Data Science & ML MCP Servers

Feyod

Query Feyenoord football match data using natural language with this Model Context Protocol (MCP) server.

Translate

Facilitates multi-language translation and text-to-speech using an MCP architecture.

Ingest

Ingests APIs, SDKs, and schemas for consumption by AI models via the Model Context Protocol (MCP).

Make Sound

Provides comprehensive sound playback capabilities for macOS, enabling AI assistants and other MCP clients to play system sounds, text-to-speech, and custom audio files.

Docs Search

Provides LLM clients with dynamic access to up-to-date implementation details and documentation from popular AI libraries like LangChain, LlamaIndex, and OpenAI.

Calendarific

Provides global public holiday data for AI assistants via the Calendarific API.

Rockfish

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

Mixpanel

Access Mixpanel analytics data, including events, retention, funnels, and cohorts, through natural language conversations with Claude.

Azure AI Agent Search

Connects Claude Desktop to Azure AI Agent Service for AI-enhanced document and web search, or directly integrates with Azure AI Search for keyword, vector, and hybrid search capabilities.

Flightradar24 API

Provides access to the Flightradar24 API for real-time and historical flight data.

OpenAPI

Dynamically exposes OpenAPI-defined REST APIs as Model Context Protocol (MCP) tools for Large Language Models (LLMs).

MHLabs AI Tools

Provides an extendable AI tool ecosystem for text processing and natural language processing, dynamically served via the Model Context Protocol.

Zenn Hackathon Search

Search and analyze submissions from the Zenn AI Agent Hackathons using an AI agent and a chat-based web UI.

Cursor CRM

Streamline sales operations by interacting with customer data using natural language directly within your IDE.

watsonx

Integrates IBM watsonx.ai foundation models and services, enabling delegation of AI tasks from Claude.

Hive

Orchestrates parallel sub-agents within agentic environments to overcome single-threaded limitations and prevent AI hallucinations.

Media

Generate AI-powered images, videos, music, and speech using Google Gemini models.

Dynamic Analysis

Performs dynamic program analysis using tools like Valgrind Memcheck to detect vulnerabilities and generate evidence for LLM-assisted security reasoning.

ChartForge

Generate stunning, publication-quality charts and diagrams from natural language prompts.

Shared Memory

Establishes a persistent shared memory and coordination system for multiple AI coding agents working on software projects.