Data Science & ML MCP Servers

Server Readability Parser

Extracts and transforms webpage content into clean, LLM-optimized Markdown using the Model Context Protocol.

KNMI Weather

Provides real-time weather data from KNMI (Royal Netherlands Meteorological Institute) weather stations for any location in the Netherlands.

DuckDuckGo Web Search

Enables web searches using DuckDuckGo and fetches/summarizes content from the results using the Jina API.

Tacitbase

Connects to Typesense collections and retrieves data using an MCP client.

GemForge

Integrates Google's Gemini AI with MCP agents to enable codebase analysis, live search, and multi-file processing.

Github Graphql Api

Enables AI assistants to efficiently retrieve GitHub data through GraphQL queries.

Shaka Packager

Integrates Shaka Packager with Claude AI applications, enabling video transcoding, packaging, and analysis.

Bilibili

Facilitates personalized video content selection for AI by providing access to Bilibili user data and search functionalities.

Microsoft Teams by CData

Enables querying of live Microsoft Teams data from Large Language Models like Claude Desktop using natural language.

Hacking Buddy

Leverages AI to enhance security operations, particularly in Red Team and Pentesting workflows.

Obsidian Notebook

Integrates Claude with Obsidian notes for semantic and full-text search capabilities.

MoziChem Hub

Provides a modular Python toolkit for creating Model Context Protocol (MCP) modules specifically designed for chemical engineering and chemistry workflows.

Fusion 360

Connects Autodesk Fusion 360 with multiple AI backends to enable AI-powered parametric CAD design via natural language.

OpenRouter Image

Empowers AI agents with advanced image analysis capabilities using OpenRouter's vision models to interpret visual content from screenshots, UI designs, and documents.

Mnemex

Provides AI assistants with a temporal memory system featuring human-like forgetting curves and local, human-readable data storage.

Lancer

Indexes Git repositories and provides intelligent hybrid semantic code search for AI agents via a self-hosted Model Context Protocol server.

Medical Agents

Deploys a production-ready template for specialized medical agents as discoverable MCP tools via the Agent Orchestration Protocol.

Search Server

Enables web search, content extraction, and PDF parsing to provide real-time and context-aware information for Large Language Models.

System Monitor

Provides comprehensive system information and management capabilities for Linux servers through MCP and HTTP REST APIs, enabling AI agents to monitor and interact with server resources.

VSCode Python

Empowers AI agents to interact with local code and data through an optimized Python-based Model Context Protocol server.