The Eng Leadership Toolkit MCP server,
connected in one click.
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,400+ sessions. Connect the official Eng Leadership Toolkit MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add Eng Leadership Toolkit to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http eng-leadership-toolkit https://www.marian.coach/mcpRun in your terminal, then restart Claude Code.
Eng Leadership Toolkit · https://www.marian.coach/mcp
What your AI can do with Eng Leadership Toolkit
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “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 b.”
“Use “calculate_developer_value”: Assess a software developer's market value: score 15 skills across 5 pillars (core craft, systems & judgment, impact & ownership, collaborat.”
“Use “calculate_engineering_manager_value”: Assess an engineering leader's market value: score 15 leadership skills across 5 pillars (people & talent, delivery & execution, technical d.”
“Use “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, letti.”
How secure is the Eng Leadership Toolkit MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Eng Leadership Toolkit holds up.
Official endpoint
Operated by Eng Leadership Toolkit (marian.coach) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If Eng Leadership Toolkit adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick Eng Leadership Toolkit
Choose Eng Leadership Toolkit in the gate directory. No sign-in needed.
Use it anywhere
Eng Leadership Toolkit's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools Eng Leadership Toolkit exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
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 b
calculate_developer_value — Assess a software developer's market value: score 15 skills across 5 pillars (core craft, systems & judgment, impact & ownership, collaborat
calculate_engineering_manager_value — Assess an engineering leader's market value: score 15 leadership skills across 5 pillars (people & talent, delivery & execution, technical d
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, letti
get_engineering_leadership_benchmarks — Real benchmarks from 3,400+ paid 1:1 mentoring sessions with 300+ engineering leaders since 2019: mentee seniority mix, most-demanded leader
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 do
get_one_on_one_playbook — Situation-specific 1:1 scripts and templates from Marian Kamenistak's mentoring practice: first mentoring/direction-setting session, underpe
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
+ 3 more tools once connected
Who runs the Eng Leadership Toolkit MCP server?
The Eng Leadership Toolkit MCP server at a glance
https://www.marian.coach/mcpQuestions, answered
Is there an official Eng Leadership Toolkit MCP server?
Yes — Eng Leadership Toolkit operates its own remote MCP server at www.marian.coach. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect Eng Leadership Toolkit to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick Eng Leadership Toolkit in the directory. No account or sign-in is needed. From then on, Eng Leadership Toolkit's tools are available in every client you've connected to gate.
Do I need to host anything?
No. Eng Leadership Toolkit runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the Eng Leadership Toolkit MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect Eng Leadership Toolkit in minutes. No credit card required.
Connect more than just Eng Leadership Toolkit
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up Eng Leadership Toolkit in: Claude · Claude Code · ChatGPT · Cursor · VS Code
Give your AI Eng Leadership Toolkit — safely.
One URL. All MCPs. Full control. Free to start.
Get started free