Data Science & ML MCP Servers

Spring AI Demo

Exposes a Model Context Protocol (MCP) service using Spring AI.

Freshdesk by CData

Enables Claude Desktop to query live Freshdesk data using natural language questions.

FEP-FEM

Builds networks of intelligent agents that securely discover, share, and adapt their capabilities at scale.

LangChain

Provides real-time access to LangChain documentation, API references, and code examples through dual server modes.

NexDialogue

Provides a fast, AI-powered backend for e-commerce, enabling text-to-image, text-to-text search, and product filtering using advanced multimodal embeddings.

23AI Query Assistant

Converts natural language questions into SQL or semantic search queries over data stored in Oracle Autonomous Database.

Snowflake

Enables LLM agents to securely connect to and query Snowflake databases, acting as a bridge for seamless SQL execution.

Image

Load images from local paths or remote URLs to enable AI agents to analyze visual content.

Simple

Develop modern, type-safe Model Context Protocol servers for TypeScript applications with versatile API styles.

Mermaid Validator Extended

Validates and renders Mermaid diagrams for use with LLMs, incorporating an essential fix for WSL stdin.

Magnolia Docs

Provides an MCP server to search and retrieve information from the official Magnolia CMS documentation, enabling AI assistants and language models to access accurate product information.

Browserbase

Empowers LLMs with cloud browser automation for web interaction, data extraction, and automated actions.

StatFlow

Automates comprehensive statistical analysis and report generation from MySQL databases, providing AI assistants with powerful data processing capabilities.

NASA

Provides a standardized Model Context Protocol interface for AI models to interact with NASA's extensive public data sources.

Sutra

Enhances large language model reasoning, memory, and orchestration through a standardized context engineering protocol.

Radical

Builds conversational AI agents and automations as an open-source, AI-native alternative to traditional workflow tools.

Profitelligence

Provides semantically dense, LLM-optimized financial intelligence from SEC filings, insider trades, and economic indicators for AI agents.

Whoop

Access WHOOP wearable health data through a Model Context Protocol (MCP) server.

Flywheel

Indexes Obsidian vaults to provide graph intelligence and semantic search for AI agents, drastically reducing token consumption.

Sovereign Health

Provides privacy-first personal health intelligence by translating health data into quantitative signals, performing anomaly detection, and offering AI-driven analysis while keeping raw data encrypted.