Data Science & ML MCP 服务器

Fusion360

Empowers large language models to execute 3D modeling operations in Fusion 360 through natural language commands.

Qdrant

Enables semantic code search by leveraging Qdrant vector database and OpenAI embeddings.

Minecraft Bot

Enables AI assistants to programmatically control a Minecraft bot through a clean, extensible interface using the Model Context Protocol.

Liturgical Calendar

Exposes the Liturgical Calendar API as a structured toolset, enabling AI agents to interact with Catholic liturgical data.

Swagger Template

Bootstrap any OpenAPI/Swagger specification into a FastMCP-powered Model Context Protocol server, enabling AI copilots like Claude Code and Codex to call your API in minutes.

Spotify Enhanced Music

Automate Spotify playlist curation and management with 18 smart tools for discovery, analysis, and recommendations.

PostgreSQL

Simplifies PostgreSQL database interactions for large language models (LLMs) and AI agents via a secure Model Context Protocol (MCP) server, enabling efficient access to schemas, tables, and query execution.

DeepMemory

Provides long-term memory storage for conversational agents, accessible via a Model Context Protocol server.

Rockfish

Enables AI assistants to interact with the Rockfish machine learning platform through a Model Context Protocol (MCP) server.

Empe EVDI Issuer

Enables AI agents to issue and manage verifiable credentials within a Self-Sovereign Identity (SSI) ecosystem.

MedScan

Extracts and analyzes medical reports using AI, offering health insights via chat and voice support for various Indian languages.

Resume

Analyzes and sorts resumes using AI to efficiently match candidates with job descriptions.

Strava Integration

Integrates Strava API with the Model Context Protocol SDK for training analysis and recommendations.

Crawl4AI

Wraps the Crawl4AI library with a Model Context Protocol (MCP) server, providing crawling functionality via Python functions.

SourceSync.ai

Enables AI models to interact with SourceSync.ai's knowledge management platform through a standardized interface.

AI Memory

Manages AI context by storing and retrieving semantic memory across sessions, enhancing AI knowledge retention.

Vertex AI Retail Search

Exposes Google Cloud's Vertex AI Search for Commerce as an AI agent tool, facilitating natural language product queries.

DataLens Agent

Analyzes data and generates reports using intelligent agentic AI.

Smart Financial

Provides an intelligent stock data assistant based on the Model Context Protocol, enabling natural language conversation with AI assistants to retrieve financial data.