Demand Discovery AI MCP Server

Remote MCP connector (streamable HTTP, server demand-discovery-ai v1.3.26, protocol 2025-03-26) that lets founders validate a startup idea inside Claude, ChatGPT, Cursor, Replit, Lovable, v0, Bolt and Base44 by finding real people asking for it on Reddit, YouTube, Hacker News, Product Hunt, X and Indie Hackers. The provider documents it as free to install with no API key; an anonymous tools/list on 2026-11-05 returned 10 tools (ask_demand_discovery, get_validation_framework, get_product_details, explain_demand_signals, compare_validation_approaches, get_data_source_categories, start_demand_report, validate_real_demand, get_demand_report_status, start_agentic_launch). No REST OpenAPI, AsyncAPI, GraphQL, gRPC or WSDL contract is published.

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this
  • find_apisBrowse and filter every API in the catalog.
  • get_api_artifactsOne API's artifacts, grouped by type.
  • get_openapiThe primary OpenAPI for this API.
  • find_similar_apisAPIs that look like this one.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This API
curl "https://apis.io/api/v1/apis/demanddiscovery-ai:demand-discovery-mcp-server"
All apis
curl "https://apis.io/api/v1/apis?limit=25"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

A second provider on the same verified email joins the account you already have.

API entry from apis.yml

apis.yml Raw ↑
aid: demanddiscovery-ai:demand-discovery-mcp-server
name: Demand Discovery AI MCP Server
description: Remote MCP connector (streamable HTTP, server demand-discovery-ai v1.3.26, protocol 2025-03-26)
  that lets founders validate a startup idea inside Claude, ChatGPT, Cursor, Replit, Lovable, v0, Bolt
  and Base44 by finding real people asking for it on Reddit, YouTube, Hacker News, Product Hunt, X and
  Indie Hackers. The provider documents it as free to install with no API key; an anonymous tools/list
  on 2026-11-05 returned 10 tools (ask_demand_discovery, get_validation_framework, get_product_details,
  explain_demand_signals, compare_validation_approaches, get_data_source_categories, start_demand_report,
  validate_real_demand, get_demand_report_status, start_agentic_launch). No REST OpenAPI, AsyncAPI, GraphQL,
  gRPC or WSDL contract is published.
humanURL: https://demanddiscovery.ai/mcp-server-startup-idea-validation
baseURL: https://mcp.demanddiscovery.ai/api/mcp
tags:
- MCP
- Startup Idea Validation
- Market Research
properties:
- type: Documentation
  url: https://demanddiscovery.ai/mcp-server-startup-idea-validation
- type: MCPServer
  url: https://mcp.demanddiscovery.ai/api/mcp