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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
B2B SaaS competitor pricing changes, strategic moves, market landscapes, reports and comparisons.
An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.
Turn agent intent into physical parts: engineering review, measured geometry, calibrated pricing.
Create and edit roadmaps with JSON or markup; share edit and view links from AI agents.
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.
Query DezignWorks reverse engineering software: features, compatibility, and pricing.
Explore your user test data, summarize feedback, and uncover actionable insights faster. Ask questions about tests, participants, tasks, and findings in plain language.
Minimalist CRM with AI agent for freelancers — pricing, features, comparisons