTML

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