AskCyborg

{
  "id": "aix_4ce0c4efd4",
  "name": "AskCyborg",
  "operator": "(unclaimed - source: pulsemcp · publisher: github.com)",
  "description": "Analyst-debate company research: structured reports, investment scores, and audio briefings on public and private companies.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-27",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "general-tools"
  ],
  "protocols": {
    "mcp": "https://mcp.askcyborg.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 366,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 74,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-27T10:00:32.079Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/askcyborg"
    },
    {
      "label": "repository",
      "url": "https://github.com/ask-cyborg/askcyborg-mcp"
    },
    {
      "label": "listing",
      "url": "https://askcyborg.com/"
    }
  ],
  "avatar": "https://github.com/ask-cyborg.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/ask-cyborg"
    }
  ],
  "public_stats": {
    "gh_stars": 1
  },
  "profile": {
    "mcp_server": "askcyborg-mcp",
    "mcp_version": "0.2.0",
    "tool_count": 8,
    "tools": [
      {
        "name": "search_companies",
        "description": "Search AskCyborg's corpus of company research by name or industry keyword. Returns up to N matches with company name, Cyborg Score, one-line strategic profile, and the URL to the full preview report. Use this first when the user mentions a company you want to research, or to discover companies in a category."
      },
      {
        "name": "get_company_report",
        "description": "Retrieve AskCyborg's structured research report for a single company. Includes executive summary, Cyborg Score with rationale, strategic profile, top insights, competitive positioning, and recent developments. Returns a paywall-aware summary; the full 30-page report and analyst-debate audio are available at the returned URL."
      },
      {
        "name": "get_cyborg_score",
        "description": "Retrieve just the Cyborg Score (1-10) for a company. The Cyborg Score is AskCyborg's proprietary rating, synthesized from hundreds of data points across business model, financials, leadership, competitive position, technology, marketing, and ESG. Use this when the user wants a quick rating without the full report context."
      },
      {
        "name": "compare_companies",
        "description": "Compare 2-5 companies side by side on Cyborg Score, industry, key insights, and competitive positioning. Useful for portfolio decisions, M&A short-listing, or competitive analysis."
      },
      {
        "name": "find_competitors",
        "description": "Find the named competitors of a company that AskCyborg's analyst panel identified as material to the target's strategic position. Returns each competitor with the one-line strategic tagline AskCyborg uses to characterize them. Useful for competitive landscape analysis, M&A short-listing, or pricing reference checks."
      },
      {
        "name": "search_by_industry",
        "description": "Find companies in AskCyborg's corpus that operate in a specific industry. Returns up to N companies with their Cyborg Score and one-line strategic profile, ranked by Cyborg Score. Use this for sector mapping, comparable analysis, or to discover companies you didn't know existed in a space."
      },
      {
        "name": "get_recent_developments",
        "description": "Retrieve the most recent material developments (news, deals, leadership changes, product launches, financial events) that AskCyborg's analyst panel flagged as decision-relevant for this company. Each entry is dated and concise. Use this for news catch-up before a meeting, for monitoring portfolio companies, or to spot recent strategic shifts."
      },
      {
        "name": "get_top_insights",
        "description": "Retrieve just the top analyst-debate insights for a company — the punchiest, decision-relevant claims that AskCyborg's analyst panel surfaced after stress-testing the company. Faster and more focused than get_company_report when you just need 'what should I know about this company in 60 seconds'."
      }
    ],
    "profiled_at": "2026-09-27T10:00:32.079Z"
  },
  "unreachable": false,
  "payment_method": "open"
}