Data Science & ML MCP Servers

Mock Data

Generates mock data for various application development and testing scenarios.

Valyu

Enables Large Language Models to search proprietary and web sources for information and submit feedback on transactions via the Valyu Network API.

Elasticsearch

Integrates with Elasticsearch to manage Message Conversion Protocol (MCP) data through a RESTful API.

SAS Data Sets by CData

Enables Claude Desktop to query live SAS Data Sets data through a read-only MCP server using CData JDBC Drivers.

Stripe by CData

Enables querying live Stripe data with natural language via CData JDBC Driver and Model Context Protocol (MCP).

Petstore

Provides a comprehensive Model Context Protocol implementation for the Swagger Petstore API, including both server and client systems for seamless agent integration.

Server Scaffold

Provides a foundational project for building Model Context Protocol (MCP) servers.

Leftpad

Provides reliable string manipulation capabilities for Large Language Models, ensuring consistent outputs.

AI Response Time Statistics

Monitors and compares the response times of GitHub Copilot and other AI models.

Minecraft Bot

Enables AI assistants to programmatically control a Minecraft bot through a clean, extensible interface using the Model Context Protocol.

Alpha Vantage

Provides a gateway to Alpha Vantage's comprehensive financial market data, offering real-time stock quotes, forex rates, cryptocurrency prices, technical indicators, and fundamental company data.

BIP Assistant

Provides an AI-powered assistant for answering natural language questions about BIT Information Portal (BIP) data, leveraging an MCP server and a browser extension for secure access.

Research Assistant for Insurance Policy Design

A multi-agent NLP system analyzes, summarizes, and compares insurance policy documents, enabling intelligent document understanding, semantic search, and comparative analysis between Tunisian and international insurance standards.

Mathematical & LLM Services

Facilitates mathematical calculations and large language model interactions through a standardized Model Context Protocol interface.

Handsai

Enables Large Language Models (LLMs) to dynamically discover and execute API tools through a unified Model-facing Controller Protocol (MCP) interface.

MacroSense AI

Provides structured food hierarchy and nutrition data through a production-ready Model Context Protocol (MCP) server, integrating StreamableHTTP transport with MongoDB Atlas for scalable data delivery.

Open Weather Map

Provides real-time weather data and forecasts for cities worldwide using natural language queries and the OpenWeatherMap API.

Database

Provides a production-ready Model Context Protocol interface for SQL databases, enabling AI agents to interact with MySQL, MariaDB, PostgreSQL, and SQLite.

TrainingPeaks

Connects TrainingPeaks accounts to AI assistants, enabling natural language queries for workout analysis and fitness data retrieval without API approval.

SQL Inspector

Enables AI to inspect SQL databases and analyze query performance.