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Verified data on 8,000+ AI tools for any AI assistant: live status, pricing reality, user sentiment, viability, and alternatives, every answer carries a last-verified date. Free, read-only, no auth.
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
raumnebenan.de is a resource hub focused on actionable product thinking for product owners, product designers, business analysts, product managers, agile coaches, and user researchers. The site provides clear, structured guides and tools to help teams understand users, identify opportunities, validate ideas, and deliver products that create real user and business value.
An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.
A directory of product launch platforms: where your product qualifies and how each form is filled.
Venture Insights' free Concept Diagnostic, requested by an AI assistant for a founder.
AI-powered startup due diligence. Screen any startup across 7 IMPACT-X dimensions, get a Sieve Score (0-140) with evidence-typed findings and a clear meeting recommendation. Built for VCs, solo GPs, and angel investors.
Generate MantleKit setup plans and launch-ready SaaS blueprints from a product idea.
Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.
Score sales candidates against a proprietary evaluation framework from 10,000+ real interviews. Two tools: generate custom interview scripts and score transcripts with ADVANCE/HOLD/PASS verdicts across 8 signal dimensions.
Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI & Product Hunt — returns a 0-100 reality signal before you build. Supports quick (2 sources) and deep (5 sources) parallel search.
Appbot has analysed App Store and Google Play reviews for over a decade, across every category and language. The AI behind this connector is trained on our corpus of 400M+ real reviews. Connect your App Store and Google Play apps, and Claude queries your review data directly instead of working from raw text. MCP access is included on Appbot's Large and Premium plans.
Connect to a Sleekplan workspace for customer feedback, roadmap, changelog, and surveys. Feedback: search and filter posts, read threads with votes and voters, create and update, merge duplicates, check for similar requests, pull stats. Triage: apply tags and statuses, assign owners, reply in comments. Surveys: read NPS, CSAT, and multi-question responses and summaries. Changelog: draft and publish release notes for what you ship. Users: manage end users and segments! Find out more at https://sleekplan.com/mcp/
Stress-test a decision through named thinkers' lenses: assumptions, counter-arguments, receipt.
Real product evidence: 281k+ real app screens and flows, 20k+ mobile A/B tests, growth reports.
Create, run and analyze A/B tests and personalizations on your site with Mida.
Build, inspect and read adaptive A/B tests. Config travels in the URL; no account or API key needed.
B2B lead generation — prospect discovery, ICP scoring, outreach, and pipeline management.
Hosted MCP for Pagent: review Bayesian A/B tests, capture hypotheses, manage websites via OAuth.