Data Science & ML MCP 服务器

Hfspace

Connects to Hugging Face Spaces to provide image generation, vision model, text-to-speech, and other capabilities to Claude Desktop with minimal setup.

Alchemy

Connects large language models to relational databases, enabling exploration, query assistance, and data analysis.

Reddit Content

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

GraphQL

Enables Large Language Models to interact with GraphQL APIs through schema introspection and query execution.

DroidMind

Enables AI assistants to control, debug, and analyze Android devices using natural language via the Model Context Protocol.

A-Stock Data

Provides A-share (China stock market) data to large language models via the Model Content Protocol (MCP).

Wire

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

Memento

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

AnnotateAI

Automatically annotates papers using Large Language Models (LLMs) to provide contextual information while reading.

Calculator

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

Automation

Enables AI models to control macOS with mouse, keyboard, screen, and window management.

Shinkai

Empower users to build collaborative AI agents rapidly with a simple UI, supporting local and remote AI models, crypto payments, and multi-platform compatibility.

Gemini-Flow

Orchestrates production-ready AI systems, enabling organizations to deploy, manage, and scale AI with real Google API integrations and agent-optimized architecture.

Argo CD

Enables AI assistants to interact with Argo CD applications and resources through natural language.

Skillz

Provides an MCP server to load and expose Anthropic-style skills for non-Claude clients.

MATLAB

Integrates MATLAB functionality directly into AI applications, enabling AI agents to control, execute, and analyze MATLAB code.

Polymarket

Empowers AI agents like Claude to autonomously trade, analyze, and manage positions on Polymarket prediction markets with an extensive toolset.

Context-Engine

Enhances AI agents and integrated development environments with an open-core, self-improving context compression and code search suite.

Memora

Equips AI agents with persistent memory for semantic storage, knowledge graphs, conversational recall, and cross-session context.

Google Ads

Connects large language models to the Google Ads API, enabling conversational interaction with advertising data.