Data Science & ML MCP Servers

AgenticRAG

Provides agentic retrieval-augmented generation capabilities for intelligent codebase processing via the Model Context Protocol (MCP).

BigCommerce by CData

Enables natural language queries to live BigCommerce data via a read-only Model Context Protocol (MCP) server, integrating with tools like Claude Desktop.

Qdrant Neo4j Crawl4AI

Integrates Qdrant, Neo4j, and Crawl4AI to provide intelligent AI coordination through vector and graph intelligence.

Cloudant

Connects Large Language Models (LLMs) and AI clients to live Cloudant data via a Model Context Protocol (MCP) interface.

JNews

Provides access to current trending news headlines and detailed content for use by Large Language Models.

Parquet by CData

Exposes Parquet data as a Model Context Protocol (MCP) server, enabling LLMs to query it using natural language.

Gres API

Provides a minimalist AI command server for agents and developers to snap pages, grab sites, source docs, and ask questions via a single interface.

Crystal

Manages and works with crystal artifacts, which are structured data containers for complex analysis, code, and knowledge.

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.

Augmented Nature UniProt

Provides advanced access to the UniProt protein database via a Model Context Protocol (MCP) server.

AgentGo

Provides blockchain identity authentication, agent scoring, and market data analysis for AI agents via the MCP protocol.

GenaiX

Provides a robust foundational structure for developing generative AI applications.

Annapurna

Streamlines grocery scanning, AI-driven meal planning, and nutrition tracking for a healthier lifestyle.

National Park Service

Access comprehensive data and information for all National Park Service sites through a suite of specialized tools.

Retail Supply Chain Analysis

Analyzes retail supply chain data to provide actionable insights for inventory optimization, vendor management, and sales forecasting.

Goldfish

Provides a crash-safe, persistent memory for developer sessions, tracking progress, managing tasks, and maintaining context across AI development workflows.

Math Solver

Solves mathematical problems using a client-server architecture.

Filesystem

Enables secure filesystem access for AI models through the Model Context Protocol, restricting operations to predefined directories.

Agent Streamlit RAG

Facilitates interaction with MCP servers using Streamlit and Retrieval-Augmented Generation (RAG).

Everything Server

Provides a comprehensive reference implementation of the Model Context Protocol, showcasing all its features for secure, controlled access to tools and data sources for Large Language Models.