MCP server: One MCP server.

ELC Toolkit

@engineeringleadersRun by its publisher: served from their own domain, namespace checked by the registry.MCP server · External

Leadership-ratio benchmark, partnership ROI builder, community-launch readiness test. ELC data.

v1.0.0MITTypeScript
Freeno charge per call

One address for any MCP client. No sign-in needed on this server.

What it does

2 read3 other

Grouped by tool name. At most: only reads or looks up information.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

Tools

5 · grouped by tool name · checked 9 Oct 2026

Read · 2Look things up

  • get_started
  • get_more_tools

Other · 3Neither hinted nor named

  • benchmark_leadership_ratio
  • build_partnership_business_case
  • assess_community_launch_readiness
Try it in the Inspector
README1 min read

"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: 3,300+ 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

ToolThe question it answers
benchmark_leadership_ratioIs my org's manager-to-senior-IC ratio healthy? Compares your split against the ELC peer baseline (69% manager / 21% senior IC across 3,300+ CEE leaders)
build_partnership_business_caseHow 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_readinessShould 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:

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/toolkit.

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

License

MIT

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