Data Science & ML MCP Servers

Redis

225

Enables AI agents to manage and search data within Redis using natural language.

Ragdocs

223

Enables AI assistants to augment their responses with context from documentation through vector search and retrieval.

CoexistAI

220

Automates and simplifies diverse research workflows by integrating large language models with web search, social media, mapping, and code exploration.

ForeverVM

219

Securely executes stateful Python code in sandboxed environments designed to run indefinitely.

Reddit Content

217

Fetches and analyzes content from Reddit, providing access to hot threads and post details.

Claude Code Gemini

217

Integrates Google Gemini AI into Claude Code, enabling powerful AI collaboration and enhanced functionality.

ROS

216

Bridges large language models and AI agents with physical robots, translating natural language commands into ROS/ROS2 instructions without code changes.

Wire

211

Empowers LLMs with real-time network traffic analysis using Wireshark's tshark.

Rhino

210

Connects Rhino 3D to AI Agents via the Model Context Protocol (MCP), enabling AI-assisted 3D modeling.

Paper Search

207

Searches and downloads academic papers from multiple sources like arXiv, PubMed, and bioRxiv.

Human-in-the-Loop

206

Routes questions from AI assistants to human users via Discord to gather necessary input and judgment.

Code Reasoning

205

Enhances Claude's ability to solve complex programming tasks by enabling structured, step-by-step reasoning.

XiYan

199

Enables natural language queries to retrieve data from databases by converting them into SQL.

LlamaCloud

198

Enables the creation of a local MCP server using LlamaCloud to provide up-to-the-minute private information to clients like Claude.

Memento

196

Provides LLMs with a scalable knowledge graph memory system, enabling semantic retrieval, contextual recall, and temporal awareness.

Documentation

193

Manages and semantically searches documents using AI embeddings, bridging knowledge gaps for various content types.

Azure AI Agent Service

193

Integrates with Azure AI Foundry to connect to existing Azure AI Agents, leveraging models and knowledge tools.

Calculator

193

Extends AI capabilities by providing a powerful interface for remote control, calculations, email operations, and knowledge search.

MCPBench

189

Evaluates the performance of MCP servers for web search and database query tasks.

Spring AI

188

Enables Java and Spring applications to interact with AI models and tools through the Model Context Protocol.