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.

Walrus

Enables AI assistants to interact with the Walrus decentralized storage network for data storage and retrieval.

RDMS

Integrates with the RDMS bug tracking system to enable direct reading, manipulation, and AI-powered image analysis of bug information for AI assistants.

Stackpress

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

Javelin Guardrails

Provides essential AI security guardrails, integrating with Javelin's platform to protect AI applications against various threats.

Swagger Template

Bootstrap any OpenAPI/Swagger specification into a FastMCP-powered Model Context Protocol server, enabling AI copilots like Claude Code and Codex to call your API in minutes.

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.

AI Credit Underwriting Engine

Automates credit risk assessment and decision-making through an AI-driven multi-agent system, providing transparent and explainable financial solutions.

Copilot Media Plugins

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

WxO Agent

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

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.

LangGraph Patterns

Provides LangGraph agent patterns, code snippets, and best practices for AI assistants.

R Package Development

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

Sandbox Agent

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

ChartForge

Generate stunning, publication-quality charts and diagrams from natural language prompts.

Agent Analytics

Provide usage analytics and monitoring for AI agent tool calls.