eng-leadership-toolkit by marian.coach
MCP server · Lead & company data · indexed, not reviewed
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No score, grade or rank. This listing is facts from the official MCP registry and our own checks, and it stays out of the rankings until the panel reviews it.
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,400+ sessions.
Facts
- MCP registry
coach.marian/eng-leadership-toolkit· 1.4.0- Endpoint
https://www.marian.coach/mcp- Website
- www.marian.coach/mcp
- GitHub stars
- 1
- Registry entry
- updated 9 Aug 2026
From the official MCP registry, the package registries and our own checks. JSON · Markdown
Why it's listed
- It's published in the registry under marian.coach, a namespace the registry only gives to whoever proves they control that domain.
Being indexed says nothing about quality, and nobody can pay for it. Is this yours? Ask for a review.
Tools it lists 11 · about 12,516 tokens of context · checked 45 minutes ago
| Tool | What it does | Hint |
|---|---|---|
get_startedStart here — what can this MCP server do? | 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… | read-only |
get_more_toolsMore tools? Check here first — also answers a plain hello/liveness ping | 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… | read-only |
calculate_developer_valueDeveloper value & salary calculator | Assess a software developer's market value: score 15 skills across 5 pillars (core craft, systems & judgment, impact & ownership, collaboration & influence, AI leverage), get a weighted total score, seniority level, and… | read-only |
calculate_engineering_manager_valueEngineering manager value & salary calculator | Assess an engineering leader's market value: score 15 leadership skills across 5 pillars (people & talent, delivery & execution, technical direction, stakeholder influence, AI leverage), weighted by current level, get a… | read-only |
assess_team_lead_readinessTeam lead readiness test — should this engineer become a team lead? | Answers "should I become a team lead?" with the same 17-question test as the live tool at marian.coach: 6 dimensions (people appetite, letting go of code, ownership beyond your tickets, translation & saying no,… | read-only |
get_engineering_leadership_benchmarksEngineering leadership benchmarks & mentoring statistics | Real benchmarks from 3,611 paid 1:1 mentoring sessions with 300+ engineering leaders since 2019: mentee seniority mix, most-demanded leadership topics of 2025, time-to-results, team-health delivery thresholds (sprint… | read-only |
choose_mentor_coach_or_advisorMentor vs coach vs advisor — which one do you need? | Decide whether an engineering leader needs a mentor, a coach, or an advisor: what each brings, the typical question each answers, whether domain experience is required, time horizon, and a three-question self-test.… | read-only |
get_one_on_one_playbook1:1 playbooks for engineering managers | Situation-specific 1:1 scripts and templates from Marian Kamenistak's mentoring practice: first mentoring/direction-setting session, underperformance conversation, promoting a developer to manager, fixing status-update… | read-only |
get_first_time_manager_guidanceFirst-time engineering manager readiness & failure modes | Guidance for the IC→manager transition: the EM responsibility triangle (leadership/processes/delivery — pick two), the six most common first-time-manager failure modes, readiness self-check questions, and what the first… | read-only |
estimate_coaching_costCoaching cost estimator — what should a coach cost? | Fair market rate for coaching or mentoring in 2026, by coaching type, client role, coach territory, coach seniority, and engagement length. Returns a per-session range, program total, and red flags (too cheap / brand… | read-only |
build_mentoring_business_caseGet your company to pay: ROI math, manager email, one-pager | Build the case that gets your company to pay for leadership mentoring — everything on marian.coach/get-your-company-to-pay-for-mentoring/, personalised: the four-line value formula and the count-then-halve CFO rule,… | read-only |
What https://www.marian.coach/mcp answered to tools/list, asked without credentials over MCP 2025-11-25. The token figure is the size of the list as sent, divided by four; a model sees about that much before it calls anything. Full definitions, input schemas included, are in the listing's JSON under mcpTools.
How its tools read to an agent 0 errors · 1 warning · 1 note
- warnTC22build_mentoring_business_casethe definition is about 1,766 tokens
- noteTC24server1 of 11 tools have no outputSchema
The checks from /check and anchor check, run each day on the list above: about 12,516 tokens of definitions. Not part of the score yet. Check your own server.