Data Science & ML MCPサーバー

Polybrain

Connect AI agents to multiple large language models, managing conversation history and enabling mid-conversation model switching.

Droid

Provides AI-assisted programming capabilities by encapsulating the Factory.ai Droid CLI within a high-performance Rust MCP server.

Gedcom

Manages and enriches genealogical data, enabling AI agents to create, edit, and query GEDCOM files.

IG Trading

Integrates with IG Trading API to enable AI-powered trading and market analysis through a Model Context Protocol (MCP) server.

InsightsLibrary

Provides a free, plug-and-play knowledge base with over 10,000 high-quality insight reports and secure local data storage.

Gemini

Enables interaction with Google's Gemini AI models via a Model Context Protocol (MCP) server.

Food Delivery

Facilitates AI agent interaction with a food delivery application's data and actions through the Model Context Protocol.

MonkDB

Serves as a standardized bridge between large language models and MonkDB, enabling advanced database operations through natural language.

NFL

Manages NFL data, provides comprehensive fantasy league tools, and extracts web content for AI applications via REST and FastMCP protocols.

Git

Enables interaction with Git repositories and automation via Large Language Models.

Survey

Transforms Large Language Models into intelligent interviewers, enabling dynamic, conversational surveys with structured data collection and advanced features like skip logic and session resume.

Tuba Workflow

Exposes Tuba.ai computer vision workflows as callable tools for programmatic interaction by AI assistants, scripts, and services.

Flask

Provides a Flask-based server implementation for the Model Context Protocol (MCP), offering out-of-the-box security and operational features for AI agent communication.

Google A2A

Builds A2A-compliant multi-agent systems using Spring Boot, Ollama, and Google's Agent-to-Agent protocol.

DocMistral

Converts documents and images into Markdown format using Mistral AI's advanced OCR, compatible with Model Context Protocol (MCP) clients.

Fabric AI Retail Demo

Demonstrates how Microsoft Fabric serves as a unified data platform and strategic foundation for AI-driven use cases in the retail sector.

AI Agent History RAG

Aggregates and provides persistent, searchable memory across all your AI coding agent sessions in a single vector database.

OpenAPI

Provides a standardized interface for interacting with model services via a RESTful API, implementing the Model Context Protocol with OpenAPI documentation.

Utility Patent Reviewer

Empowers inventors to draft examination-ready patent applications by leveraging Claude AI with instant access to USPTO rules and millions of patents.

DoWhy

Delivers rigorous, theoretically-grounded causal inference capabilities for Large Language Model agents.