What tools does Askcyborg provide?
Eight tools: `search_companies`, `get_company_report`, `get_cyborg_score`, `compare_companies`, `find_competitors`, `search_by_industry`, `get_recent_developments`, and `get_top_insights`.

@Ask-Cyborg
基本信息
Official MCP server for AskCyborg. Stress tests every public and private company through intense analyst debate, focused on what makes or breaks the business decisions that ride on them — packaged as 30-page reports, audio briefings, and a proprietary Cyborg Score (1-10) calculat
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"askcyborg": {
"url": "https://mcp.askcyborg.com/mcp"
}
}
}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.
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.
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.
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.
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.
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.
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.
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'.
Askcyborg is the official MCP server for AskCyborg, providing AI-powered company research directly into any MCP client (Claude, Cursor, Cline, etc.). It covers millions of public and private companies across 195 countries, offering 30-page research reports, 15-minute analyst-debate audio briefings, and a proprietary Cyborg Score (1–10).
Add the server to your MCP client using HTTP transport at https://mcp.askcyborg.com/mcp. For Claude Desktop, edit claude_desktop_config.json with the provided JSON snippet. Tools automatically appear in the model's tool list. Example prompts are available in the README.
Eight tools: `search_companies`, `get_company_report`, `get_cyborg_score`, `compare_companies`, `find_competitors`, `search_by_industry`, `get_recent_developments`, and `get_top_insights`.
v0.1 is anonymous (no auth). Future v0.2 adds OAuth 2.1 PKCE for Claude.ai and an API-key fallback for headless clients.
Shared per-IP limit of 20 requests per minute on the free tier.
Yes. Clone the repo, set `SUPABASE_URL` and `SUPABASE_ANON_KEY` secrets, then run `npm run deploy` via Wrangler.
The public preview corpus is freely accessible. AskCyborg content (reports, audio, scores) remains its intellectual property; bulk scraping is not permitted.
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable,
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