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mcp-server

Pharos: Unified Doc Library

Get a self-hosted document library with Pharos. For startup founders needing hybrid search and retrieval.
292 starsPythonQuality 8/10Updated 7/22/2026100% free ยท open source
What it does

Pharos provides a self-hosted document library with hybrid search and retrieval capabilities for startup founders.

Install / run
git clone https://github.com/Laurent00TT/pharos.git && cd pharos
When to use it
  • โ€ขWhen you need to manage a large collection of documents in multiple formats
  • โ€ขWhen you require a high degree of control over access and permissions for your document library
  • โ€ขWhen you want to integrate a document library with other tools and systems using both HTTP and MCP exits
Quick start
  1. 1Run `pip install -r requirements.txt` to install the necessary Python dependencies
  2. 2Create a new configuration file based on the example in `config.example.yaml`
  3. 3Start the Pharos server with `python app.py`
  4. 4Ingest documents using the `ingest` command, for example: `python ingest.py --format pdf --path /path/to/documents`
  5. 5Test the hybrid search capabilities using the `search` endpoint, for example: `curl http://localhost:8000/search?q=example`
Ready-to-paste prompt
python ingest.py --format pdf --path /path/to/documents && curl http://localhost:8000/search?q=example
Heads up: Make sure you have the correct version of Python installed, as Pharos requires Python 3.8 or later, and also ensure you have the necessary dependencies installed, such as `pyyaml` and `pdfplumber`, which are specified in the `requirements.txt` file
Saves to your device

Topics

agentic-rag
embeddings
fastapi
hybrid-search
knowledge-base
llm
local-first
mcp
model-context-protocol
python
qdrant
rag
retrieval-augmented-generation
self-hosted
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

16
top-level files
8
folders
970K
repo size
MIT
license
Key files
README.md
README.zh.md
requirements-gpu.txt
File tree
.github/
config/
deploy/
docs/
eval/
scripts/
src/
tests/
.dockerignore
.env.compose.example
.env.example
.gitignore
.mcp.json.example
conftest.py
docker-compose.yml
Dockerfile.inference
Dockerfile.inference-vllm
Dockerfile.pharos
LICENSE
pyproject.toml
README.md
README.zh.md
requirements-gpu.txt
sample_manifest.csv
Quick Actions
Details
Creator
Laurent00TT
Language
Python
Category
mcp-server
Published
5/25/2026

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