Data Science & ML MCP 服务器

AviBase

Provides AI assistants with access to comprehensive bird data via the AviBase dataset.

JP's Collection

Offers a comprehensive suite of Model Context Protocol (MCP) modules for AI assistants, enabling system operations, Google services integration, and advanced text processing.

AIE7 Session

Establishes an MCP server leveraging the Tavily API for robust web search functionalities.

Mathematica

Provides a server interface for interacting with WolframScript, enabling programmatic evaluation of Wolfram Language code and retrieval of Wolfram Engine details.

Gullak

Provides a lightweight server for personal finance management, financial news simplification, and local purchasing power comparisons.

Server Agent

Enables an AI agent to manipulate a SQL database for retail car management.

Infer

Enables AI Copilot tools to securely interact with SSH and PostgreSQL resources through policy-driven access controls.

Weather Server

Provides real-time weather information and summaries through a mock API, exposed as both REST endpoints and Model Context Protocol (MCP) tools.

ArXiv CS Expert Chatbot

Answers computer science questions, summarizes research papers, and visualizes concepts by leveraging the arXiv dataset.

GPT-5

Facilitates seamless integration between Claude and OpenAI's GPT-5 API using the Model Context Protocol.

Agentic Weather System

Provides intelligent weather services through an orchestrated multi-server agentic architecture with local LLM integration.

Web Search AI Agent

Searches, analyzes, and recommends developer tools using AI-powered web scraping and a Large Language Model.

Python Model Server

Provides a production-ready and extensible template for building Model Context Protocol (MCP) async servers in Python.

Collaborative RAG

Provides a multi-tenant Retrieval-Augmented Generation (RAG) server for querying isolated document collections.

AI Learning

Explores and demonstrates artificial intelligence concepts through proof-of-concept implementations.

Productivity Agent

Automates the generation of time-blocked daily task lists by intelligently prioritizing calendar events, new tasks, and outstanding items.

Ollama Tools

Enables natural language interaction with local large language models to trigger custom Python-based tool executions.

Searxng

Provides privacy-respecting web search capabilities to AI applications and other services via an MCP server.

This Is Fine

Monitors wildfires and assesses risk by integrating satellite thermal anomalies, weather indices, and air quality data.

Puch AI Starter

Offers a starter template for Model Context Protocol (MCP) servers, allowing AI assistants like Puch to securely integrate with external tools and data sources.