Engineering Leadership Toolkit
Free remote MCP server giving AI assistants direct access to data from a mentoring practice: 3,400+ paid 1:1 sessions with 300+ engineering leaders since 2019.
Documentation
9 free AI coaching tools. Every one ends with a verdict.
Nine tools, built from 3,611 mentoring sessions with 317 engineering leaders across 17 countries. Eight open in the browser. All nine your agent can call over MCP. Four ship as Claude skills. No login, no email gate. What you get back is a number you can use, not a reading list.
Every tool, and where it runs.
Browser, agent, or both. Start with the readiness test if you don't know which one you need.
| Tool | Where it runs |
|---|---|
The 16-Minute Offer
Build your mentoring inquiry with the AI wizard: focus areas, your definition of success, a dated program, an agreed price. Formal offer in 16 minutes, 10% off every package through this channel. Own MCP server at /mcp/mentoring.
AI wizard · 16 min
|
get_mentoring_options |
|
Team Lead Readiness Test
Should you take the lead role, wait, or stay IC on purpose? 17 questions, 6 dimensions, a straight verdict plus your top 2 gaps.
Decision test · 3 min
|
assess_team_lead_readiness``team-lead-readiness |
|
Engineering Manager Salary Calculator
Score 5 leadership pillars, get your level from Team Lead to VP, plus a 2026 salary estimate you can take into a negotiation.
Calculator · 2 min
|
calculate_engineering_manager_value``engineering-salary-calculator |
|
Developer Salary Calculator
15 skills across 5 pillars. Junior to Staff, weighted by where you stand, with the 2026 number.
Calculator · 2 min
|
calculate_developer_value``engineering-salary-calculator |
|
Coaching Cost Calculator
Fair per-session price for your role, territory, and coach seniority, anchored to ICF 2025 and CEE market data. Plus the red flags before you pay anyone.
Calculator · 1 min
|
estimate_coaching_cost``coaching-cost-calculator |
|
Get Your Company to Pay
The email, Slack note, talking points and a one-pager for finance that get your manager to pay for mentoring. Built from your answers, in EN or CZ.
Case builder · 90 sec
|
build_mentoring_business_case``convince-your-manager |
|
Engineering Leadership Benchmarks
First-party data from 3,611 sessions. CC BY 4.0: cite it, build on it.
Dataset · CC BY 4.0
|
get_engineering_leadership_benchmarks |
|
Mentor vs Coach vs Advisor
Which one you need right now, with a 3-question self-test.
Self-test · 3 min
|
choose_mentor_coach_or_advisor |
|
1:1 Playbook
Situation-specific scripts for the 1:1s you keep postponing.
Playbook
|
get_one_on_one_playbook |
|
First-Time Manager Guidance
The EM responsibility triangle and the 6 ways new managers fail.
Agent only
|
get_first_time_manager_guidance |
|
Wix to Astro Migration Skill
Hand your coding agent a live Wix site and get back the same site in Astro on Cloudflare — measured section by section, Lighthouse 100 on mobile, every slug kept.
Agent skill · overnight run
|
wix-to-astro |
|
The /critical Skill
Score any plan, pitch or draft against real criteria before you ship it. No flattery, a 0-10 rating, and it names exactly what breaks when something falls short.
Agent skill · idea gate
|
critical |
MCP server · Claude skills · API
The same tools, inside your agent.
Point Claude, Cursor, or any MCP client at one endpoint and your agent gets 9 tools: salary math, readiness verdicts, benchmark data from 3,611 sessions. No key, no signup, MIT-licensed, source on GitHub.
Claude Code · one command
claude mcp add --transport http eng-leadership-toolkit https://www.marian.coach/mcp
Cursor · .cursor/mcp.json
{
"mcpServers": {
"eng-leadership-toolkit": { "url": "https://www.marian.coach/mcp" }
}
}
Claude Desktop · custom connector
Settings → Connectors → Add custom connector, paste https://www.marian.coach/mcp. No JSON, no restart.
Claude skills · pick one from the table
git clone https://github.com/marian-kamenistak/<skill> ~/.claude/skills/<skill>
MCP: coach.marian/eng-leadership-toolkit in the official MCP registry, endpoint www.marian.coach/mcp (streamable HTTP, works as a plain JSON-RPC API too). Skills install from GitHub, MIT. The benchmarks dataset is CC BY 4.0: cite it, build on it.
Questions people ask
Are these tools really free?
Yes. No login, no email gate, no trial that expires. All nine also run inside your agent over MCP without an API key, and the source is MIT on GitHub, so you can read exactly what they do before you run them.
How accurate are the salary estimates?
They are estimates, not offers. The 2026 numbers come from Western-Europe market data weighted by the level the calculator scores you at. Use the range as a negotiation anchor, not a promise. Country and company stage move a real offer more than the calculator can see.
What is the MCP server, and why use it instead of the web page?
MCP (Model Context Protocol) lets an AI agent call a tool directly. Point Claude, Cursor, or any MCP client at https://www.marian.coach/mcp and your agent gets 9 tools it can run mid-conversation: salary math, readiness verdicts, benchmark data from 3,611 sessions. No key, no signup. Worth it when you want the answer inside the doc you're already writing.
Can I cite or reuse the benchmark data?
Yes. The Engineering Leadership Benchmarks dataset is CC BY 4.0: cite it and build on it. It comes from 3,611 mentoring sessions with 317 engineering leaders across 17 countries, which is first-party data you won't find in a vendor report.
What happens after I get a result?
Nothing automatic. No drip sequence, no sales call booked on your behalf. If a result surprised you, or confirmed something you have been circling for months, book the free intro call and we talk about that.
A number isn't a decision.
The tools give you a verdict in three minutes. What they can't tell you is whether to take the role, how to run the conversation with your VP, or which of your two gaps to close first. That's the part I do, with 317 engineering leaders across 17 countries so far.
Book the free intro call →Free. No pitch deck. If it's not a fit, I say so.
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