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verified live · 20h ago
painspotter
AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.
Tools
7
GitHub stars
—
Installs / wk
—
Licence
—
Transport
streamable-http
Last checked
20h ago
Tools & capabilities
7 toolsRead from the running server on 20h ago.
get_blog_post
read-only
slug*
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. 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.
get_opportunity
read-only
opportunity_id*
Get the full detail of a specific opportunity: description, score breakdown, MVP features, competitors, differentiation, risks and community evidence count. (Free tool) Get the full detail of a specific opportunity: description, score breakdown, MVP features, competitors, differentiation, risks and community evidence count. (Free tool)
get_overview
read-only
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 ste… 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_theme
read-only
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… 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
read-only
limit
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 q… 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.
list_trending_themes
read-only
limitmin_mentions
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 an… 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)
query_opportunities
read-only
sortquerycategoryplatformmin_scorepage_size
+1