Data Science & ML MCP 서버

Translate

Facilitates multi-language translation and text-to-speech using an MCP architecture.

Make Sound

Provides comprehensive sound playback capabilities for macOS, enabling AI assistants and other MCP clients to play system sounds, text-to-speech, and custom audio files.

Joplin

Exposes Joplin's local REST API as Model Context Protocol tools for AI integration.

Stackpress

Delivers Stackpress-specific context to AI utilities for improved understanding and responses.

Codebase

Indexes code repositories into PostgreSQL with pgvector for production-grade semantic code search tailored for AI coding assistants.

Protein

Offers fast, optimized access to protein structure data for querying, retrieval, and file downloading to support bioinformatics research.

Go Git

Provides large language models with seamless Git repository interaction and automation capabilities through a Model Context Protocol server.

lilFetch

Scrapes webpages using Playwright to extract clean Markdown, designed for integration with AI chat prompts.

LLM Council

Obtain collective insights from multiple frontier LLMs simultaneously, featuring peer review and synthesis for complex queries.

Copilot Media Plugins

Enhances GitHub Copilot with AI-powered media generation and local image processing capabilities for text, image, video, and audio.

LLM Backlog

Manages project backlogs using Git-native Markdown files, accessible via a web UI and an MCP endpoint for human and AI collaboration.

WxO Agent

Invokes a single Watson Orchestrate agent remotely through a lightweight Model Context Protocol server.

Scientific Figures

Generates publication-quality scientific figures, including diagrams, charts, and maps, with structured prompts, strict editing, and automated QA validation.

Claude Config Studio

Manages Claude Code configuration and enhances its cross-session memory with an intelligent Luoshu system.

Sensact

Enables Large Language Model clients to discover and invoke capabilities on user-owned devices through a Supabase-hosted remote Model Context Protocol (MCP) server.

Italian Law

Provides an AI-native database for querying Italian legislation on data protection, cybersecurity, corporate law, and digital administration.

R Package Development

Exposes advanced R package development capabilities to AI assistants through natural language commands.

Sports Betting

Provides AI agents with real-time, AI-powered sports betting analysis, including picks, odds, and injury reports for major sports leagues.

Sandbox Agent

Execute code in isolated Docker containers with support for Python, Node.js, and R, ideal for AI agents.

Ollama

Routes AI tasks to local Ollama models, providing private and cost-free AI capabilities directly from your machine.