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marian-kamenistak

elc-toolkit

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

Related MCP server: AWS Pricing Calculator MCP Server

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

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

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