PharosRAG

by Laurent00TT · Memory & Knowledge · ★ 241

PharosRAG is an MCP server by Laurent00TT. Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits. It has 241 GitHub stars and ranks #213 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: Laurent00TT
GitHub stars: 241
This week: Tracking since 18 Oct 2026
Language: Python
License: MIT (open source)
Last update: 2026-08-19 (2 months ago)
Links: Source

agentic-rag
embeddings
fastapi
hybrid-search
knowledge-base
llm
local-first
mcp
model-context-protocol
python
qdrant
rag
+2 more

How to install PharosRAG

Install steps differ per project, so follow the README in the PharosRAG repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is PharosRAG?

PharosRAG is an MCP server by Laurent00TT in the Memory & Knowledge category. Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits. It has 241 GitHub stars and ranks #213 of 1287 in Memory & Knowledge by stars.

Is PharosRAG free and open source?

Yes. PharosRAG is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

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