Data Science & ML MCP Servers

Youtube Summarizer

Exposes YouTube summarization APIs as tools within the MCP protocol.

Calista Research LLMs

Enables on-device and cloud language models to collaborate, reducing cloud costs while maintaining quality by reading long contexts locally.

Mutation Clinical Trial Matching

Identifies mutation-specific clinical trials from clinicaltrials.gov based on genetic mutations.

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.

File Scanner

Recursively scans directories to discover files and folders within a file system.

PingOne by CData

Enables Large Language Models (LLMs) to query live PingOne data and interact with it using natural language through a standardized Model Context Protocol (MCP) interface.

Model Context

Enables the application of Model-Context-Protocol concepts through an agent-based programming approach.

Ghidra

Exposes Ghidra's core functionality as an MCP server, enabling Large Language Models to autonomously reverse engineer applications.

AI Gateway

Unifies multiple AI API providers, enabling AI assistants to intelligently select the most suitable model for tasks within a single conversation.

EPA Envirofacts

Provides AI agents with structured access to U.S. EPA environmental data, including facility details, chemical releases, water violations, and hazardous waste sites for U.S. locations.

Self-hosted LLM & Supabase Platform

Provides a comprehensive server for the Model Context Protocol, integrating self-hosted LLM models via Ollama with a Supabase database for robust data persistence and retrieval.

Ano Raw PH

Empowers AI models to interact with database entities through a modern API framework leveraging NestJS and Model Context Protocol.

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.

Tableau

Provides developer primitives to build AI applications that integrate with Tableau.

Database

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

1000 Genomes Project Dataset

Provides natural language access and advanced filtering capabilities for the 1000 Genomes Project dataset.

Apple Voice Memos

Provides programmatic access to Apple Voice Memos on macOS, enabling AI assistants to interact with voice recordings.

WhatsApp Bridge

Streamline support by transforming a personal WhatsApp account into an AI-powered channel, offering a cost-effective and open-source solution.

Massive Context

Manages extremely large contexts (10M+ tokens) for AI models using intelligent chunking, sub-queries, and free local inference via Ollama.