elc-toolkit

"Is my engineering org top-heavy?" "How do I justify a conference/community sponsorship budget internally?" "Should I start a local engineering-leadership meetup?"

Your AI already gets asked these. Now it can answer with first-party data from Engineering Leaders Community: 3,100+ engineering leaders across Prague, Brno, Bratislava and Kraków, running since 2019, instead of guessing.

This is a remote MCP server. No install, no API key. One URL:

https://www.engineeringleaders.io/mcp

Open in a browser instead: The ELC Toolkit.

Tools

Tool	The question it answers
benchmark_leadership_ratio	Is my org's manager-to-senior-IC ratio healthy? Compares your split against the ELC peer baseline (69% manager / 21% senior IC across 3,100+ CEE leaders)
build_partnership_business_case	How do I justify a partnership budget for ELC internally? Real reach numbers, goal-specific framing, and a forwardable approval email — no invented pricing
assess_community_launch_readiness	Should I start an engineering-leadership meetup in my city? 5-question readiness check straight from ELC's own new-city launch playbook

Connect

Claude Code

claude mcp add -t http elc-toolkit https://www.engineeringleaders.io/mcp

Claude.ai / Claude Desktop — Settings → Connectors → Add custom connector → paste https://www.engineeringleaders.io/mcp

Cursor — add to .cursor/mcp.json:

{ "mcpServers": { "elc-toolkit": { "url": "https://www.engineeringleaders.io/mcp" } } }

ChatGPT (developer mode) — Settings → Connectors → Add → MCP server URL https://www.engineeringleaders.io/mcp

Source & method

All numbers come from ELC's own member base (Attio "ELC Members" list) and its own new-city launch playbook, the real doc used to open Brno, Bratislava and Kraków — no survey panels, no scraped data. Full page: engineeringleaders.io/engineering-leaders-survival-kit.

Built and maintained by Engineering Leaders Community. Questions: weare@engineeringleaders.io

License

MIT