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PharosRAG

Unclaimed

by Laurent00TT

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

Install

$pip install -e '.[dev]' # src-layout, editable install

Set up this server

This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

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

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Unclaimed listing

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Security profile

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Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

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FAQ

Questions about PharosRAG MCP Server

How do I connect PharosRAG MCP Server to Claude?
The listing records `pip install -e '.[dev]' # src-layout, editable install` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Code as compatible clients.
Is PharosRAG MCP Server free?
The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can PharosRAG MCP Server do?
MCPVault has not yet recorded the tool list for PharosRAG MCP Server; it is captured when the server passes a live MCP handshake. The description above is what the project publishes.