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by Laurent00TT · MCP Server · ★ 292
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English | 中文 Pharos Turn PDFs, scans, docx, pptx and xlsx into a local knowledge base you can ask questions of — with enterprise access control and citations you can trace back to the page. Each RAG component was sharpened on its own, then folded into one repository: multi-identity auth, observability and systemd supervision come with it. A note on language. The code, CLI and commit history are in English; the documentation — including the 12-part learning series — is written in Chinese. This README is the English entry point and covers what the system is, how it is put together and how to run it. For anything deeper, you will be re
| Stars | 292 |
| Forks | 0 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 66.1539108905234/100 |
| Last Updated | 2026-07-22 |
| Created | 2026-05-25 |
| Platforms | mcp, python |
| Est. Tokens | ~16k |
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pharos is Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.. It is categorized as a MCP Server with 292 GitHub stars.
pharos is primarily written in Python. It covers topics such as agentic-rag, embeddings, fastapi.
You can find installation instructions and usage details in the pharos GitHub repository at github.com/Laurent00TT/pharos. The project has 292 stars and 0 forks, indicating an active community.
pharos is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to pharos on Agent Skills Hub include pdf-mcp, gno, CoWork-OS. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.