Leadership-ratio benchmark, partnership ROI builder, community-launch readiness test. ELC data.
| Endpoint | https://www.engineeringleaders.io/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 6 tools · grade A (98) · pin ts_35b04862a9cfbb43405daa9c51c971d2 · protocol 2025-06-18 |
| First / last listed | 2026-10-27 02:15 UTC / 2026-10-27 02:15 UTC |
| Grade over time | 2026-10-27: A (98), 6 tools |
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Tools: get_started get_more_tools benchmark_leadership_ratio build_partnership_business_case assess_community_launch_readiness plan_leadership_career_path
get_started | Call this for a greeting (hi, hello), a connectivity/liveness test, 'what can you do', or any message too general to match a specific tool below. Returns the full menu of real questions this server answers, each mapped to the tool name that answers it, so the next call can go straight to the right tool. params: context |
get_more_tools | Check for additional tools whenever your task might benefit from specialized capabilities, even if existing tools could work as a fallback. Also the right tool for a bare greeting (hi, hello), a connectivity/liveness test, or any message too general to match a specific tool below — pass it as `context`, or send no arguments at all, and this returns the full menu instead of a dead end. params: context |
benchmark_leadership_ratio | Describes a company's manager-vs-senior-IC split — each side's percentage, the resulting span (1 manager per N senior ICs), and the question that shape usually raises. Alongside it, for context rather than as a target, ELC's own community composition (69% Manager+/Leadership, 21% Senior/Staff IC across 3,300+ CEE engineering leaders — that is who joins a leadership community, not a survey of org s params: managers, senior_ics, context |
build_partnership_business_case | Builds the internal business case for partnering with Engineering Leaders Community: real reach numbers (3,300+ members, 120+ per meetup, 500+ at the annual conference, newsletter open rate), the deliverables that actually serve the stated goal, where a proposed budget lands on the published ladder, and a forwardable approval email. States the published price RANGE (free layer to EUR 20,000/year, params: goal, buying_for, company_name, proposed_budget_eur, approver_name, sender_name, context |
assess_community_launch_readiness | Answers 'should I start an engineering-leadership meetup in my city?' using ELC's own new-city launch playbook (the real doc used to launch Brno, Bratislava and Kraków) as the checklist: speaker network, promo channels, a named local operator, realistic first-event targets, and a promo budget. Call without answers to get the 5 questions; call with all 5 to get a verdict plus the specific open gaps params: answers, context |
plan_leadership_career_path | For an engineering manager, team lead or tech lead asking 'what is my next role?', 'is the engineering manager role dead?', 'should I become a director or go back to IC?', or 'how do I stay valuable on the market in the AI era?'. Picks one of three paths from ELC meetup #43: Grow up (Director/Head of, 20+ people), Go deep (Staff/Principal AI engineer) or Go product (product builder), checks the 'd params: current_role, energy, people_led, hands_on_hours_per_week, product, self_management, ai, beyond_engineering, context |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.