Data Science & ML MCPサーバー

Visual Crossing

Retrieves historical weather data from Visual Crossing's API.

MongoDB

Enables AI assistants to perform comprehensive MongoDB database operations through a standardized Model Context Protocol interface.

Origins

Gathers information from various smart home devices and services around a house.

Code Line Counter

Track and analyze the scale of AI-generated code by counting lines of code, comments, and blank lines across various programming languages.

Google Cloud Healthcare API

Provides a Model Context Protocol (MCP) server for healthcare tools, facilitating interaction with FHIR resources on Google Cloud Healthcare API and public medical research APIs.

Tavus

Facilitates AI-powered video generation, replica management, conversational AI, lipsync, and speech synthesis via an MCP server.

SynapseFlow

Automates academic research and hypothesis generation with a self-learning multi-agent system, processing thousands of papers per minute and visualizing real-time citation graphs.

Cloudscape Docs

Provides semantic search capabilities over AWS Cloudscape Design System documentation for AI agents and coding assistants.

CodeNavigator

Provides comprehensive code analysis, navigation, and quality assessment across over 25 programming languages for various development workflows.

Zoner

Transforms street addresses into local zoning data for AI agents, integrating with platforms like OpenAI Agent Builder and ChatKit.

Refrag

Optimize retrieval-augmented generation systems through advanced LLM-powered methods, improving precision, reducing context size, and maintaining fast performance.

Agent Framework

Orchestrates AI agents at scale, enabling seamless context sharing, communication, and integration for enhanced collaboration.

AkTools Pro

Empower AI agents with professional financial intelligence across global markets, providing comprehensive data, analysis, and trading capabilities.

Fred

Connect to the Fred database to query and explore economic data.

ITaK

Builds modular, self-healing AI agents combining advanced memory, multi-channel connectivity, and autonomous task execution.

ChemCP

Renders interactive 2D molecular structure diagrams from SMILES notation using RDKit.js, directly within a chat interface.

Reflexive Thematic Analysis

Augments qualitative coding for Braun & Clarke's Reflexive Thematic Analysis, enabling structured AI-assisted interpretation while preserving researcher authority.

Bitcoin

Empowers AI agents with a comprehensive toolkit to query the Bitcoin blockchain, inspect transactions, analyze mempool fee markets, and understand protocol details via a local Bitcoin Core node.

Super Subagents

Orchestrates parallel AI agent sessions, enabling simultaneous execution of coding, planning, research, and testing tasks with isolated contexts and multi-account rate limit resilience.

Agentled

Orchestrates intelligent AI workflows, offering long-term memory, over 100 integrations, and a unified credit system through any MCP-compatible client.