Data Science & ML MCP 服务器

Mysqldb

Enables Claude AI to interact with MySQL databases through an MCP server.

Perplexity Search

Integrates Perplexity's AI API with Large Language Models via the Model Context Protocol (MCP).

OpenDigger

Enables LLMs to access and analyze OpenDigger data via MCP tools.

Data Wrangler

Provides a standardized interface for data preprocessing, transformation, and analysis tasks within the Model Context Protocol ecosystem.

Weekly Weather

Provides detailed 8-day global weather forecasts and current weather conditions using the OpenWeatherMap One Call API 3.0.

Coder Db

Enhances programming workflows by leveraging vector embeddings, structured databases, and knowledge graphs to intelligently store, retrieve, and analyze code patterns.

YugabyteDB

Enables LLMs to interact with YugabyteDB by listing tables, schema, row counts, and running read-only SQL queries.

Log Analyzer

Analyzes log files from the Chuanyu Cloud Defense Platform, designed for integration with AI large models.

Sequential Thinking Ultra

Enhances sequential thinking with the Ultra Think methodology to provide a structured approach to complex problem-solving through sequential reasoning steps.

Akshare

Provides historical financial market data for A-shares, Hong Kong, and US stocks via the AkShare API as an MCP server.

BioNext

Enables complex bioinformatics analysis using natural language prompts via Claude Desktop, eliminating the need for programming.

Binance Alpha

Monitors real-time Binance Alpha trades, providing data and tools for AI agents to optimize alpha point accumulation.

Smithsonian Open Access

Provides AI assistants with access to the Smithsonian Institution's Open Access collections, enabling search, exploration, and analysis of over 3 million collection objects.

Get Notes

Integrates the Get Notes API into an MCP server, enabling AI-powered search and raw recall of knowledge from personal knowledge bases.

NTS FileSystem

Manages file operations transactionally for AI agents, offering atomic edits, comprehensive undo/redo, code navigation, refactoring, and Git integration.

Obsidian Graph

Enhances Obsidian or markdown vaults with AI-powered semantic knowledge graph navigation using vector embeddings and PostgreSQL+pgvector.

Artifex

Provides a vendor-agnostic Model Context Protocol (MCP) server for generating and editing AI images across multiple providers like Google's Antigravity and OpenAI's DALL-E 3.

OnIt

Orchestrates AI agents for task automation and assistance through flexible LLM integration and modular tool management.

OpenEvidence

Facilitates the integration of OpenEvidence browser sessions with AI agents and human users through a Model Context Protocol server.

OpenGlad

Provides AI-powered analytical friction to prevent founders from building unviable products by assessing market reality, behavioral risks, and monetization potential.