AskCyborg

io.github.Ask-Cyborg由 GitHub 帳號 Ask-Cyborg 發布v0.2.0更新於 Oct 24, 2026

Analyst-debate research on every public and private company. 8 tools: search, score, compare, more.

已驗證Streamable HTTP可網頁執行金融資料與分析商業與電商

概覽

AI 產生的概覽

AskCyborg 是遠端 MCP 伺服器,讓助理檢索公司研究、取得 Cyborg 評分、比較公司並閱讀分析師觀點。

可以做什麼
依公司名稱或產業關鍵字搜尋公司,並依評分找出某個產業內的企業,附上供應商網站上完整預覽報告的連結。
適用情境
適合創投、金融、策略或競爭分析情境:需要快速取得公司評分、並排比較、競爭對手名單或近期動態,而不必開啟瀏覽器。
執行需求
需要遠端 HTTP 端點;免費層不需本機執行環境、套件、帳號或 API 金鑰。供應商依 IP 實施共用限流,每分鐘 20 次請求。
安裝前請注意
結果是供應商的專有評分與分析師觀點,並非中立事實;完整報告與音訊簡報需付費。查詢內容與公司名稱會傳送到供應商伺服器。工具為唯讀,不會寫入或修改資料。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 AskCyborg,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.Ask-Cyborg%2Faskcyborg-mcp/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "askcyborg": {
      "type": "http",
      "url": "https://mcp.askcyborg.com/mcp"
    }
  }
}

README

AskCyborg MCP Server

Official MCP server for AskCyborg. Search and retrieve AI company research, analyst-debate audio briefings, and the proprietary Cyborg Score (1-10) — directly from Claude, Cursor, Cline, Continue, Windsurf, ChatGPT, and any other Model Context Protocol client.

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) calculated from hundreds of data points per company.


What this MCP server does

ToolPurpose
search_companiesFind companies in AskCyborg's corpus by name or industry keyword
get_company_reportFull report — executive summary, Cyborg Score, strategic profile, top insights, competitors, recent developments
get_cyborg_scoreQuick rating-only lookup (1-10 + rationale)
compare_companiesSide-by-side comparison of 2–5 companies on Cyborg Score, industry, and strategic profile
find_competitorsNamed competitors with one-line strategic taglines
search_by_industryDiscover companies in a sector, ranked by Cyborg Score
get_recent_developmentsDated news, deals, leadership changes, financial events
get_top_insightsJust the punchiest analyst-debate insights, faster than the full report

Each tool returns a structured Markdown response with a direct link to the full 30-page research report + 15-minute analyst-debate audio briefing on askcyborg.com.


Quick start

Claude Desktop

Add to your claude_desktop_config.json:

json
{  "mcpServers": {    "askcyborg": {      "transport": {        "type": "http",        "url": "https://mcp.askcyborg.com/mcp"      }    }  }}

Restart Claude Desktop. The tools appear in the model's tool list automatically.

Cursor

.cursor/mcp.json in your project root:

json
{  "mcpServers": {    "askcyborg": {      "url": "https://mcp.askcyborg.com/mcp"    }  }}

Cline / Continue / Windsurf

Same pattern — point the client's MCP config at https://mcp.askcyborg.com/mcp via the HTTP transport.

ChatGPT (custom GPT)

Add a custom action with the OpenAPI spec at https://mcp.askcyborg.com/openapi.json (coming in v0.2).


Examples

Find AI infrastructure companies:

Use AskCyborg to find five companies in the AI infrastructure space and tell me which has the highest Cyborg Score.

One-shot research:

Pull the AskCyborg report on Anthropic and summarize the bull case in three bullets.

Comparison for due diligence:

Compare OpenAI, Anthropic, and Mistral on AskCyborg's Cyborg Score and competitive positioning.

Watchlist screening:

For each of CRWD, ZS, S, NET, PANW — pull the Cyborg Score from AskCyborg and rank.


Architecture

  • Runtime: Cloudflare Workers (edge-deployed, sub-100ms cold start globally)
  • Transport: HTTP (Streamable HTTP transport per MCP spec 2025-03-26)
  • Data source: AskCyborg public preview corpus + Supabase research_cache (for authenticated tiers in v0.2+)
  • Auth (v0.1): Anonymous, shared rate limit (20 req/min per IP)
  • Auth (v0.2): OAuth 2.1 PKCE for one-click "Connect AskCyborg" in Claude.ai; API-key fallback for headless clients

What's in v0.1

  • ✅ 4 core tools (search_companies, get_company_report, get_cyborg_score, compare_companies)
  • ✅ HTTP transport
  • ✅ Per-IP rate limiting (20 req/min free tier)
  • ✅ Reads from the public preview corpus (millions of companies, no auth required)

Coming in v0.2

  • 🔜 OAuth 2.1 PKCE for one-click install in Claude.ai
  • 🔜 Authenticated paid-tier tools (get_full_report, get_audio_briefing_url, watchlists)
  • 🔜 compare_companies extended to 10 entries with deeper diff
  • 🔜 get_competitive_landscape (full competitor graph, not just 3)
  • 🔜 get_recent_filings_summary for S-1, 10-K, 10-Q
  • 🔜 Streaming SSE responses for long-running queries

Local development

bash
git clone https://github.com/Ask-Cyborg/askcyborg-mcp.gitcd askcyborg-mcpnpm installnpm run dev   # starts wrangler dev on http://localhost:8787

In a separate terminal:

bash
curl -X POST http://localhost:8787/mcp \  -H 'Content-Type: application/json' \  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

To deploy your own instance:

bash
wrangler secret put SUPABASE_URLwrangler secret put SUPABASE_ANON_KEYnpm run deploy

About AskCyborg

AskCyborg covers millions of public and private companies across 195 countries. Every company gets a 30-page research report, a 15-minute analyst-debate podcast (where bull and bear AI analysts argue the investment case), and a Cyborg Score (1-10) synthesized from hundreds of data points.

Built for VCs, finance teams, corporate strategists, and operators whose decisions ride on understanding companies fast and from every angle.


License

MIT. Use this MCP server in any client. The underlying AskCyborg content (research reports, audio briefings, Cyborg Score) remains AskCyborg's intellectual property — please respect the rate limits and don't bulk-scrape.

Issues & contributions

Open an issue at https://github.com/Ask-Cyborg/askcyborg-mcp/issues. PRs welcome for new tools, client examples, and bug fixes.

來源:README.md,提交 e377dca

工具

8

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.

輸入參數limitquery必填

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.

輸入參數company必填

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.

輸入參數company必填

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.

輸入參數companies必填

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.

輸入參數company必填

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.

輸入參數limitindustry必填

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.

輸入參數company必填

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'.

輸入參數company必填

版本歷史

1
  1. v0.2.0最新Sep 16, 2026

評分

已滿足適用檢查項的 90%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分

    請在儲存庫或註冊中心條目中宣告授權條款。