"A server for finding biology preprints" matching MCP connectors:

PreVibe turns a raw product idea into a market research report you can act on. Describe your idea in plain language. PreVibe runs live web research and returns a verdict badge, a score, a short summary, the key findings, and the three strongest bets - the angles most likely to work, and why now. Key figures come with clickable sources, or are marked honestly when no source exists. You also get the main reasons the idea could fail, and what would change the answer. From a finished report you can go further: - Deep dives expand the idea, or any top bet, into positioning, MVP scope, and a go-to-market angle. - Brand names generate name ideas grounded in your research, then check domain availability through a registrar. The connector's tools cover the whole workflow. Some only read data you already own: list and fetch researches, deep dives, and brand-name runs, and check your credit balance. Others create, retry, or delete. Every tool declares what it does through standard MCP annotations, so you can see which ones only read and which ones change something before you approve. Who it is for: solo founders and small teams who want evidence before committing weeks of build time. Before you connect: a free PreVibe account, created with Google sign-in. New accounts include a free credit to start. Generating a research, a deep dive, or a brand-name run costs 1 credit each. Everything else - listing, fetching, retrying, deleting, checking domains, checking credits - is free. Your ideas stay yours. We configure our AI providers for zero data retention where that option is available.

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.

Sales-agent MCP for Demand Discovery AI. Validate startup ideas with behavioral signals.

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.

Run AI market research: synthetic customer panels for concept testing, message testing, segments.

Paid x402 MCP tool for stress-testing launch and marketing copy before publication.

Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.

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.

DTC modular hat brand MCP server. 6 tools for AI agents: catalog, curated builds, shipping.

Gantt chart SaaS with server-side critical path and dependency-aware shift-impact tools, plus CRUD.

Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.

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.

Seattle GC (SEDBE #D700031098). Residential & public works: estimates, ROI, permits, quotes.

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.

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.

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.