Data Science & ML MCPサーバー

OpenDota

Enables LLMs and AI assistants to access real-time Dota 2 statistics, match data, and player information through a standard interface.

Mysqldb

Enables Claude AI to interact with MySQL databases through an MCP server.

Perplexity Search

Integrates Perplexity's AI API with Large Language Models via the Model Context Protocol (MCP).

Weekly Weather

Provides detailed 8-day global weather forecasts and current weather conditions using the OpenWeatherMap One Call API 3.0.

Md-Rag

Indexes Markdown journal files and makes them accessible via an MCP server for integration with AI agents.

Google Cloud Healthcare API

Provides healthcare tools for interacting with FHIR resources on Google Cloud Healthcare API and public medical research APIs.

GeneOntology

Provides AI systems with robust access to Gene Ontology (GO) data for ontology-based analysis, gene annotation research, and functional enrichment studies.

Sequential Thinking Ultra

Enhances sequential thinking with the Ultra Think methodology to provide a structured approach to complex problem-solving through sequential reasoning steps.

Sunra Clients

Integrate Sunra.ai's AI model deployment and running capabilities into applications across multiple programming languages.

Run Python Code

Execute Python code, install packages, and manage Python scripts within a secure, integrated environment.

Smithsonian Open Access

Provides AI assistants with access to the Smithsonian Institution's Open Access collections, enabling search, exploration, and analysis of over 3 million collection objects.

SageMath

Provides a local SageMath service based on the Model Context Protocol (MCP) for executing mathematical scripts and querying version information.

Search History

Integrates browser search history with large language model chat applications for personalized interactions.

Get Notes

Integrates the Get Notes API into an MCP server, enabling AI-powered search and raw recall of knowledge from personal knowledge bases.

MITRE ATT&CK

Exposes the MITRE ATT&CK framework to Large Language Models, AI assistants, and automation workflows via a Model Context Protocol server.

Artifex

Provides a vendor-agnostic Model Context Protocol (MCP) server for generating and editing AI images across multiple providers like Google's Antigravity and OpenAI's DALL-E 3.

Google Knowledge Graph

Connects Claude or other MCP clients to Google's Knowledge Graph API to search for structured information about real-world entities.

GlassBox AI

Automates the process of generating and shipping tested pull requests from GitHub issues using a transparent, trust-scored multi-agent pipeline.

Finam

Integrates Finam Trade API with AI assistants to enable natural language trading operations.

Ingero

Traces GPU workloads from Linux kernel events through CUDA API calls to Python source lines using eBPF for comprehensive causal observability.