#startup

Validate startup ideas before your build agent scaffolds code. One MCP tool, validate_idea, returns a 10-dimension Venture Readiness Score (0–100, computed deterministically in code), an evidence brief tagged by source (observed / inferred / missing / AI / user-claim), a kill / pivot / test / build verdict, and live signal from Reddit, GitHub, Hacker News, Stack Overflow, and dev.to. Calibrates to the user's declared founder skill graph and assigns 1–3 archetypes with structural cautions. Designed to sit BEFORE code-scaffolding in a build-agent flow.

MantleKit Launch Planner helps founders, freelancers, and agencies turn a plain-English SaaS idea into a launch-ready MantleKit setup plan. It recommends the best tier, theme, feature set, install path, and next steps using MantleKit’s real product structure, pricing, themes, and setup flow.

The Google for AI agents — ask Claude to research any company, analyze competitors, track market trends, monitor breaking news, and investigate key people. 6 intelligence tools returning structured JSON with per-source confidence breakdowns and A–F data quality grades. Aggregates DuckDuckGo, NewsAPI, Wikipedia, web scraping, and social profiles.

Official MCP server for IdeaBob.com — AI-powered idea scoring, 9-dimension Opportunity Score, technical moat analysis, pressure testing, and competitor research for AI/LLM/startup ideas. ### Connection Details - **URL**: `https://umxgvoxlxznnpdvkgnaj.supabase.co/functions/v1/mcp` - **Type**: Remote HTTP / Supabase Edge Function - **Auth**: Bearer token (users generate their own token on ideabob.com) ### Features / Tools - `score_idea` - `pressure_test` - `validate_market_fit` - `generate_competitor_analysis` - etc. ### Website https://ideabob.com ### Additional Info Free tier available. Users must sign up at ideabob.com to get their personal token.

Curated board for builder jobs: founding engineers, solo builders, and "0 to 1" positions. Search and filter by location, salary, seniority, workplace model, visa sponsorship, and more. No API key needed.

PeerPush MCP helps you discover relevant tools, compare alternatives, and stay up to date with what’s trending.

The Loss-Prevention Friction Engine for Founders An AI-powered MCP server that stops you from building things nobody wants using clinical analytics, behavioral pattern scanning, and real-time Reddit market intelligence. What is openGlad? openGlad is a Model Context Protocol (MCP) server that acts as the ultimate friction engine for startups. It provides AI agents (Claude, Cursor, Windsurf, Le Chat, etc.) with specialized tools to enforce loss-prevention before you write a single line of code: 🛑 Loss-Prevention Pipeline — Runs behavioral pattern scans, 3-scenario failure predictions, and locks building until monetization is confirmed. 🔍 Market Reality Check — Fetches and analyzes real Reddit discussions across 11 entrepreneurship subreddits to detect overcrowding and entry risks. 📊 Startup Diagnostics — Evaluates execution stability, revenue health, burnout risk, and distribution discipline. 🩺 Clinical Triage — Objective, data-driven assessments with zero motivational fluff. Think of it as an anti-delusion engine for your startup — designed to tell you 'no' before you waste months building the wrong thing.

AI-powered startup idea validation by a specialized 9-agent crew. Get market research, competitive analysis, and go/no-go signals for your startup idea. Services from $49 to $799 with 25% affiliate commissions for referring agents.

We help AI startups offset inference costs by monetizing user intent with context-aware ads via MCP. Getting Started: Sign up at app.earnlayerai.com to receive your API key, then connect to our MCP server and SDK—see docs.earnlayeraiai.com for the 20-minute integration guide.