# painspotter MCP server

AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.

## Links
- Registry page: https://www.getdrio.com/mcp/ai-painspotter-painspotter
- Repository: https://github.com/archoor/reddit-insight
- Website: https://painspotter.ai

## Install
- Endpoint: https://painspotter.ai/mcp
- Auth: Auth required by registry metadata

## Setup notes
- Remote header: X-API-Key (required; secret)
- The upstream registry signals required auth or secrets.
- Remote endpoint: https://painspotter.ai/mcp
- Header: X-API-Key

## Tools
- get_overview (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) Endpoint: https://painspotter.ai/mcp
- get_opportunity (Get Opportunity Detail) - Get the full detail of a specific opportunity: description, score breakdown,
MVP features, competitors, differentiation, risks and community evidence count.
(Free tool) Endpoint: https://painspotter.ai/mcp
- query_opportunities (Query Opportunities) - Unified opportunity search: filter by keyword, minimum score, platform,
recommendation tier and domain category, then sort the results.
(Pro tool) Endpoint: https://painspotter.ai/mcp
- list_trending_themes (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) Endpoint: https://painspotter.ai/mcp
- get_theme (Get Theme Detail) - 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) Endpoint: https://painspotter.ai/mcp

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: ai.painspotter
- Version: 1.0.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Jun 2, 2026
- Source: https://registry.modelcontextprotocol.io