Interactive Utility · 100% Client-Side
AI Coding Stack Matcher
Answer four questions about how you work and get a matched 3-tool stack — a primary environment, a companion agent, and a review layer — with monthly cost estimates.
Pick an archetype, then fine-tune the four questions below
How matching works
Where you write code every day. Hard-filtered to tools native to your environment; full AI IDEs outrank plugins for GUI editors, and only free-tier or open-source tools survive a $0 budget.
Autonomous loops, context & MCP. Prefers a complementary form factor — a terminal agent next to a GUI editor — and boosts tools built for your privacy model (BYOK or local).
PR review, security, testing. Environment-agnostic PR review, security, and testing tools scored on workflow fit, with seat cost taken from the live catalog pricing.
Price out the matched stack in the Cost Calculator or convert its rules files with the Rules Converter.