#market-research

Validate a business idea against 6 live demand signals: Demand, Pain, Competition, Money, Funding, Urgency. Drawn from a 55k+ idea corpus across 200+ sources (a16z, YC, Product Hunt, Forbes, App Store), hundreds scored each week and refreshed daily, with named competitors, metrics, and real user complaints cited to source URLs. Validate your own idea too. Works in Claude Code, Cursor, and Codex.

Ask Claude what SaaS ideas are worth building. Pulls revenue data, growth signals and community pain points from AppSumo, TrustMRR, Product Hunt, Indie Hackers, Reddit and more — and returns a ranked list of opportunities in seconds.

Influship MCP gives AI agents access to influencer marketing and creator discovery workflows. Search creators by niche, audience, location, platform, and campaign fit; find lookalike creators from known winners or competitor lists; resolve creator profiles and social handles; retrieve creator records, posts, and Instagram transcript data for briefs, prospecting, market maps, and outreach research. The server supports the hosted Streamable HTTP MCP endpoint for remote clients and an npm stdio wrapper for Claude Desktop, Cursor, Claude Code, and other local MCP clients. Authentication is available through X-API-Key for generic MCP clients and OAuth bearer tokens for linked app flows.

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 categories, and start a free Market Research report (deep-links the user's idea into demanddiscovery.ai for the kickoff). Stateless. No auth. No API key required.

A lightweight BYOK MCP server for Reddit community signal analysis. It returns structured outputs for What Users Like, What Users Don't Like, and Competitors Users Mention from Reddit discussions.

Query live Upwork freelance market intelligence directly from your AI agent. Get real-time data about: - Trending skills with week-over-week change - Average fixed & hourly rates by category - Top hiring countries - Highest-budget jobs in last 24 hours - 7×24 activity heatmap (best times to apply) - Client quality distribution by hire rate - Daily posting trends Data is aggregated from 15,000+ live Upwork job postings, updated every minute. Free for non-commercial use. No authentication required. Rate limited to 30 requests/minute per IP. Built by SnipeWork — AI-powered Upwork job scanner for freelancers.

Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTube, TikTok, Reddit, Amazon, Wikipedia, X (Twitter), LinkedIn, Spotify, GitHub, Steam, npm, App Store, news sentiment and web traffic via one MCP connection. Free API key, no credit card required.

Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with significance testing, ANOVA, correlation, gap analysis, and publication-ready Excel exports. Upload once, analyze unlimited.

The Loss-Prevention Friction Engine for Founders An AI-powered MCP server that stops you from building things nobody wants using clinical analytics, behavioral pattern scanning, and real-time Reddit market intelligence. What is openGlad? openGlad is a Model Context Protocol (MCP) server that acts as the ultimate friction engine for startups. It provides AI agents (Claude, Cursor, Windsurf, Le Chat, etc.) with specialized tools to enforce loss-prevention before you write a single line of code: 🛑 Loss-Prevention Pipeline — Runs behavioral pattern scans, 3-scenario failure predictions, and locks building until monetization is confirmed. 🔍 Market Reality Check — Fetches and analyzes real Reddit discussions across 11 entrepreneurship subreddits to detect overcrowding and entry risks. 📊 Startup Diagnostics — Evaluates execution stability, revenue health, burnout risk, and distribution discipline. 🩺 Clinical Triage — Objective, data-driven assessments with zero motivational fluff. Think of it as an anti-delusion engine for your startup — designed to tell you 'no' before you waste months building the wrong thing.

AI-powered startup idea validation by a specialized 9-agent crew. Get market research, competitive analysis, and go/no-go signals for your startup idea. Services from $49 to $799 with 25% affiliate commissions for referring agents.

AI-powered business intelligence MCP server with 8 tools. Get competitor analysis, market research, SWOT analysis, customer personas, pricing analysis, local market insights, and full business plan sections. Free tier included — connect to Claude, Cursor, or any MCP client. Built with GPT-4o for actionable business strategy for small businesses, startups, and consultants.

Search 400K+ SaaS companies from any AI assistant using natural language. Free, no authentication required. Filter by 50+ data points including category, country, technology, traffic, growth rate, pricing, and more.