The MATLAB Agentic Toolkit brings trusted MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.

Building blocks for frontier OpenAI agents in Rust. Nanocodex empowers you with Codex-level performance anywhere.

A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.

Give your AI agent eyes and hands on any desktop — cross-platform accessibility API with MCP server

A Whistle proxy management tool based on Model Context Protocol that allows AI assistants to directly control local Whistle proxy servers, simplifying network debugging, API testing, and proxy rule configuration through natural language interaction.

MCP server for Android device control via ADB and scrcpy — gives AI agents vision and control over Android devices

OpenGUI is an Android GUI agent framework for phone-use AI that can see, plan, and operate real mobile apps through the GUI.

Rails Engine with MCP compliant Spec.

An MCP server for parallel browser automation by AI agents with multiple cloud providers

Continual agent skill evolution through persistent decision history. Whole-skill optimisation (SKILL.md + scripts + references) with every decision landing as a local Git issue / PR / wiki. Runs on any agentskills.io runtime — Claude Code, Codex, OpenClaw, Hermes.

Evaluate agent skill quality. Find the weakest link. Fix it. Prove it worked.

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

Real time communication for agents. Wake on message, channels, DMs and actions. Useful for orchestrating agents.

MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.

Lightweight coding agent written in Rust, optimized for memory footprint and performance

Share the same project justfile tasks with your AI Coding Agent.

Unified AI Development Framework - BMAD phases with Ralph execution loop

MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.

Portable Agent Skill for repository-native Spec programming, informed by public DeepSeek Harness engineering patterns.

Stealth browser automation that actually works. Runs Camoufox (custom Firefox) in Docker with zero Chrome DevTools Protocol exposure, real OS-level mouse and keyboard input via PyAutoGUI, and a JSON HTTP API + MCP server to control it all remotely. Watch it live via noVNC.

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

Production-grade MCP server for Wazuh SIEM — 55 security tools for alert triage, threat hunting, vulnerability management, compliance (PCI DSS, GDPR, HIPAA, NIST CSF, ISO 27001) and active response. Connect Claude or any LLM to your SOC. OAuth 2.1, RBAC, multi-cluster, air-gap ready.

Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.