Data Science & ML MCP 服务器

Client LLM

Enables large language models to access any API type and provides a local application example.

Hong Kong Housing

Provides access to housing-related data in Hong Kong via a FastMCP interface.

Creative Ideation

Generates context-aware categories and options for AI-powered creative thinking support using the Gemini API.

Skemati.ca

Enables real-time, server-pushed updates for AI model and tool communication within the Model Context Protocol using Server-Sent Events.

Mood Playlist

Generates sentiment-based music playlists by analyzing user queries with AI and integrating with the Last.fm API.

Tool4lm

Provides an all-in-one suite of tools for local and remote Large Language Models, enabling multi-engine web search, secure web page fetching and summarization, internal document reading, academic lookups, and calculations.

Dresden OpenData

Enables AI agents to automatically discover, fetch, and process open civic datasets from Dresden's OpenData Portal.

ChatBot Assistant

Provides a customizable, secure AI assistant leveraging local LLMs for departments to manage data, automate workflows, and gain document-based insights.

Prompt Cleaner

Enhances and cleans raw prompts using AI, improving clarity, actionability, and effectiveness.

ArXiv

Facilitates searching, retrieving, and managing academic papers from arXiv.org via a command-line interface and an LLM-integrable server.

K-Targo Subway

Provides access to real-time Korean subway information through the Model Context Protocol (MCP) standard.

AirTrail

Enables AI assistants to manage and interact with your AirTrail flight tracking data.

Wikimedia Image Search

Enables AI assistants to search Wikimedia Commons for images, providing detailed metadata and visual thumbnail composites.

SnapBack

Analyzes code for security risks and manages code snapshots using AI, integrating directly with Model Context Protocol-compatible AI tools.

Polyglot DB

Unify management and natural language querying across 20 different databases through a single interface.

Petamind

Orchestrates a multi-candidate agentic coding loop, integrating patch generation, deterministic gates, and mandatory vision scoring to identify optimal solutions.

Twitter AI Publisher

Automates Twitter/X posting with text and images, including AI-generated content through a Model Context Protocol (MCP) server.

Cox's Bazar AI Itinerary

Offers AI-powered travel planning tools and real-time weather information for Cox's Bazar, Bangladesh.

K3s

Enables AI assistants to manage K3s Kubernetes clusters through natural language commands.

AI Tool Servers

Extends AI assistants like Claude with a diverse array of powerful tools for tasks ranging from mathematical animation rendering to data analysis and food ordering.