The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Local first codebase intelligence

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

MCP Server for agents to onboard, pay, and provision services autonomously with InFlow

Advanced GitLab MCP server

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

An MCP server for Azure DevOps

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents

HAR: open agent harness CLI and MCP server for coding agents, isolated worktrees, and software-factory workflows

Lightweight Long-Term Memory for LLM Agents.

AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and any harness.

Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a .story/ directory.

A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.

A curated list of Model Context Protocol (MCP) servers

🎨 Vibe Design System - Official monday.com UI resources for application development in React.js

MCP Server Framework and Tool Development library for building custom capabilities into agents.

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

Search companies, enrich contacts, and reveal emails and phones from your AI agent.

Official SonarQube MCP Server for code quality and security in AI agents

🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java26; Supports LTS. (Replaceable spring)