{"serverId":"mcp-registry/io.github.ask-cyborg/askcyborg-mcp","tools":[{"name":"compare_companies","fixed":{"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.","inputSchema":{"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."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":123,"tokensAfter":123},{"name":"find_competitors","fixed":{"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.","inputSchema":{"type":"object","required":["company"],"properties":{"company":{"type":"string","description":"Company name, ticker, or slug (e.g. 'OpenAI', 'AAPL', 'spacex')."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":150,"tokensAfter":150},{"name":"get_company_report","fixed":{"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.","inputSchema":{"type":"object","required":["company"],"properties":{"company":{"type":"string","description":"Company name or ticker (e.g. 'OpenAI', 'AAPL', 'SpaceX'). Slug form accepted (e.g. 'openai')."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":162,"tokensAfter":162},{"name":"get_cyborg_score","fixed":{"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.","inputSchema":{"type":"object","required":["company"],"properties":{"company":{"type":"string","description":"Company name or ticker."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":141,"tokensAfter":141},{"name":"get_recent_developments","fixed":{"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.","inputSchema":{"type":"object","required":["company"],"properties":{"company":{"type":"string","description":"Company name, ticker, or slug."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":150,"tokensAfter":150},{"name":"get_top_insights","fixed":{"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'.","inputSchema":{"type":"object","required":["company"],"properties":{"company":{"type":"string","description":"Company name, ticker, or slug."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":135,"tokensAfter":135},{"name":"search_by_industry","fixed":{"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.","inputSchema":{"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')."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":185,"tokensAfter":185},{"name":"search_companies","fixed":{"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.","inputSchema":{"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')."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":190,"tokensAfter":190}],"toolsChanged":8,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}