Data Science & ML MCP 服务器

Qdrant RAG

Provides a local-first TypeScript server for Qdrant, enabling multi-client isolation, LM Studio integration, and scalable document workflows for RAG systems.

Project Synapse

Showcases Agent Communication Protocol (ACP), Agent-to-Agent (A2A), and Model Context Protocol (MCP) capabilities through a collaborative research swarm.

Wind

Enables large language models to access and utilize the WindPy financial data API.

Code Scanner

Scans codebases for definitions, respecting .gitignore and outputting LLM-friendly formats.

Kaggle

Enables interaction with Kaggle competitions through AI assistants using the Model Context Protocol.

TikTok

Extract insights from TikTok data through video discovery and metadata retrieval.

Go Code Graph

Transforms Go source code into explorable graphs, enabling AI assistants to understand complex codebases through the Model Context Protocol.

NexusMind

Performs intelligent scientific reasoning using graph structures and the Model Context Protocol.

Text2Sim

Enables simulation capabilities within natural language environments by integrating with LLMs.

IAMY

Transforms natural language user intents into validated server actions using Large Language Models.

TokenScope

Enables large language models to efficiently explore and understand codebases by providing token-aware directory exploration and file content viewing.

Frankfurter

Exposes the Frankfurter API for currency exchange rates as tools for language model agents using the Model Context Protocol.

NVIDIA USDCode

Integrate NVIDIA's USDCode model into your coding environment for instant assistance with Isaac Sim, USD, and Python.

Memento

Provides a local, offline memory server for AI agents, leveraging SQLite with advanced search capabilities.

Ai Agent

Facilitates collaborative task execution via specialized agents orchestrated through intelligent request routing.

SurrealDB

Connects AI assistants with SurrealDB databases through the Model Context Protocol for seamless data operations.

SourceSync.ai

Enables AI models to interact with SourceSync.ai's knowledge management platform through a standardized Model Context Protocol (MCP) server.

Crypto

Provides cryptocurrency price and market data via the Model Context Protocol.

Fal AI

Serves as a Model Context Protocol (MCP) server, enabling image and video generation using the fal.ai APIs.

CryptoWeather

Provides real-time Bitcoin price prediction signals and market insights from an AI system directly within Claude conversations.