PharosRAG
UnclaimedPharos — 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 installSet up this server
agentic-ragembeddingsfastapihybrid-searchknowledge-basellmlocal-firstmcpmodel-context-protocolpythonqdrantragretrieval-augmented-generationself-hosted
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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.