Data Science & ML MCP Servers

LocalAGI

1,119

Provides a powerful, self-hostable AI Agent platform for maximum privacy and flexibility, acting as a complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities on consumer-grade hardware.

LitterBox

1,106

Provides a secure sandbox environment to test payloads against detection mechanisms before deployment.

VectorChord

1,061

Provides scalable, fast, and disk-friendly vector search capabilities directly within PostgreSQL.

Minima

1,016

Enables on-premises conversational retrieval augmented generation (RAG) with configurable containers and optional ChatGPT or Claude integration.

Chatsum

1,014

Summarizes chat messages based on user queries.

Fast

972

Integrates AI models into Ruby applications via the Model Context Protocol.

UltraRAG

939

Accelerate the development and research of complex Retrieval-Augmented Generation (RAG) systems with a low-code, modular framework.

Langcorn

933

Serves LangChain LLM applications and agents as robust FastAPI-powered API endpoints.

Npcpy

902

Facilitates the integration of AI models into daily workflows through agent-based frameworks and command-line tools.

Qdrant

889

Connects language models to a Qdrant vector database for storing and retrieving information.

Microsoft Docs

867

Enables AI assistants to access and search official Microsoft documentation in real-time.

Agent Communication Protocol

841

Establishes an open, standardized protocol for framework-agnostic agent communication.

Spring AI Examples

803

Provides example applications demonstrating the use of the Spring AI project.

MySQL

749

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Tavily

721

Integrates Tavily's search and data extraction capabilities with AI assistants via the Model Context Protocol.

AI Gateway

718

Experiments with Azure API Management's AI capabilities, integrating with Azure OpenAI, AI Foundry, and more.

Windbg Analyzer

716

Enables AI models to analyze Windows crash dumps by bridging LLMs with WinDBG/CDB.

Local.ai

699

Enables local, private, and secured AI experimentation directly on your personal computer.

Office Word

679

Enables AI assistants to create, read, and manipulate Microsoft Word documents through a standardized interface.

Neo4j

662

Enables natural language interaction with Neo4j databases and Aura accounts using the Model Context Protocol.