chromadb-fastapi-mcp
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This document provides a comprehensive guide to setting up and using a Model Context Protocol (MCP) server with FastAPI, including installation, configuration, and usage instructions.
The Model Context Protocol (MCP) server is designed to facilitate seamless integration with FastAPI applications, enabling efficient management and querying of collections and documents. The server supports both ephemeral and persistent client types, allowing for flexible data storage solutions. By leveraging OpenAI's API for embeddings, the server enhances document processing capabilities. The server is accessible via HTTP, with a comprehensive set of API endpoints for managing collections and documents. Additionally, the server supports integration with various MCP clients through Server-Sent Events (SSE) or mcp-proxy, ensuring compatibility with a wide range of platforms.
Features
- Flexible Client Types: Supports both ephemeral and persistent client configurations for data storage.
- OpenAI Integration: Utilizes OpenAI API for advanced document embeddings.
- Comprehensive API: Offers a wide range of endpoints for managing collections and documents.
- SSE Support: Enables real-time communication with MCP clients using Server-Sent Events.
- Cross-Platform Compatibility: Works with various MCP clients, including Cursor and Claude Desktop.
