Autonomous AI Test Engineering Engine

107 production-grade QA engineering skills for AI agents — frontend, API, performance, mobile, security, CI, and AI/LLM testing. MCP-ready: works with Claude Code, Claude Desktop, Cursor, Zed, Windsurf, and any MCP host.

Deterministic, zero-hallucination agentic QA engine. Equips AI agents with cognitive heuristics and boundary fuzzing to autonomously test Web, Mobile, Desktop, and APIs.

MCP server for Cloud Agent — an AI software engineer that writes code, opens PRs, reviews code, generates tests, runs security scans, and answers codebase questions. Connect from any MCP client (Claude Code, Cursor, Windsurf) and delegate engineering task

MCP server that unleashes a mob of AI virtual users on your website - real-browser persona testing with an S-F survival grade and three-engine verification

MCP server for the open marketing-mindset skill: test-size math, kill rules, AEO agent-readiness audit, a marketing-engineer JD generator and a playbook gate (is it time to write a playbook, or still search?) as callable tools for any MCP client (Claude C

MCP server that gives Claude Code your team's engineering standards — git, Rails, testing, deployment, code review, frontend

AI-native test engine for browser, API & MCP testing — 46 tools over Model Context Protocol. Built with Playwright + Bun.

Full-lifecycle well control calculation engine, 7-screen choke simulator & MCP server (1,312 tests)

Solo-play Fighting Fantasy-style gamebook engine: an AI Game Master narrates while all randomness, state, and combat go through an MCP server (the AI never rolls dice in prose). Phase-1 MVP, 158 tests.

Open-source Three.js game engine for TypeScript with Rapier physics, deterministic simulation, headless testing, and MCP tooling for AI agents.

Highly configurable YATT MCP server library: spin up your own UI-testing MCP server (35 tools, Playwright engine, headless-first) with strict, typed configuration for paths, HTTP transport, auth, permissions, sessions and retention.

MCP server that gives AI coding agents (Claude Code, Cursor, etc.) full control over Unreal Engine 5.7 projects — headless builds & tests, Blueprint editing, actor manipulation, procedural mesh generation, and UE API documentation lookup.

SeleniumBase for Rust (unofficial port): browser automation and testing with the SeleniumBase API, a driverless Chrome DevTools engine, stealth mode, and an MCP server for AI agents.

Pairwise / t-wise combinatorial coverage for AI-written tests — check what a suite misses, generate the minimum matrix, extend it without rewriting. A Claude Code plugin and a standalone MCP server, backed by the coverwise WASM engine.

Deterministic Zero-Trust test design engine: Pairwise & N-way combinatorics with business constraints, bidirectional requirement traceability, and BDD exporters. MCP-ready.

MCP server for Flax Engine projects with a live editor bridge: compile, play and test loops without manual steps. Fork of eXoz00rd/FlaxMCP.

World-first MCP server for point cloud (LAS/LAZ) processing — load, diff, volume, heatmap, PDF report. Tested on real-world Japanese ICT civil engineering data.

MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.

Babel: Kibana-native SIGMA detection engineering with an AI assistant — author, convert, test & deploy, aligned to incident response and MITRE ATT&CK.

Mock an OpenAPI/Swagger spec into a fake server, or run git-friendly TOML test collections against a real one — one CLI, one shared engine, built on Bun.

Test web pages on emulated real phones, foldables, tablets and desktops: real browser engines, device frames, notches, safe areas, Telegram Mini Apps, layout audits. Claude Code drives it over MCP.

Static, reverse-engineering-assisted vulnerability triage for AI agents -- CLI + MCP server, no Ghidra required. For files you own or are authorized to test.

Test regexes in real engines over MCP (Python, JavaScript, regex): side-by-side matches, ReDoS confirmed by timing in a killed process, honest explainer, verified test suggestions.

AI race engineer for sim racing: an MCP server that records every lap, finds where you lose time, and A/B-tests setups. Assetto Corsa; more games coming.

AI-driven cross-platform UI automation engine with test script generation

Token-efficient context engine for AI coding agents. v2.23.0: token-killer pack — deep-forget (unlearning propagation), dangling-reference guard, MCP schemas-on-demand. 2462 tests, 43 MCP tools, Elastic-2.0.

MCP server that reverse engineers a locked rebuild spec (CLAUDE.md, .claude config, mutation tested tests) from an existing app

Reverse engineer any API: discover how a website serves its data (publisher catalogs, OpenAPI, framework routes, APIs.guru, Wayback, CT, REA browser capture, jsluice, source maps, GraphQL), prove it with evidence, export OpenAPI 3.1, and generate tested T

Thick client penetration testing and MSIX security audit toolkit for Windows. Audits .NET, Electron and native binaries: static and runtime checks, IL-verified findings, computed CVSS v4.0, CWE/ATT&CK mapping, SBOM, HTML/Excel reports. PowerShell engine, GUI, MCP server and agentic AI triage.

