Data Science & ML MCP 서버

Mem0

Provides a Model Context Protocol server implementation for memory stream functionality with Mem0 integration.

Intacct by CData

Connects Claude Desktop to Intacct data through a read-only Model Context Protocol (MCP) server using CData JDBC Drivers.

Geo

Retrieves user geolocation information for integration with large language models via the Model Context Protocol.

Rememberizer

Provides a comprehensive set of tools for accessing, searching, and managing personal and team internal knowledge repositories.

Weather AI Chatbot

Provides real-time weather information and forecasts via an AI-powered conversational interface, integrating OpenAI's GPT model with a Model Context Protocol server.

Puch AI Starter

Empowers AI assistants to securely connect with external tools and data sources, extending their capabilities.

ROS2 Server

Enables AI tooling to seamlessly connect with ROS2 nodes, topics, and services using the Model Context Protocol over stdio.

Chainlink

Provides AI developers with seamless access to Chainlink's decentralized oracle network services across various blockchain ecosystems.

GVA GIS Server

Provides Model Context Protocol (MCP) access to the Generalitat Valenciana (GVA) GIS API for activities land data.

RAG with ChromaDB

Enhances LLM context with Retrieval-Augmented Generation by ingesting and searching across various document formats.

RAG Memory PostgreSQL

Manages RAG-enabled memory with a PostgreSQL/Supabase backend, providing knowledge graph, document management, and semantic search capabilities for AI applications.

Universal Robots

Enables AI agents and applications to control and monitor Universal Robots through a standardized Model Context Protocol interface.

Friendantial

Provides AI-powered stock recommendations and market analysis reports through an API server for investors.

Document Review AI Assistant

Facilitates document review with an interactive in-browser editor and LLM-powered tools, dynamically generating its user interface at runtime using the Model Context Protocol.

Livraria

Exposes a .NET REST API for managing books and categories to AI models using the Model Context Protocol (MCP).

Muninn

Provides a local-first, assistant-agnostic persistent memory engine for AI agents, featuring advanced hybrid retrieval and neuroscience-inspired memory management.

Drifters

Crafts interactive, agent-driven narrative experiences using database persistence for AI characters.

SPA Reader

Renders JavaScript Single Page Applications to extract LLM-ready Markdown content and capture screenshots.

Cambodian Law

Provides an AI-ready, searchable, and cross-referenceable database for over 7,982 Cambodian laws in both Khmer and English.

Kubectl

Provides a secure Kubernetes Model Context Protocol (MCP) server, enabling Large Language Models (LLMs) to safely query and manage clusters.