bots.st/eng-leadership-toolkit
eng-leadership-toolkit
Leadership benchmarks and 1:1 scripts
2569 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 11
- Answered
- 4 of the last 4 calls
How to reach it
- MCP, HTTP
https://www.marian.coach/mcp
What it can do
| Tool | What it says it does |
|---|---|
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 months out / stay IC… |
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 math (senior people… |
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 the live calculator… |
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 Engineering, and a 2026… |
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. |
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 Coach 2026 credential… |
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 outcome stats (NPS… |
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 exactly at this… |
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… |
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 the actual templates… |
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… |
In its maker's words
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,662 sessions.
- Website
- www.marian.coach/mcp
- Source
- github.com/marian-kamenistak/ai-engineering-leader-toolkit
- Publisher
- marian.coach (2 listings in the registry)
- Listed from
- the official MCP Registry as
coach.marian/eng-leadership-toolkit - Version
- 1.7.1, updated 9 Oct 2026
- Kinds of work
- Jobs and HR, Writing and translation, Productivity
The domain it lives on
- marian.coach
- its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2569 ms | |
| Answered | 1658 ms | |
| Answered | 1629 ms | |
| Answered | 1629 ms |
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