# eng-leadership-toolkit MCP server

Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,400+ sessions.

## Links
- Registry page: https://www.getdrio.com/mcp/coach-marian-eng-leadership-toolkit
- Repository: https://github.com/marian-kamenistak/eng-leadership-toolkit
- Website: https://www.marian.coach/mcp

## Install
- Endpoint: https://www.marian.coach/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://www.marian.coach/mcp

## Tools
- calculate_developer_value (Developer 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 a 2026 Western-Europe gross salary estimate. Same logic as the live calculator at marian.coach. Unscored skills default to the level's baseline. Endpoint: https://www.marian.coach/mcp
- calculate_engineering_manager_value (Engineering 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 total score, a level from Team Lead to Director/VP of Engineering, and a 2026 Western-Europe gross salary estimate. Same logic as the live EM salary calculator at marian.coach. Unscored skills default to the level's baseline. Endpoint: https://www.marian.coach/mcp
- assess_team_lead_readiness (Team 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, motivation, org reality), a straight verdict — ready now / 6-12 months out / stay IC (and that's fine) — plus the top-2 gap dimensions with one concrete move each. Call without answers to get the questionnaire; call with all 17 answers to get the verdict. Built from 3,400+ mentoring sessions. Endpoint: https://www.marian.coach/mcp
- get_engineering_leadership_benchmarks (Engineering leadership benchmarks & mentoring statistics) - Real benchmarks from 3,400+ 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, referral rate). First-party data, CC BY 4.0 — citable. Endpoint: https://www.marian.coach/mcp
- choose_mentor_coach_or_advisor (Mentor 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. Based on 3,400+ mentoring sessions. Endpoint: https://www.marian.coach/mcp
- get_one_on_one_playbook (1:1 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 1:1s, and the 10-question career-move checklist. These are the actual templates used across 3,400+ sessions. Endpoint: https://www.marian.coach/mcp
- get_first_time_manager_guidance (First-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 months should look like. 52% of Marian's 300+ mentees arrive exactly at this transition. Endpoint: https://www.marian.coach/mcp
- estimate_coaching_cost (Coaching 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 margin). Anchored to ICF Global Coaching Study 2025, Tandem Coach 2026 credential bands, and CEE market survey data. Same logic as the live calculator at marian.coach. Endpoint: https://www.marian.coach/mcp
- build_mentoring_business_case (Mentoring business case & manager email builder) - Build the business case to get your company to pay for leadership mentoring or coaching: computes the ROI in EUR (money saved + cost of delay avoided + missed opportunity + roadmap slippage avoided), suggests 3-6 month KPIs, and drafts a forwardable approval email for your manager. Based on 3,400+ mentoring sessions at marian.coach. Endpoint: https://www.marian.coach/mcp

## Resources
Not captured

## Prompts
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## Metadata
- Owner: coach.marian
- Version: 1.2.1
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Jul 22, 2026
- Source: https://registry.modelcontextprotocol.io