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Painspotter

ai.painspotter/painspotter
AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.
healthy
status
7
tools exposed
2176ms
connect latency
35383b83fc49
schema fingerprint

Tools (7)

get_overview
Get a global overview of PainSpotter: all domain categories (with theme count, opportunity count and 30-day mentions) plus a snapshot of currently trending themes. A good first step to map the landscape before drilling in with the other tools. (Free tool)
get_opportunity
Get the full detail of a specific opportunity: description, score breakdown, MVP features, competitors, differentiation, risks and community evidence count. (Free tool)
query_opportunities
Unified opportunity search: filter by keyword, minimum score, platform, recommendation tier and domain category, then sort the results. (Pro tool)
list_trending_themes
List themes that are currently heating up (sorted by trend change %), to catch demand that is growing. A theme is the "market-signal layer": it aggregates multiple opportunities and carries 30-day mentions, trend direction and audience clarity. (Pro tool)
get_theme
Get the full market signal for a single theme: trend, 30-day / all-time mentions, signal channels, audience clarity and market summary, plus the top-scoring opportunities under it (including the Best Bet flagship opportunity). (Pro tool)
list_blog_posts
List recent published PainSpotter blog posts — weekly long-form analyses of validated business opportunities (who's hurting, why now, how to build it). Free; does not consume API quota.
get_blog_post
Get the full Markdown body of one published blog post by its slug. Free; does not consume API quota. Content is an original AI synthesis with no verbatim community quotes.

Endpoint

https://painspotter.ai/mcp
Category: Databases · Last checked: 2026-08-15T08:49:13Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.