The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.
Agent Skills for Solopreneurs
An official Qdrant Model Context Protocol (MCP) server implementation

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

Open-source SEO + GEO skills for Claude on your real GSC/GA4/ads data. Free MCP: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
MCP Server for SigNoz
Bitcoin & Lightning Network MCP Server.
Browse the web, directly from Cursor etc.
One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code
A Model Context Protocol (MCP) Server for Substack enabling LLM clients to interact with Substack's API for automations like creating posts, managing drafts, and more.
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
Durable, searchable memory of your past agent sessions.
A curated, multilingual library of 182 installable AI agent skills for end-to-end academic research—spanning literature discovery, scientific writing, grant development, bioinformatics, drug discovery, clinical research, machine learning, and data analysis.
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Agentic-MCP, Progressive MCP client with three-layer lazy loading. Validates AgentSkills.io pattern for efficient token usage. Use MCP without pre-install & wasting full-loading
Build autonomous AI agents in Python.
The best-benchmarked open-source AI memory system. And it's free.
A comprehensive framework for analyzing and defending against attacks targeting Software Development Life Cycle Infrastructure.

MCP server to connect to whoop API
42 AI agent skills for literature review, academic writing, citation verification, conference submission, rebuttal, publication, and presentations.
Official Jina AI Remote MCP Server
Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.
ZooData Skills - AI Agent skills for e-commerce data intelligence across Amazon, TikTok & beyond, plus open-web extraction

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra