Data Science & ML MCPサーバー

AI Tooling Kit

Demonstrates an end-to-end workflow for an LLM chat client to interact with a FastAPI server exposing database tools via Server-Sent Events.

Enhanced Data Retrieval System

Standardizes AI context sharing by integrating organizational knowledge sources for domain-aware AI assistance in enterprise development workflows.

ZepAI Memory Layer

Automatically converts FastAPI backend services into Model Context Protocol (MCP) tools and resources, acting as a flexible protocol adapter.

Zerion

Integrate Zerion's cryptocurrency portfolio management, DeFi, NFT, and market data API with AI assistants via the Model Context Protocol.

Mem0

Exposes the Mem0 Memory API as a Model Context Protocol server, enabling compatible clients to manage long-term memories for LLM applications.

TMDB

Provides a read-only Model Context Protocol (MCP) interface for AI assistants to search, retrieve, recommend, and explore movie and TV show data from The Movie Database (TMDB) API.

CEDAR

Integrates with the CEDAR metadata repository, enabling AI agents to access and manage biomedical metadata as a Model Context Protocol server.

Math Coprocessor

Enables Large Language Models (LLMs) to perform accurate mathematical computations by acting as an external coprocessor.

SimDoc

Integrates scientific simulation documentation for tools like PyBaMM and Cantera with AI assistants via the Model Context Protocol.

Hex2Dec

Converts between hexadecimal and decimal numbers to mitigate language model hallucinations.

Playwright

Empowers Large Language Models to automate web browsers through natural language prompts, eliminating the need for traditional scripting.

NextChat

Integrates ChatGPT functionality within a Next.js application environment.

Hospitaliti Jobs Knowledge Base

Provides Large Language Models with access to job-related data from the Hospitaliti Jobs API.

Teradata

Enables AI agents and users to query, analyze, and manage Teradata data efficiently through a Model Context Protocol server with various tools and prompts.

Blender

Integrates Blender with Claude AI for AI-powered 3D modeling, scene creation, and manipulation.

Ultimate

Empowers AI agents by providing unified access to a rich ecosystem of tools, cognitive systems, and specialized services through the Model Context Protocol.

Kappybara

Empowers Large Language Models to execute rule-based simulations of molecular interaction systems using the Kappa language.

Aster Finance

Facilitates AI agents and MCP-compatible clients with comprehensive access to the Aster Finance Futures API for real-time market data, trade management, and account queries.

Spotify

Empowers AI assistants to curate and manage Spotify playlists using 10 specialized tools for smart creation, top track analysis, and automated recommendations.

OpenDSS

Enables sophisticated power system analysis through conversational natural language interaction with Claude AI and EPRI's OpenDSS simulator.