MCP Radar
MCP Server

AskCyborg

io.github.Ask-Cyborg/askcyborg-mcp
Search & Research Public & reachable MCP 2026-07-28

What this MCP does

Provides structured company research, analyst-derived scores, competitive analysis, industry searches, and recent developments.

Capabilities

Tools

8 tools
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.
Input schema 
{'type': 'object', 'required': ['companies'], 'properties': {'companies': {'type': 'array', 'items': {'type': 'string'}, 'maxItems': 5, 'minItems': 2, 'description': 'List of 2-5 company names or slugs to compare.'}}}
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.
Input schema 
{'type': 'object', 'required': ['company'], 'properties': {'company': {'type': 'string', 'description': "Company name, ticker, or slug (e.g. 'OpenAI', 'AAPL', 'spacex')."}}}
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.
Input schema 
{'type': 'object', 'required': ['company'], 'properties': {'company': {'type': 'string', 'description': "Company name or ticker (e.g. 'OpenAI', 'AAPL', 'SpaceX'). Slug form accepted (e.g. 'openai')."}}}
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.
Input schema 
{'type': 'object', 'required': ['company'], 'properties': {'company': {'type': 'string', 'description': 'Company name or ticker.'}}}
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.
Input schema 
{'type': 'object', 'required': ['company'], 'properties': {'company': {'type': 'string', 'description': 'Company name, ticker, or slug.'}}}
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'.
Input schema 
{'type': 'object', 'required': ['company'], 'properties': {'company': {'type': 'string', 'description': 'Company name, ticker, or slug.'}}}
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.
Input schema 
{'type': 'object', 'required': ['industry'], 'properties': {'limit': {'type': 'integer', 'maximum': 25, 'minimum': 1, 'description': 'Max results to return. Default 10, max 25.'}, 'industry': {'type': 'string', 'description': "Industry name or keyword (e.g. 'semiconductor', 'fintech', 'biotech', 'enterprise SaaS', 'aerospace')."}}}
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.
Input schema 
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'maximum': 25, 'minimum': 1, 'description': 'Max results to return. Default 10, max 25.'}, 'query': {'type': 'string', 'description': "Company name (e.g. 'OpenAI', 'Stripe'), partial name, or industry keyword (e.g. 'semiconductor', 'biotech')."}}}
History

Recent tool changes

Added
get_top_insights
Sept. 17, 2026, 12:40 p.m.
Added
get_recent_developments
Sept. 17, 2026, 12:40 p.m.
Added
search_by_industry
Sept. 17, 2026, 12:40 p.m.
Added
find_competitors
Sept. 17, 2026, 12:40 p.m.
Added
compare_companies
Sept. 17, 2026, 12:40 p.m.
Added
get_cyborg_score
Sept. 17, 2026, 12:40 p.m.
Added
get_company_report
Sept. 17, 2026, 12:40 p.m.
Added
search_companies
Sept. 17, 2026, 12:40 p.m.
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