Data Science & ML MCP 서버

Spring AI

189

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

Code Executor

187

Executes Python code from LLM prompts within a specified Conda environment.

Gdrive

187

Enables reading and writing to Google Drive files and Google Sheets via the Model Context Protocol.

Tinystruct

186

Empowers developers to create robust, efficient, and scalable web and CLI applications using a lightweight, modular Java framework with AI integration.

MongoDB Lens

184

Provides a local Model Context Protocol (MCP) server for interacting with MongoDB databases using natural language queries.

Easy

183

Simplifies the creation of Model Context Protocol (MCP) servers in TypeScript.

OpenAI Gemini Llama Example

181

Demonstrates building an AI agent using the Model Context Protocol (MCP) with open LLMs like Meta Llama 3, OpenAI, or Google Gemini, and a SQLite database.

Reddit

178

Enables AI assistants to access and interact with Reddit content through PRAW.

Milvus

173

Provides access to Milvus vector database functionality through the Model Context Protocol (MCP).

HotNews

172

Provides real-time hot trending topics from major Chinese social platforms and news sites via the Model Context Protocol.

Deep Research

170

Generates comprehensive, well-cited research reports from research questions by elaborating on the question, finding relevant sources, and analyzing content.

Octocode

170

Indexes codebases and builds intelligent knowledge graphs for semantic search and AI-powered assistance.

Kite

168

Provides an interface to interact with the Zerodha Kite Connect API for programmatic trading and market data access.

Mongo

166

Enables Large Language Models (LLMs) to directly interact with MongoDB databases using natural language.

Opik

165

Provides a Model Context Protocol (MCP) implementation for the Opik platform, enabling seamless IDE integration and unified access to LLM application data.

ImageSorcery

163

Empowers AI assistants with image processing capabilities such as cropping, resizing, object detection, and OCR through an MCP server.

Mac Messages

163

Enables LLMs to query and analyze iMessage conversations by interfacing with the macOS Messages app via the Model Context Protocol (MCP).

Snowflake

161

Enables interaction with Snowflake databases through a Model Context Protocol (MCP) server, facilitating SQL query execution and data insight memo management.

Ros

158

Transforms natural language commands into ROS commands for robot control, enabling robots to perform complex tasks and adapt to diverse environments.

Flow-Like

157

Orchestrates strongly typed, enterprise-scale workflows with seamless AI integration and high performance.