Workforce Competitive Intelligence

Name: Workforce Competitive Intelligence
Author: apifyforge

@apifyforge

Workforce Competitive Intelligence について

Workforce competitive intelligence at query speed — this MCP server gives your AI assistant live access to hiring signals, patent inventor movement, researcher attrition, technical capability maps, and executive flight risk for any company.

基本情報

カテゴリ

その他

ライセンス

MIT

公開者

apifyforge

設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "workforce-competitive-intelligence-mcp": {
      "url": "https://ryanclinton--workforce-competitive-intelligence-mcp.apify.actor/mcp"
    }
  }
}

ツール

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概要

What is Workforce Competitive Intelligence?

This MCP server gives your AI assistant live access to hiring signals, patent inventor movement, researcher attrition, technical capability maps, and executive flight risk for any company. It orchestrates 7 independent data sources — job postings, USPTO patents, EPO patents, ORCID researcher profiles, company research, GitHub activity, and SEC Form 4 insider trading filings — applying four scoring models and returning a scored, signal-annotated JSON response with INVEST/MONITOR/CAUTION/AVOID verdicts. It is designed for analysts, corporate strategy teams, and investment professionals who need workforce intelligence without manual research.

How to use Workforce Competitive Intelligence?

Sign up at apify.com, copy your Apify API token from Settings > Integrations, and add the server endpoint https://workforce-competitive-intelligence-mcp.apify.actor/mcp to your MCP client (Claude Desktop, Cursor, Windsurf) with the Authorization header set to Bearer YOUR_APIFY_TOKEN. Then ask natural language questions like "Generate a full workforce dossier for Stripe" or "Compare hiring velocity between Snowflake and Databricks."

Key features of Workforce Competitive Intelligence

Talent Velocity Score (0-100) composite of hiring and GitHub activity
Brain Drain Index (0-100) via patent and ORCID mobility analysis
Competitive Capability Map across 10 technology domains
Executive Flight Risk (0-100) from SEC filings and hiring signals
Composite Workforce Dossier with INVEST/MONITOR/CAUTION/AVOID verdict
Seven parallel data sources fetched simultaneously per query

Use cases of Workforce Competitive Intelligence

Detect competitor strategic pivots months before public announcements
Perform M&A human capital due diligence with scored dossiers
Monitor executive retention early warning via insider trading signals
Benchmark talent strategy between two companies side-by-side
Track academic-to-industry researcher attrition in R&D-heavy sectors

FAQ from Workforce Competitive Intelligence

What data sources does the server query?

It queries job postings, USPTO and EPO patents, ORCID researcher profiles, company research, GitHub activity, and SEC Form 4 insider trading filings — all 7 sources run in parallel.

How much does each query cost?

Each tool call costs $0.045, with no standing subscription. The Apify free plan includes $5 of monthly credits for roughly 111 calls.

What verdicts does the Workforce Dossier return?

The composite score produces one of four verdicts: INVEST, MONITOR, CAUTION, or AVOID. If Executive Flight Risk is CRITICAL or Brain Drain is HEMORRHAGING, the verdict is forced to AVOID.

How do I authenticate my MCP client?

Set the Authorization header to Bearer YOUR_APIFY_TOKEN in your client’s MCP server configuration. The token is obtained from apify.com under Settings > Integrations.

Can I schedule recurring runs or access this via API?

Yes, you can schedule daily or weekly workforce monitors and trigger analyses via Python, JavaScript, or any HTTP client. Results can connect to Zapier, Make, webhooks, or a CRM.