Data Science & ML MCP Servers

Usgs Quakes

Queries the USGS Earthquake API using natural language through a Model Context Protocol (MCP) server.

FindMine Shopping Stylist

Integrates FindMine's product styling AI with Large Language Models via the Model Context Protocol.

Ephor Collaboration

Facilitates collaborative debates between multiple AI agents, enabling them to discuss and reach consensus on user prompts.

S3 Downloader

Enables AI models to securely interact with AWS S3 buckets by providing a standardized interface for listing buckets, listing objects, and downloading file contents.

Analysis Alpaca

Provides a production-ready Model Context Protocol (MCP) server for comprehensive research and analysis, integrating web and academic search with intelligent content extraction and an optional interactive web interface.

Memory Bank Mongo

Manages remote memory banks for AI models and development workflows via a Model Context Protocol (MCP) server.

HK Food

Provides access to government food-related data in Hong Kong through a FastMCP interface.

News

Aggregates multi-source news, applying AI for synthesis and bias removal, while using conversation-aware caching for persistent information retrieval.

Hybrid AI

Creates a transparent, inspectable decision layer using McCulloch-Pitts neurons to bridge the 'black box' problem of neural networks for safety-critical and regulated AI.

DeepQ Financial Toolkit

Empowers AI large language models with comprehensive financial data and analytical tools tailored for the securities industry.

Blender

Enables AI assistants to interact with Blender, facilitating 3D model manipulation and content creation.

Gokub

Establishes a Model Context Protocol (MCP) server to connect Claude Desktop with the Bitkub Cryptocurrency Exchange API, enabling AI-powered trading and real-time market interaction.

Image Recognition

Provides AI-powered image recognition and description capabilities using OpenAI-compatible vision models.

Prompt Cleaner

Enhances and refines raw prompts using AI to improve clarity, actionability, and effectiveness.

Mc8yp

Integrates Cumulocity IoT platform data with AI agents, enabling AI-powered device management, data analysis, and operational insights.

MiniMind

Deploys the MiniMind Large Language Model as an all-in-one Docker solution, offering a web UI, an OpenAI-compatible API, and Model Context Protocol (MCP) support.

World Model

Builds a temporal knowledge graph of your codebase to prevent AI hallucinations, repeated mistakes, and regressions in Claude Code.

Glider

Provides Roslyn-powered semantic C# code analysis and refactoring capabilities for AI assistants.

Inkog

Secures AI agents by detecting vulnerabilities, verifying governance declarations, and generating compliance reports for regulatory frameworks.

PubMed

Provides a Server-Sent Events (SSE) interface to query and retrieve information from the PubMed biomedical literature database.