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.

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.

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.

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.

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.

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。

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

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

Startup and SaaS idea validation skill for Claude Code. Research market evidence, map competitors, score viability, generate validation experiments.