Data Science & ML MCP 서버

Turkey Weather

Provides current weather information for cities in Turkey through an MCP interface.

TheArena

Offers a unified agentic playground for AI benchmarking, workflow automation, and diverse game environments.

Octave

Enables non-interactive execution of Octave scripts via the Model Context Protocol (MCP).

Personal Notes

Offers concise, topic-wise notes on machine learning, combining mathematical foundations, practical perspectives, and architectural overviews with diagrams.

Container Manager

Streamline the management and optimization of container environments, offering efficient deployment and monitoring across various platforms.

Lunar Calendar

Provides traditional Chinese lunar calendar information, including auspicious date checking, festival data, moon phases, and zodiac insights, ready for AI applications.

LlamaIndex OpenWeather Agent

Enables LLM agents to fetch live weather information from the OpenWeather API using LlamaIndex and MCP tool integration.

Expense Tracker

Enables AI assistants like Claude to manage personal expenses and finances through natural language conversation.

Node.js Command-Line

Develops a custom MCP server and client for concept testing using Node.js, TypeScript, and Gemini AI.

ArchiveBox

Provides a Python wrapper for the ArchiveBox API and operates as a Model Context Protocol (MCP) server for Agentic AI.

OptionsFlow

Provides advanced options analysis and strategy evaluation through Yahoo Finance, enabling LLMs to process options chain data.

Malaysia Transit

Access real-time bus and train information across over 10 Malaysian cities, including live arrivals, vehicle tracking, and route details from major transit providers.

Weights and Measures

Enables AI assistants to perform accurate unit conversions and access comprehensive reference tables for various measurement systems.

Agent Polis Impact Preview

Provides a critical safety layer for AI agents, allowing human review and approval of proposed actions before they execute.

Epstein Exposed

Provides AI agents with programmatic access to the Epstein Exposed public API.

Literature

Retrieves structured, ranked evidence from the Europe PMC publication database, transforming raw literature into machine-readable evidence items for AI-driven clinical research.

Claude Prompt Optimizer

Reduces Claude API cost by compiling and optimizing prompts for maximum impact and minimum token usage.

Prompt Optimizer

Scores, compiles, and optimizes prompts for any LLM, enforcing structure and reducing token costs without internal AI calls.

Echo

Provides AI agents with persistent, contextual long-term memory, bridging stateless LLMs with local SQLite persistence for automated cross-session architectural context and project preferences.

Mac Screenshot

Captures the entire macOS screen and saves it as a PNG file, integrating seamlessly with Model Context Protocol clients.