Data Science & ML MCP 服务器

Sage 50 UK

Provides read-only access to Sage 50 UK data, enabling connections from AI clients like Claude Desktop via CData JDBC Drivers.

E-commerce AI Assistant

Empowers e-commerce shop owners to query their business data using natural language through secure, local AI processing.

GitIngest

Generates structured text context files from public and private GitHub repositories, optimizing code information for large language model (LLM) task resolution.

Chat

Facilitates interactive chat with AI models, integrating document retrieval, command-based prompts, and extensible tools via the Model Context Protocol.

Sequa

Bridges various Model Context Protocol (MCP) transports used by IDEs and AI agents with Sequa's native HTTP MCP endpoint.

Hugging Face

Provides access to the Hugging Face Inference API, enabling the execution of over 200,000 machine learning models for diverse AI tasks.

Fetch.ai

Monitors and analyzes the Fetch.ai autonomous agent economy, providing real-time insights into agent interactions, transactions, and network health.

AI Test Case Generator

Harness AI to generate, manage, and export test cases, streamlining the testing process and ensuring compliance.

Book Recommendation

Generates book recommendations via a Node.js-based Model Context Protocol (MCP) server, designed for extensibility and integration with external APIs.

Oracle

Unifies access to oracle AI models such as Codex or Claude through a command-line interface for enhanced decision-making.

Bridge

Facilitates model-based workflows by logging meditation and critique cycles, detecting optimal mode-switch moments using neuroscience heuristics, and seamlessly injecting context.

Ollama Local

Provides a local web interface for interacting with Ollama models and secure system tools, with conversation history.

JAXA Earth VRChat Terrain

Transforms JAXA satellite Earth observation data into 3D terrain models optimized for VRChat, Blender, and Unity.

SpeechPulse

Analyzes speech audio to detect emotions, assess urgency, and identify sarcasm using prosodic features.

Ugandan Law

Offers an AI-powered Model Context Protocol (MCP) server for comprehensive access and query capabilities across 622 Ugandan laws and over 17,000 legal provisions.

Twitter Screenshot Archive

OCR-indexes and provides search capabilities over personal Twitter screenshot archives, enabling full-text and semantic search, topic clustering, and LLM integration.

Nova Control

Provide multi-platform control for the Creoqode Nova DIY AI Robot via USB serial communication.

Maker

Provides AI agents with programmatic access to Maker analytics and data through a hosted API.

Astronomy Oracle

Provides accurate celestial object catalog data and observing session planning capabilities for AI assistants.

Political Finance

Provides AI agents access to comprehensive US political finance and voting data, including campaign contributions, PAC spending, and lobbying records.