AskCyborg

io.github.Ask-CyborgPublished by GitHub account Ask-Cyborgv0.2.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableFinanceData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

AskCyborg is a remote MCP server that lets an assistant search company research, pull Cyborg Scores, compare firms and read analyst insights.

What you can do
Search companies by name or industry keyword and discover firms in a sector ranked by score, with a link to the full preview report on the provider's site.
When to use it
Useful for venture, finance, strategy or competitive-analysis work where you want quick company ratings, side-by-side comparisons, competitor lists or recent developments without opening a browser.
Requirements
A remote HTTP endpoint; no local runtime, package, account or API key is needed for the free tier. The provider applies a shared per-IP rate limit of 20 requests per minute.
Before you install
Results are the provider's proprietary ratings and analyst opinions, not neutral facts, and full reports and audio briefings sit behind a paywall. Queries and company names go to the provider's servers. Tools are read-only; no data is written or changed.

Installation

In SourceWeft

  1. Open AskCyborg in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.Ask-Cyborg%2Faskcyborg-mcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "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.

Source: README.md at commit e377dca

Tools

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.

Parameterslimitqueryrequired

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.

Parameterscompanyrequired

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.

Parameterscompanyrequired

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.

Parameterscompaniesrequired

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.

Parameterscompanyrequired

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.

Parameterslimitindustryrequired

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.

Parameterscompanyrequired

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'.

Parameterscompanyrequired

Version history

1
  1. v0.2.0LatestSep 16, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.