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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.
Leadership-ratio benchmark, partnership ROI builder, community-launch readiness test. ELC data.
Manage feature requests, votes, roadmaps, and changelogs from any MCP client.
A directory of product launch platforms: where your product qualifies and how each form is filled.
Create and edit roadmaps with JSON or markup; share edit and view links from AI agents.
The feedback board your AI agents work from: users vote, agents build over MCP. 22 tools.
Venture Insights' free Concept Diagnostic, requested by an AI assistant for a founder.
Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.
Real-time product data, semantic search and more from dm-drogerie markt, Europe's leading drugstore.
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.
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.
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.
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.
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.
Query metrics, targets, entities, and team data in your Steep workspace via MCP.