Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

AI agents that act as your personal venture analyst - from startup idea brainstorming to full validation and go-to-market strategy. Built for developers who'd rather validate in 10 minutes than regret in six months. Powered by Claude Code, OpenAI Codex, and Cursor.

Evaluate your startup idea from 1 to 5

A multi-agent system that generates and evaluates business ideas

AI-Powered Idea Validator

AI-maintained Notion wiki that pressure-tests business ideas into evidence-bound verdicts.

Adversarial startup idea interrogation pipeline → BUILD / KILL / PIVOT verdict. Works with Claude Code, Codex, Cursor, Windsurf, Kiro, and OpenCode.

CLI tool to validate startup ideas in 30 seconds. Get instant YES/NO verdict, find real competitors, and discover better alternatives. Works great with AI assistants.

Competitive intelligence and market mapping for startup founders

A Bangladesh-focused startup idea validator for students and early founders.

Problix helps turn plain-English problems into clear, structured product ideas. It analyzes the problem, generates a viable product concept, suggests key features and tech stack, and outlines an MVP roadmap—giving builders clarity before they start building.

Killswitch is an AI startup idea validator that evaluates your idea across four critical dimensions: founder-market fit, willingness to pay, momentum, and execution risk. These scores combine into a clear verdict — pursue, pivot, or kill — so you can focus on what actually matters.

A curated, monthly-updated list of real startup ideas worth building, surfaced from public pain signals across 18 operator markets. Pick a problem, validate it with 1mil.app.

AI-powered boardroom for founders. Describe your startup idea — 40+ specialist AI agents analyse it across strategy, GTM, finance, legal, and risk simultaneously. Agents disagree with each other, and a Chief of Staff resolves the conflicts into a health score, blind spots, and ranked next steps.

把"我想试试"变成"明天就能动手验证"的产品包。跨 agent 通用的想法成型 skill。 / Turn "I want to try" into a verifiable product package. Cross-agent idea-to-product skill.

Put a harness on AI before it guesses. Clarifies vague app ideas into precise requirements via Socratic questioning. Works with Claude Code / Cursor / Codex / Hermes / OpenClaw.

Validate whether a demand is real before you build it — a Claude Code plugin: two evidence pillars, a 7-axis scorecard, an adversarial red-team, an answer-first report. Zero login. · 在动手之前验证「这个需求是不是真的」的 Claude Code 插件:双支柱证据 + 7 项评分卡 + 对抗红队 + 答案优先报告,零登录。

A local-first pixel sandbox where a little walker stress-tests small product ideas before you build.

django-idea-analyzer provides structured feedback on Django project ideas, assessing feasibility, challenges, and best practices for efficient development evaluation.

GitHub Action — Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI & Product Hunt before you write code.