Why this fit
Teams evaluating AI models, assistants and generative workflows, particularly search and retrieval, AI agents that connect over MCP — a free tier with paid upgrades, source available on GitHub.
AI / Catalogue record
Freemium
Catalogue record
github.com
painspotter-mcp
🐍 ☁️ - AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Product Hunt & Stack Exchange. Query pain points, trendin...
Checked Oct 27, 2026Evidence completeness: evidenceREADME refreshed Oct 25, 2026Repo activity Jun 15, 2026
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🐍 ☁️ - AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Product Hunt & Stack Exchange. Query pain points, trending themes, and commercial scores (pain intensity, willingness-to-pay, build difficulty). Remote hosted MCP at painspotter.ai — free tier covers overview + opportunity detail; Pro unlocks search, trending themes & theme-level market signals.
Best for
Teams evaluating AI models, assistants and generative workflows, particularly search and retrieval, AI agents that connect over MCP — a free tier with paid upgrades, source available on GitHub.
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
Verify current plan terms with the provider.
Evidence summary
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
Catalogue confidence
Catalogue data checked Oct 27, 2026.
GitHub-backed record with source-attributed context.
Repository context
PainSpotter MCP Server
GitHub / archoor/painspotter-mcp
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- Listed in active catalogue
- Freshness
- Catalogue updated Oct 27, 2026
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- GitHub-backed record
- Repository context
- GitHub activity reported Jun 15, 20261 stars
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