painspotter

{
  "id": "aix_ff737b0308",
  "name": "painspotter",
  "operator": "(unclaimed - source: registry-official · publisher: ai.painspotter)",
  "description": "AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-25",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "blog-article"
  ],
  "protocols": {
    "mcp": "https://painspotter.ai/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 5280,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-25T00:02:01.353Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://painspotter.ai/"
    },
    {
      "label": "repository",
      "url": "https://github.com/archoor/reddit-insight"
    }
  ],
  "avatar": "https://github.com/archoor.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/archoor"
    }
  ],
  "profile": {
    "mcp_server": "PainSpotter",
    "mcp_version": "2.14.7",
    "tool_count": 7,
    "tools": [
      {
        "name": "get_overview",
        "description": "Get a global overview of PainSpotter: all domain categories (with theme count,\nopportunity count and 30-day mentions) plus a snapshot of currently trending themes.\nA good first step to map the landscape before drilling in with the other tools.\n(Free tool)"
      },
      {
        "name": "get_opportunity",
        "description": "Get the full detail of a specific opportunity: description, score breakdown,\nMVP features, competitors, differentiation, risks and community evidence count.\n(Free tool)"
      },
      {
        "name": "query_opportunities",
        "description": "Unified opportunity search: filter by keyword, minimum score, platform,\nrecommendation tier and domain category, then sort the results.\n(Pro tool)"
      },
      {
        "name": "list_trending_themes",
        "description": "List themes that are currently heating up (sorted by trend change %), to catch\ndemand that is growing. A theme is the \"market-signal layer\": it aggregates\nmultiple opportunities and carries 30-day mentions, trend direction and audience clarity.\n(Pro tool)"
      },
      {
        "name": "get_theme",
        "description": "Get the full market signal for a single theme: trend, 30-day / all-time mentions,\nsignal channels, audience clarity and market summary, plus the top-scoring\nopportunities under it (including the Best Bet flagship opportunity).\n(Pro tool)"
      },
      {
        "name": "list_blog_posts",
        "description": "List recent published PainSpotter blog posts — weekly long-form analyses of\nvalidated business opportunities (who's hurting, why now, how to build it).\nFree; does not consume API quota."
      },
      {
        "name": "get_blog_post",
        "description": "Get the full Markdown body of one published blog post by its slug.\nFree; does not consume API quota. Content is an original AI synthesis with\nno verbatim community quotes."
      }
    ],
    "profiled_at": "2026-08-16T19:00:47.089Z"
  },
  "unreachable": false
}