AskCyborg
Measured conclusion: Alive, not deep-tested. L2 outcome: not_attempted.
Analyst-debate research on every public and private company. 8 tools: search, score, compare, more.
| Author | io.github.Ask-Cyborg |
|---|---|
| Access | remote |
| Publisher key required | No |
| Measured state | Alive, not deep-tested |
| L1 liveness | alive |
| L1 latency | 180 ms |
| Last measured | 2026-10-26 |
Add to your agent
Copy this into your MCP client config:
{
"mcpServers": {
"AskCyborg": {
"url": "https://mcp.askcyborg.com/mcp",
"transport": "streamable-http"
}
}
}
Measured tools (8)
search_companiesSearch 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.
Parameters:
query(required) — string — Company name (e.g. 'OpenAI', 'Stripe'), partial name, or industry keyword (e.g. 'semiconductor', 'biotech').limit— integer — Max results to return. Default 10, max 25.
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_company_reportRetrieve 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.
Parameters:
company(required) — string — Company name or ticker (e.g. 'OpenAI', 'AAPL', 'SpaceX'). Slug form accepted (e.g. 'openai').
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_cyborg_scoreRetrieve 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.
Parameters:
company(required) — string — Company name or ticker.
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
compare_companiesCompare 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.
Parameters:
companies(required) — array — List of 2-5 company names or slugs to compare.
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
find_competitorsFind 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.
Parameters:
company(required) — string — Company name, ticker, or slug (e.g. 'OpenAI', 'AAPL', 'spacex').
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
search_by_industryFind 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.
Parameters:
industry(required) — string — Industry name or keyword (e.g. 'semiconductor', 'fintech', 'biotech', 'enterprise SaaS', 'aerospace').limit— integer — Max results to return. Default 10, max 25.
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_recent_developmentsRetrieve 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.
Parameters:
company(required) — string — Company name, ticker, or slug.
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_top_insightsRetrieve 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'.
Parameters:
company(required) — string — Company name, ticker, or slug.
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.