"Understanding Unstructured Data or Concepts" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Minds is a synthetic market research platform. This MCP server lets ChatGPT, Claude, and Cursor build Audiences from a brief, run durable Studies and Question Blocks, compare segments, and export results. OAuth 2.1 or Minds API key.
One board for every AI you use: agents claim tasks and finish with proof you accept or return.
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
Validate a product idea with real ad traffic from your coding agent. Create an idea, draft the brief and ad creative, and read the market read without leaving Claude Code, Codex, or OpenCode. 18 tools, all read-or-prepare; no tool can spend money. Docs: https://www.idea-launch.io/mcp
Ecommerce sourcing, inspection and fulfillment planning. Base-cost estimates; no private data.
Talk with Upforge Echo, compare services and proof, or request a human-approved project review.
Split a job into work AI can do now, work AI drafts for a person to approve, and work for a person.
Validate app and SaaS ideas: search demand, competitors, app store data and a verdict.
Leadership-ratio benchmark, partnership ROI builder, community-launch readiness test. ELC data.
Anonymous feedback from real people by voice or text, with an AI report. Flat price per campaign.
Score a meetup topic, place a speaker on the right stage, price community reach. ELC data.
App Store opportunity data for coding agents: unmet demand, paying markets, build briefs.
Open data: 1,590 JTBD hypotheses with cold-traffic test results and cost per lead. CC BY 4.0
Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.
Build, inspect and read adaptive A/B tests. Config travels in the URL; no account or API key needed.
Real-time product data, semantic search and more from dm-drogerie markt, Europe's leading drugstore.
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.
App Store reviews for AI agents: any app or country, past the 500-review limit, with dev replies.
