Ecosystem

Mc Agent Toolkit

Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubl...

AynOps

An Open Sourced Model Context Protocol (MCP) Local server that gives AI Clients real-time cybersecurity reconnaissance capabilities

Subagents Pydantic AI

Subagent Delegation framework for Pydantic AI, enabling nested subagents that can spawn their own specialists on-the-fly, with smart sync/as...

Memory Vault

A local-first AI memory system with hybrid search, MCP integration, and a knowledge graph.

Githits CLI

Command Line Interface for GitHits - Context Layer for Open Source

Hig Doctor

Agent-readable Apple HIG knowledge base with MCP lookup and a cross-framework compliance audit CLI.

Litmus

Behavioral litmus harness for MCP servers — the open @polygraphso/litmus package (CLI, library, MCP server).

Wazuh Openclaw Autopilot

Autonomous SOC layer for Wazuh using OpenClaw agents with MCP . Auto-triage alerts, correlate incidents, generate response plans w...

Awaithumans Human In The Loop AI Agents

Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop (HITL) library for production LLM agents: Slack, e...

Openhermit

OpenHermit is the open-source platform for deploying fleets of AI agents as production services — durable state, sandboxed execution, manage...

Thingctx

Drive any agent against any W3C WoT Thing from its description. No per-integration server.

Better Agents

Standards for building agents, better