Data Science & ML MCPサーバー

Tavily Search

Integrates Tavily's search API with LLMs to provide intelligent web search capabilities.

GraphQL Tools

Enables AI assistants to interact with GraphQL APIs through standardized tools.

Data Wrangler

Provides a standardized interface for data preprocessing, transformation, and analysis tasks within the Model Context Protocol ecosystem.

Coder Db

Enhances programming workflows by leveraging vector embeddings, structured databases, and knowledge graphs to intelligently store, retrieve, and analyze code patterns.

Milvus

Enables LLM applications to seamlessly access and utilize Milvus vector database functionality via the Model Context Protocol.

Dbgmcp

Connect debuggers such as GDB, LLDB, and PDB to LLM agents using the Model Context Protocol.

Google Cloud Healthcare API

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

Maas Webapp

Powers the 'MCP as a Service' web application, enabling both hosted and self-hosted deployments.

GeneOntology

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

Whoop Claude

Integrates WHOOP fitness and health data into applications via the Model Context Protocol, providing access to comprehensive API endpoints with full OAuth authentication.

Jupyter

Enables AI models and CLI tools to connect with and manage Jupyter Notebooks for interactive data analysis and machine learning.

Web Fetch

Retrieve, process, and analyze web content from URLs using an AI-powered Model Context Protocol server.

Media Gen

Generate, edit, and fetch images and videos using OpenAI and Google GenAI models, with smart compression and strict Model Context Protocol (MCP) compliance.

Oh My KEGG

Provides a Model Context Protocol (MCP) server for accessing the KEGG database, integrated with LangChain for LLM utilization.

NotebookLM

Extends Google NotebookLM with 32 tools for enhanced content generation, research, and source management.

AT Protocol

Provides a searchable knowledge base for the AT Protocol ecosystem, offering semantic search across documentation, lexicons, and code examples.

AEAT

Supplies official and verified Spanish tax data, including IRPF, VAT, regional deductions, and crypto taxation, to AI assistants via the Model Context Protocol.

Clipboard

Provides AI assistants direct read/write access to your system clipboard across multiple platforms.

Pensyve

Empowers AI agents with a universal, durable memory runtime for learning, remembering, and knowledge sharing.

RedTeam Agent

Automates red team operations and internal network penetration with an AI-driven framework that integrates over 15 security tools.