Data Science & ML MCPサーバー

Attio

Connects Large Language Models to the Attio CRM API.

Resend

Generates an MCP (Multi-Agent Conversation Protocol) server from an OpenAPI specification.

23AI Query Assistant

Converts natural language questions into SQL or semantic search queries over data stored in Oracle Autonomous Database.

Snowflake

Enables LLM agents to securely connect to and query Snowflake databases, acting as a bridge for seamless SQL execution.

Simple

Develop modern, type-safe Model Context Protocol servers for TypeScript applications with versatile API styles.

Mermaid Validator Extended

Validates and renders Mermaid diagrams for use with LLMs, incorporating an essential fix for WSL stdin.

FarmerConnect

Supplies essential agricultural metrics and location-specific weather data to empower AI agents assisting farmers.

StatFlow

Automates comprehensive statistical analysis and report generation from MySQL databases, providing AI assistants with powerful data processing capabilities.

Team Synapse

Transforms meeting recordings into structured, actionable intelligence using Google Gemini AI.

NASA

Provides a standardized Model Context Protocol interface for AI models to interact with NASA's extensive public data sources.

Stockfish

Enables Large Language Models to play chess against the powerful Stockfish engine via a Model Context Protocol server.

Sutra

Enhances large language model reasoning, memory, and orchestration through a standardized context engineering protocol.

Linggen

Provides a local-first RAG + MCP memory layer designed for AI coding assistants, enabling enhanced project navigation and knowledge recall.

FPF Thinker Assistant

Guides humans and AI agents through rigorous First Principles reasoning, transforming vague problems into structured hypotheses and decisions.

Voice Soundboard

Provides an AI-powered text-to-speech library for generating expressive, human-like voices for AI agents, featuring multi-voice synthesis, real-time streaming, SSML support, and sound effects.

Sovereign Health

Provides privacy-first personal health intelligence by translating health data into quantitative signals, performing anomaly detection, and offering AI-driven analysis while keeping raw data encrypted.

Spark SQL

Enables AI assistants to query Spark SQL and other HiveServer2-compatible clusters using the Thrift/HiveServer2 protocol.

CarsXE

Query and analyze comprehensive vehicle data from the CarsXE API, providing chat-friendly Markdown output for LLMs and chatbots.

Cloudflare Crawl

Leverages Cloudflare's Browser Rendering API to fetch and process web pages, delivering clean Markdown content optimized for large language models.

Gemini Enterprise

Connects any Model Context Protocol (MCP) compatible client to Gemini Enterprise via the StreamAssist API.