chroma-mcp MCP Server

Chroma MCP Server: Your Open-Source Embedding Database

Welcome to the world of Chroma MCP Server, an innovative open-source embedding database designed to supercharge Python or JavaScript LLM applications with memory capabilities. If you're looking to integrate AI models with external data sources effortlessly, Chroma is your go-to solution for seamless data retrieval and management.

What is Chroma MCP Server?

Chroma MCP Server leverages the Model Context Protocol (MCP) to provide a standardized framework for connecting LLM apps with data. It empowers AI models to create, manage, and retrieve data collections using advanced techniques like vector search, full-text search, and metadata filtering.

Key Features of Chroma MCP Server

• Flexible Client Options: Choose between ephemeral (in-memory), persistent (file-based), HTTP (self-hosted), or cloud (Chroma Cloud) clients.
• Collection Management: Easily create, modify, delete, and list collections with pagination and detailed statistics.
• Document Operations: Add, query, update, and delete documents with semantic search and advanced filtering.
• Embedding Functions: Supports multiple embedding options like default, Cohere, OpenAI, and more for consistent data retrieval.

How to Use Chroma MCP Server

Getting started with Chroma MCP Server is simple. Configure it via Claude Desktop by adding client settings to your config file for ephemeral, persistent, or cloud setups. Use environment variables or command-line arguments for secure API key management and connect to self-hosted or cloud instances effortlessly.

User Case

Developers building AI-driven apps can use Chroma MCP Server to manage shared knowledge bases or enhance context windows, ensuring LLMs access relevant data quickly and efficiently.

FAQ

• What is Chroma MCP Server used for? It integrates LLMs with external data for enhanced memory and retrieval.
• Is Chroma MCP Server free? Yes, it’s open-source under the Apache 2.0 license.

Explore Chroma MCP Server today and revolutionize your LLM applications!