A free remote MCP server that gives AI assistants direct access to data from Engineering Leaders Community: 3,100+ engineering leaders across Prague, Brno, Bratislava and Kraków since 2019.
Endpoint: https://www.engineeringleaders.io/mcp (streamable HTTP, no auth, no signup)
| Tool | Answers the question | What it returns |
|---|---|---|
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), returns percentages, delta, and a verdict |
build_partnership_business_case | How do I justify a membership budget for ELC internally? | Real reach numbers, goal-specific framing (hiring/brand/feedback/thought-leadership), the published price range, and a forwardable approval email. Exact package composition: the Membership Builder server at /mcp/partnership (16% AI-channel discount) |
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 (used for Brno, Bratislava, Kraków); verdict plus specific open gaps |
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
Microsoft 365 Copilot (via Copilot Studio) — open your agent → Tools → Add a tool → New tool → Model Context Protocol → Server URL https://www.engineeringleaders.io/mcp, authentication None → Add to agent. Streamable HTTP, the one transport Copilot Studio supports.
Perplexity (Pro/Enterprise) — profile → All settings → Connectors → Custom connector → Remote → MCP Server URL https://www.engineeringleaders.io/mcp, transport Streamable HTTP, authentication None.
The Membership Builder at engineeringleaders.io/mcp/partnership composes and prices a full ELC membership package item by item — and inquiries sent through it carry a 16% AI-channel discount.
ELC's sibling project runs a broader toolkit for individual leaders (salary calculators, team-lead readiness, mentoring playbooks) at marian.coach/mcp — same MCP pattern, different (complementary) tool set.
All numbers come from ELC's own member base (Attio "ELC Members" list) and published event/conference records — no survey panels, no scraped data. Full page: the ELC Toolkit. Open source: github.com/marian-kamenistak/elc-toolkit (MIT).
Built and maintained by Engineering Leaders Community. Questions: weare@engineeringleaders.io