Data Science & ML MCP 서버

CheerLights

Enables AI tools to interact with the CheerLights API for real-time color data.

Model Context Protocol Servers

Provides a collection of specialized Model Context Protocol (MCP) servers for diverse use cases.

Lichtblick

Provides clarity and a new perspective on learning the German language through an AI-powered approach.

Upbit

Enables interaction with the Upbit cryptocurrency exchange API for real-time market data, account management, and automated trading via Server-Sent Events (SSE).

Contraption Company

Provides an experimental Model Context Protocol (MCP) server for Contraption Company's essays, enabling semantic search and content access.

Alpha Vantage Stock Data

Provides an MCP server for Large Language Models and agentic workflows to access historical and real-time stock market data.

CodeNavigator

Provides comprehensive code analysis, navigation, and quality assessment across over 25 programming languages for various development workflows.

ScreenPal Video Transcriber

Transcribe ScreenPal videos using local AI models, generating comprehensive audio transcripts and visual descriptions without cloud dependencies.

LLM Tools

Empowers AI to autonomously select and invoke diverse tools, facilitating automation from simple calculations to complex knowledge graph analysis using large language model function calling.

Agent Framework

Orchestrates AI agents at scale, enabling seamless context sharing, communication, and integration for enhanced collaboration.

SafetyOps

Serves as a production-ready Model Context Protocol (MCP) server for workplace safety knowledge bases, leveraging Azure AI Search and GPT-4o for enhanced Q&A.

Fred

Connect to the Fred database to query and explore economic data.

ChemCP

Renders interactive 2D molecular structure diagrams from SMILES notation using RDKit.js, directly within a chat interface.

Reflexive Thematic Analysis

Augments qualitative coding for Braun & Clarke's Reflexive Thematic Analysis, enabling structured AI-assisted interpretation while preserving researcher authority.

Memento Protocol

Provides AI agents with persistent, structured memory, enabling them to recall and learn across sessions.

Wisepanel

Integrate multi-agent AI deliberation capabilities into MCP-compatible clients for enhanced discussion and decision-making.

LobsterSearch

Provides AI agents with an optimized local business directory, offering structured data, pricing, hours, and confidence scores for reliable recommendations.

Atlas

Orchestrates universal multi-agent systems, providing an infrastructure layer for interoperability, auditability, and production readiness for autonomous AI agents.

Binance AI Trader

Empower AI assistants to execute trades, retrieve real-time market data, and generate technical analysis on Binance Spot and Futures markets.

DeFi Yield Scanner

Offers real-time DeFi analytics including token risk analysis, yield scanning, and wallet exposure checking for AI agents.