Data Science & ML MCP Servers

IMCP

Explore AI security vulnerabilities within a deliberately insecure framework designed for educational purposes.

PDF Knowledgebase

Enables intelligent document search and retrieval from PDF collections by serving as a Model Context Protocol (MCP) server.

MDF

Provides a Model Context Protocol server for AI assistants to access and analyze ASAM MDF automotive and industrial measurement data.

Liquidity Pools

Track and analyze decentralized exchange liquidity pools for powering intelligent DeFi agents and automated strategies.

Mandoline

Empowers large language models and AI assistants to conduct self-evaluations, critique their performance, and continuously improve through a standardized evaluation framework.

Common Sense Coder

Bridges Language Server Protocol (LSP) with Model Context Protocol (MCP) to enhance codebase interaction for large language models.

Claud Coin

Incentivizes AI developer communities through a Solana-based protocol focused on knowledge sharing and Model Context Protocol (MCP) integration.

Tmdb

Enables AI assistants to search and retrieve movie information from The Movie Database (TMDB) API through the MCP interface.

Json Schema

Manages JSON schemas and generates instances from them.

Health & Fitness Coach

Provides a comprehensive AI-powered fitness tracking application that integrates with intelligent AI assistants via the Model Context Protocol (MCP).

Ultrahuman

Retrieves fitness data from the Ultrahuman API for health monitoring and querying with large language models.

Workday by CData

Enables querying live Workday data from LLMs like Claude Desktop via a read-only Model Context Protocol (MCP) interface.

MakerAi

Provides a robust framework for creating Model Context Protocol servers in Delphi, enabling secure and standardized communication between AI clients and local application functionalities.

Agent Studio

Bridges Cloudera AI's Agent Studio with Model Context Protocol (MCP) clients, exposing Agent Studio instances as callable tools.

Ephor

Facilitates collaborative AI agent interaction by allowing them to share and reflect on each other's responses to the same prompt.

China Weather

Retrieves real-time weather data for Chinese cities via the AMap Weather API.

BigQuery

Provides secure BigQuery access across multiple Google Cloud projects with advanced analytics and robust security controls.

Audio Transcriber

Transcribes audio files and live microphone input into text using advanced AI models.

Rl-Mcp

Connect AI models to external data and services via a scalable Model Context Protocol server.

Context Engine

Performs comprehensive project analysis through real code parsing, AST-level component extraction, and intelligent context generation for AI coding assistants.