Giving AI agents the ability to see, understand, and operate software — from codebases to desktops.
WinWright — Windows Automation for AI Agents
Windows automation server for the Model Context Protocol. ~59 consolidated tools for desktop (WPF, WinForms, Win32), browser (Chrome/Edge via CDP), and system management.
- Describe tests in plain English — the AI agent discovers UI controls, performs actions, and records everything
- Deterministic replay — recorded scripts run without AI/LLM, no token costs, same results every time
- Self-healing selectors — automatically repairs broken UI references when layouts change
- Zero-dependency — self-contained binary (x64/ARM64), no .NET runtime needed
RepoIx — Semantic Code Intelligence
Semantic code intelligence for AI coding agents via MCP. Your code never leaves your machine — 100% offline, no cloud, no telemetry.
- 14 consolidated MCP tools — symbol search, call graphs, architecture analysis, quality checks, context packs
- AI Context Cache — persists code understanding across sessions, saving 80-90% tokens
- Sub-2ms symbol search — full index in ~3 seconds, powered by Tree-sitter and SQLite
- 12 languages — Python, TypeScript, JavaScript, Java, Go, C#, Rust, Ruby, PHP, T-SQL, PL/SQL, Markdown
- Multi-agent — Claude Code, Cursor, Windsurf, GitHub Copilot, Gemini CLI, and more
Hatch — Spec-Driven Development
AI-powered spec-driven development CLI. Brings structure to AI-assisted software building — instead of ad-hoc prompting, it guides AI agents through a defined workflow.
- Orchestrator — single-command workflow: constitution → spec → plan → tasks → implement
- Auto-resume — survives AI context limits with zero progress loss
- Reverse engineering — analyze legacy codebases, assess tech debt, generate modernization plans
- DeepWiki — generate comprehensive AI-powered documentation from existing codebases
- 12+ AI agents — Claude Code, GitHub Copilot, Cursor, Gemini CLI, Windsurf, and more
If our tools help your workflow, consider supporting continued development.
50% of all donations go directly to children's charities.
Created by Veera Ponna · Singapore