AskCyborg

io.github.Ask-Cyborg由 GitHub 账号 Ask-Cyborg 发布v0.2.0更新于 Oct 24, 2026

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

已验证Streamable HTTP可网页运行金融数据与分析商业与电商

概览

AI 生成的概览

AskCyborg 是一个远程 MCP 服务器,让助手检索公司研究、获取 Cyborg 评分、比较公司并阅读分析师观点。

可以做什么
按公司名称或行业关键词搜索公司,并按评分发现某一行业内的企业,附上供应商网站上完整预览报告的链接。
适用场景
适合风投、金融、战略或竞争分析场景:需要快速获取公司评分、并排比较、竞争对手名单或近期动态,而不必打开浏览器。
运行要求
需要一个远程 HTTP 端点;免费层无需本地运行时、软件包、账户或 API 密钥。供应商按 IP 实施共享限流,每分钟 20 次请求。
安装前请注意
结果是供应商的专有评分和分析师观点,并非中立事实;完整报告和音频简报需付费。查询内容和公司名称会发送到供应商服务器。工具为只读,不会写入或修改数据。

安装

在 SourceWeft 中

  1. 打开 控制台中的 AskCyborg,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.Ask-Cyborg%2Faskcyborg-mcp/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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.

来源: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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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'.

输入参数company必填

版本历史

1
  1. v0.2.0最新Sep 16, 2026

评分

已满足适用检查项的 90%

该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分

    请在仓库或注册中心条目中声明许可证。