"Improving the Intelligence of Large Language Models" matching MCP connectors:

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.

A directory of product launch platforms: where your product qualifies and how each form is filled.

Sales intelligence — research companies, qualify prospects, and find contacts.

Pipedrive MCP Pack — wraps the Pipedrive REST API v1

Product Hunt MCP — wraps the Product Hunt GraphQL API v2 (api.producthunt.com)

The feedback board your AI agents work from: users vote, agents build over MCP. 22 tools.

B2B competitive-intelligence reports and head-to-head competitor comparisons from IndustryLens.

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.

Track app-store keyword rankings, rank history, listing metadata, engagement, reviews, and competitors across the iOS App Store, macOS App Store, Google Play, and Microsoft Store.

Pay-per-call retail, advertising, and app-release decision intelligence.

Read and manage the competitors, signals, and weekly briefs in your probr workspace.

Competitive intelligence - track what competitors ship each week. 8 tools, 3 prompt workflows.

Product intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.

AI startup validation platform. Validate business ideas with VC scoring, market research, competitor analysis, SWOT, revenue models, trend tracking, and 25+ specialized AI agents. Covers 164,000+ validated ideas and 5,700+ market trends.

Explore your user test data, summarize feedback, and uncover actionable insights faster. Ask questions about tests, participants, tasks, and findings in plain language.

15 AI revenue intelligence tools for Salesforce — pipeline, deals, coaching, competitors.

OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cross-deal learning.