Data Science & ML Servidores MCP

Cognee

12,844

Provides a reliable memory layer for AI applications and AI agents, enhancing response accuracy and reducing hallucinations.

MindsDB

38,613

Build AI applications that can learn and answer questions over large-scale federated data sources using a federated query engine.

Phoenix

8,710

Provides an open-source AI observability platform designed for experimentation, evaluation, and troubleshooting of LLM applications.

GPT Researcher

25,503

Conducts in-depth web and local research on any topic, generating comprehensive reports with citations.

YouTube Transcript

6,987

Retrieves transcripts and subtitles from YouTube videos, including automatically generated ones, without requiring an API key or headless browser.

MCP Toolbox for Databases

13,235

Streamlines the integration of GenAI tools with databases by handling complexities like connection pooling and authentication.

Mcp-Go

8,260

Implements the Model Context Protocol (MCP) in Go, facilitating integration between LLM applications and external data sources and tools.

Graphiti

23,213

Builds and queries temporally-aware knowledge graphs tailored for AI agents operating in dynamic environments.

Model Context Protocol for Beginners

14,532

Provides an open-source curriculum designed to teach the concepts and fundamentals of the Model Context Protocol (MCP) through practical code examples.

RealChar

6,202

Create, customize, and engage in real-time conversations with AI characters across web, mobile, and terminal platforms.

LanceDB

9,216

Provides a developer-friendly, embedded retrieval engine for multimodal AI, enabling efficient search and data management.

Xiaozhi ESP32

8,737

Provides a backend service for ESP32 devices, enabling rapid deployment of custom intelligent control servers.

Archon

13,749

Autonomously builds, refines, and optimizes other AI agents using an advanced agentic coding workflow and framework knowledge base.

Claude-Flow

14,997

Orchestrates intelligent multi-agent swarms and autonomous workflows to build advanced AI systems.

Trigger.dev

13,911

Facilitates building and deploying fully-managed AI agents and long-running workflows with built-in durability and observability.

TrendRadar

47,790

Aggregates trending topics from over 35 platforms, offering intelligent filtering, automated multi-channel notifications, and AI-powered conversational analysis for deep news insights.

PAL

11,173

Orchestrates multiple AI models to enhance CLI tools for collaborative development, code analysis, and problem-solving.

Praison AI

5,610

Automate and solve complex problems by creating and managing multi-AI agent systems with a low-code framework.

Airweave

5,797

Connects to diverse data sources to provide a unified context retrieval layer for AI agents and RAG systems.

Ruflo

18,176

Orchestrates intelligent multi-agent swarms for Claude, coordinating autonomous workflows and building conversational AI systems.