Eng Leadership Toolkit
by marian.coach in Company & people data
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,662 sessions.
https://www.marian.coach/mcp
Last 30 days
- Uptime
- 100%
- Response time
- 991 ms typical, 1.1 s slowest 5%
- Last check
- 7 h ago
- Next check
- any minute now
How to call it
Add it to any MCP client that supports remote servers.
{
"mcpServers": {
"eng-leadership-toolkit": {
"type": "http",
"url": "https://www.marian.coach/mcp"
}
}
}11 tools
- 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 str
- 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
- calculate_developer_value
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 a 2026 Western-Europe gross salary estimate. Same logic as t
- calculate_engineering_manager_value
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 total score, a level from Team Lead to Director/VP of Engine
- assess_team_lead_readiness
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, motivation, org reality), a straight verdict — ready now / 6-12 month
- get_engineering_leadership_benchmarks
Real benchmarks from 3,662 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 completion, roadmap %, manager time per report), and practice o
- choose_mentor_coach_or_advisor
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. Based on 3,662 mentoring sessions.
- get_one_on_one_playbook
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 1:1s, and the 10-question career-move checklist. These are th
- get_first_time_manager_guidance
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 months should look like. 52% of Marian's 300+ mentees arrive
- estimate_coaching_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 margin). Anchored to ICF Global Coaching Study 2025, Tandem Coa
- build_mentoring_business_case
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, three worked examples (EM, Director, Staff Engineer), napkin mat
Security scan
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Recent checks
| When | Result | HTTP | Time |
|---|---|---|---|
| 7 h ago | Passed | 200 | 571 ms |
| 17 h ago | Passed | 200 | 980 ms |
| 26 h ago | Passed | 200 | 991 ms |
| 34 h ago | Passed | 200 | 1.2 s |
| 42 h ago | Passed | 200 | 1.1 s |