Python - Library

Agent MCP

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

Crawl4AI (Async Version) 🕷️🤖

🔥🕷️ Crawl4AI: Open-source LLM Friendly Web Crawler & Scrapper

Diagrams

🎨 Diagram as Code for prototyping cloud system architectures

Gitingest-MCP

mcp server for gitingest

Glances - An Eye on your System

Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.

Graphiti MCP Server

Graphiti is a framework for building and querying temporally-aware knowledge graphs, specifically tailored for AI agents operating in dynamic environments. Unlike traditional retrieval-augmented generation (RAG) methods, Graphiti continuously integrates user interactions, structured and unstructured enterprise data, and external information into a coherent, queryable graph. The framework supports incremental data updates, efficient retrieval, and precise historical queries without requiring complete graph recomputation, making it suitable for developing interactive, context-aware AI applications.

InstructPix2Pix

Learning to Follow Image Editing Instructions.

ipyvizzu

Build animated charts in Jupyter notebook with a simple Python synthax.

linkding

Self-hosted bookmark manager that is designed be to be minimal, fast, and easy to set up using Docker.


MindsDB

AI's query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you'll ever need

Screenshot to Code

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

Semantra

Multi-tool for semantic search