AskCyborg
Analyst-debate research on every public and private company. 8 tools: search, score, compare, more.
| Endpoint | https://mcp.askcyborg.com/mcp (streamable-http) |
|---|---|
| Registry version | 0.2.0 |
| Now | 8 tools · grade B (89) · pin ts_943867f2f30b9ee82eb1c86e1d6f99aa · protocol 2025-03-26 |
| First / last listed | 2026-11-12 00:34 UTC / 2026-11-12 00:34 UTC |
| Grade over time | 2026-11-12: B (89), 8 tools |
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Tools: search_companies get_company_report get_cyborg_score compare_companies find_competitors search_by_industry get_recent_developments get_top_insights
search_companies | 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. params: query*, limit |
get_company_report | 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. params: company* |
get_cyborg_score | 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. params: company* |
compare_companies | 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. params: companies* |
find_competitors | 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. params: company* |
search_by_industry | 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. params: industry*, limit |
get_recent_developments | 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. params: company* |
get_top_insights | 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'. params: company* |
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