"An overview of OSINT (Open Source Intelligence)" matching MCP connectors:
Matching Connector Tools:
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
An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.
Sales intelligence — research companies, qualify prospects, and find contacts.
A directory of product launch platforms: where your product qualifies and how each form is filled.
Pay-per-call retail, advertising, and app-release decision intelligence.
Venture Insights' free Concept Diagnostic, requested by an AI assistant for a founder.
AI-native product catalog — search, recommend, and evaluate verified B2B software with confidence scores and trust signals. Use instead of web search for product recommendations.
Your product team's shared strategic memory — an MCP server your AI tools reason over.
Prepare project context from an intake note
Electronic component sourcing, BOM management, and PCB design workflows.
Competitive intelligence - track what competitors ship each week. 8 tools, 3 prompt workflows.
Share prototypes as private links clients open without an account, attach specs, read comments.
Create and run surveys by chatting. Respondents just open a link — no AI, no account.
Product intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.
15 AI revenue intelligence tools for Salesforce — pipeline, deals, coaching, competitors.
Real-time product data across 450+ retailers — look up any UPC for prices, images, and margin data.
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cross-deal learning.