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mcp-app
2025-04-06
MCP Server Application with RAG
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MCP APP
This repository serves an MCP application with RAG and Web Searching tools. RAG tools let LLM not only retrieve knowledge from vectorstore but add documents, augmenting size of knowledge that LLM uses.
Technology stack
- ⚙️ MCP Server Application for implementation of MCP server.
- 🧰 SQLAlchemy for the SQL database interaction (ORM)
- 🤖 OpenAI for the embedding of vectorstore.
- 💾 PostgreSQL as the SQL database.
- 🦜 PGVector as vectorstore.
QuickStart
uv sync
source .venv/bin/activate
mcp dev run
Combining Claude Desktop with MCP APP
# You must install all dependencies written in pyproject.toml
mcp install server.py --env-file .env --with sqlalchemy --with pgvector --with openai --with "psycopg[binary]" --with pydantic --with python-dotenv --with tavily-python
Preview of Claude Desktop
TODO
- Make asynchronous implementations.
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Reviews
4
(1)
user_4z28oci3
2025-04-18
As a dedicated user of the mcp-app, I am thoroughly impressed with its performance and functionality. The seamless integration and intuitive interface make it a great tool for both professionals and hobbyists. Kudos to sdkim96 for developing such an outstanding application. If you're looking for a reliable and efficient app, I highly recommend checking out mcp-app on GitHub!