Data Science & ML Servidores MCP

CheerLights

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

MySQL

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Digital Duck Demo

Provides demonstrations of Model Context Protocol (MCP) server and client implementations using FastMCP.

Web-LLM

Provides an MCP server to programmatically interact with Web-LLM models running in a browser environment.

Nova Reel

Facilitates asynchronous video generation using Amazon Nova Reel and AWS Bedrock through a Model Context Protocol (MCP) server.

Koi

Integrates Knowledge Organization Infrastructure with the Model Context Protocol, enabling autonomous agents to exchange personality traits and expose capabilities as standardized tools.

RAGFlow Claude Desktop

Integrates RAGFlow's knowledge base querying and document management capabilities directly into Claude Desktop.

Discord

Provides a Model Context Protocol (MCP) server, enabling AI assistants to interact with the Discord platform.

File Context

Enables querying Large Language Models with context derived from local files.

Ephor Collaboration

Facilitates collaborative debates between multiple AI agents, enabling them to discuss and reach consensus on user prompts.

Arxiv

Connects AI assistants to arXiv, enabling search, analysis, and download of research papers within AI workflows.

Leonardo AI

Integrates with Leonardo AI to manage image generation jobs via Model Context Protocol.

Comfy

Generates images from text prompts by leveraging a remote ComfyUI server through the FastMCP framework.

AgenticAI

Facilitates experimentation with LangChain, LLM-powered agents, and autonomous AI workflows through practical implementations and prototypes.

Spreadsheet

Enables LLMs to directly access and utilize data from Google Spreadsheets.

Mongo

Connects Large Language Models to MongoDB databases for CRUD operations using natural language.

Crawl4AI RAG

Provides advanced web crawling and Retrieval-Augmented Generation (RAG) capabilities for AI agents and coding assistants.

MiniMe

Enhances AI coding assistants by providing a persistent memory and cross-project intelligence layer within integrated development environments.

Ontology

Connects Claude to GraphDB's SPARQL endpoint and Ollama models via a Model Context Protocol (MCP) server.

Aster Info

Provides structured access to Aster DEX market data, including candlesticks, order books, trades, and funding rates.