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

AI-Powered Idea Validator

A multi-agent system that generates and evaluates business ideas

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

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

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.

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

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.

Competitive intelligence and market mapping for startup founders

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.

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.

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.

Validate new ideas fast: semantic search + GitHub/ArXiv references + duplication scoring.

Curated list of tools and websites to help you decide what to build next.

An AI-assisted market research workflow for indie hackers and solo builders.

MCP-native launch OS for solo SaaS builders — Claude Code plugin + validate any startup idea against real HN+Reddit threads

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.