AIContextBuilder (AICB): semantic code intelligence for AI coding agents on C#/.NET (dotnet). Roslyn MCP server and CLI: change impact, static analysis, code navigation (callers, implementations, dependency injection, tests, side effects, dead code) and context engineering. For Claude Code, Codex, OpenCode, Cursor; Windows desktop app included.

An autonomous application-security engineer that inspects, tests, investigates, verifies, explains, fixes, and retests software.

Quantitative crypto portfolio stress-test engine, correlation-capped rebalance desk, and MCP risk skill server.

Korean real-estate tax engine and MCP server: statute nodes, official rulings as tests

Tests regexes on real engines: JavaScript, Python, PCRE2, RE2 (Go). Matches, groups, ReDoS.

Deutsche AGB-Klausel-Checker als MCP — erkennt unwirksame Klauseln gegen BGB §§ 305c/307/308/309. 5 Tools, 25 Tests, no API key needed. Engine für Chrome-Extension.

Terminal UI engine for Go that tests can click and AI agents can drive (MCP). Zero-allocation rendering, immediate mode + Elm architecture, 3D, images, charts, accessibility, WebAssembly.

MCP server that lets AI agents run zero-downtime deploys, rollbacks, restarts and log inspection over SSH — battle-tested release engineering as agent tools.

CLI + MCP sentinel for engineering standards — SOLID, testing, architecture, CI/CD — auto-tailored to your stack. Minimal MCP footprint (~200 tokens) via CLI-first design.

Production-validated MCP server for WhatsApp Business Cloud API — compliance engine, error intelligence & message orchestration for AI agents. 24 tools, sub-2ms decisions, 85.6% test coverage.

Enterprise MCP server & CLI toolkit for AI agents: Spec-Driven SDLC, codebase reverse-engineering (/trace), cross-surface SSOT docs, deterministic codegen, and automated Playwright E2E testing.

Tauri 2 desktop intelligence platform — Cesium.js 3D globe, 185 live panels, MCP server for Claude Code, and an explainable algorithm intelligence layer (truth scoring, evidence graph, compound risk, forecast calibration) plus shortage / weather / insights engines. 600+ deterministic tests.

🎛️ AceDeck — desktop app & GUI for ACE-Step 1.5 AI music generation on Windows: one-click install, generation queue & batch songs, cover/repaint, engine control, stability test, Claude MCP. Local Suno alternative.

OmniGuild: The All-In-One AI Developer Engine — 16-Mind Supreme Council, Autonomous Devin Agent Loop, AST Test Generator, Living Architecture Docs, Semantic Changelog, LAN Brain Sync, BM25 memory, AST repo-map, Letta pager, Cognee knowledge graph, SWE-age

RF/microwave design automation + LLM orchestration: 16 EM/EDA engines behind one interface, 75 parameterized template families, 340 deterministic calculators, 87 calibration anchors; AI agents drive everything via MCP (157 tools) — physics numbers come only from deterministic kernels, never from the LLM. 28000+ unit tests, GPL-3.0

Oracle3: open-source trading engine and MCP server for prediction markets. Finds fee-adjusted no-arbitrage violations across related event contracts and trades them live on Kalshi, Polymarket and Solana, or on paper, under pre-trade risk limits. 13 MCP tools, JSON CLI, agent skills, 600+ tests.

codegraph is a local-first code context engine and MCP server for repositories. It incrementally indexes source code into a lightweight SQLite graph, then exposes high-signal tools for symbol lookup, call graph traversal, impact analysis, related test discovery, and semantic search. Built in Go with a single-binary workflow, it is designed to work

QualityPilot: 基于 MCP + RAG 的智能测试自动化平台 — 测试用例生成、API/UI 自动执行、失败分析、Bug 报告

Open-source MCP platform connecting AI applications with engineering tools, documentation, and workflows.

Quality engineering for AI coding agents: a method with steps and human gates, measured by deterministic engines. Runs locally and sends no source code.

Deterministic, zero-hallucination agentic QA verification engine across Web, Mobile, Desktop, and APIs

server that converts test failures into Jira-ready defect reports — inside any MCP Client, no LLM API key needed.

The open source toolbox for resilient operations

Claim-Driven Development: turn software intent into verifiable evidence.

Test the protocols your show, installation or IoT gear speaks: send, capture, emulate and impair OSC, UDP/TCP, HTTP, WebSocket and MQTT — by hand, as repeatable experiments and load tests, or from the CLI, CI and MCP. Windows, Linux, server and Docker.

A local MCP server that breaks on demand. Test your client against auth failures, disappearing tools, flaky responses, and token expiry.

Provider-neutral prompt calibration engine with sensitivity-ranked meta-axes, hard-gate x soft-score fitness, walk-forward ship gates, guarded/expedition profiles, and explicit capability/risk reporting across Anthropic, OpenAI, Gemini, and local OpenAI-compatible backends. Optional sub-tools (mini-omega-lock, mini-antemortem-cli) distribute separately and plug in via the omegaprompt.preflight interface.

The testing framework CAD never had — automated validation, interference detection, and structural analysis for STEP assemblies. Like pytest for mechanical design.

MCP server that reverse-engineers a trustworthy rebuild spec from an existing app.

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