ZBS Index What actually exists in applied AI, with the source next to it

mcp server

elc-toolkit

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

Description as published by the maintainer. Source

  • version 1.0.0
  • active
  • evaluation

active — Most recent push to the repository was 2026-08-04. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

What this server can do

3 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

assess_community_launch_readiness(answers)
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.
benchmark_leadership_ratio(managers, senior_ics)
Compares a company's manager-vs-senior-IC split against the ELC community's own composition (69% Manager+/Leadership, 21% Senior/Staff IC, computed from 3,100+ CEE engineering leaders). Both counts are for the SAME population — senior people who could plausibly hold a management role (managers, tech leads, senior/staff ICs); leave out junior/mid ICs on both sides so the comparison is apples to apples. Returns each side's percentage, the delta from the peer baseline, and a verdict. Required: managers, senior_ics.
build_partnership_business_case(goal, company_name, proposed_budget_eur)
Builds the internal business case for partnering with Engineering Leaders Community: real reach numbers (3,100+ members, 120+ per meetup, 500+ at the annual conference, newsletter open rate), goal-specific framing (hiring, brand awareness, product feedback, thought leadership), and a forwardable approval email. States the published price RANGE (free layer to EUR 20,000/year, EUR 32,000 with category exclusivity); for composing and pricing an exact package item by item, use the dedicated Partnership Builder MCP server at https://www.engineeringleaders.io/mcp/partnership — inquiries sent through it carry a 16% AI-channel discount. Required: goal.

Last successful function declaration observed on . Source: https://www.engineeringleaders.io/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://www.engineeringleaders.io/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 0 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-04 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.0.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-08-04 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-08-04 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub
mcp tools declared 3 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe www.engineeringleaders.io
mcp endpoint status ok The server listed 3 functions when asked. as of probe www.engineeringleaders.io

Where to get it

Related, by what their authors tagged them

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These share tags the maintainers applied themselves, such as cloudflare-workers, engineering-leadership, engineering-management, community. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

Also from marian-kamenistak

How the author describes it

Topics the maintainer set on GitHub: cloudflare-workers, community, engineering-leadership, engineering-management, mcp, mcp-server, model-context-protocol.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. marian-kamenistak/elc-toolkit on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.
  3. Tools declared by the MCP server at https://www.engineeringleaders.io/mcp — www.engineeringleaders.io, observed , trust tier 4.