Data Science & ML MCP Servers

Fetch Python

Extracts and transforms web content into various formats, including rendered HTML, Markdown, and text from media files.

Baidu Search

Enables AI assistants to perform intelligent searches using the Baidu Wenxin API.

Florence2

Processes images using Florence-2 to extract text via OCR or generate descriptive captions.

PI API

Provides a Model Context Protocol (MCP) server for interacting with the PI Dashboard API.

GraphQL Tools

Enables AI assistants to interact with GraphQL APIs through standardized tools.

Data Wrangler

Provides a standardized interface for data preprocessing, transformation, and analysis tasks within the Model Context Protocol ecosystem.

Kaggle

Enables interaction with Kaggle competitions through AI assistants using the Model Context Protocol.

Xgmem

Manages project-specific and knowledge graph-based memory for LLMs and agents.

Cursor History

Enables searching of vectorized Cursor IDE chat history using LanceDB and Ollama through an API service.

Maas Webapp

Powers the 'MCP as a Service' web application, enabling both hosted and self-hosted deployments.

OpenSCAD

Provides OpenSCAD rendering capabilities through a standardized Model Context Protocol interface.

HDX Humanitarian Data

Connects AI assistants to the Humanitarian Data Exchange (HDX) API, providing access to critical global humanitarian data.

DrawDB

Empower AI assistants to create, modify, and manage database diagrams programmatically through a WebSocket API.

Knowledge

Enables AI assistants to leverage local knowledge through semantic search over multi-format documents, supported by vector storage and OCR.

Media Gen

Generate, edit, and fetch images and videos using OpenAI and Google GenAI models, with smart compression and strict Model Context Protocol (MCP) compliance.

Agent Web Interface

Provides a unified perception and interaction interface that enables AI agents to efficiently use the web through semantic page representations.

Lightning Memory

Empower AI agents with decentralized memory to store, query, and recall information using Nostr identity and Lightning L402 micropayments.

HK Transportation

Provides real-time bus arrival information, route planning, and location search for Hong Kong's public transit network to AI agents.

My Claude

Orchestrates multi-agent workflows within Claude Code, dynamically routing tasks to specialist agents and supporting agent teams, skills, rules, hooks, and external knowledge integration.

NeuronCite

Transforms document libraries into instantly searchable knowledge bases and autonomously verifies academic citations using local LLMs.