ai-engineering-leader-toolkit

marian-kamenistak/ai-engineering-leader-toolkit
★ 1 stars TypeScript AI/LLM Updated today
MCP server: engineering leadership answers from 3,400+ mentoring sessions. Benchmarks, 1:1 playbooks, developer value calculator. One URL, no install.
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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "ai-engineering-leade": {
      "command": "npx",
      "args": [
        "-y",
        "marian-kamenistak/ai-engineering-leader-toolkit"
      ]
    }
  }
}

README Excerpt

"I just became an engineering manager. What should I focus on?" "What's a healthy sprint completion rate?" "Do I need a mentor or a coach?" "What is this developer worth on the market?" "Should I become a team lead, or stay IC?" Your AI already gets asked these. Now it can answer with first-party data from 3,400+ paid 1:1 mentoring sessions with 300+ engineering leaders in 17+ countries, instead of guessing.

Tools (9)

assess_team_lead_readinessbuild_mentoring_business_casecalculate_developer_valuecalculate_engineering_manager_valuechoose_mentor_coach_or_advisorestimate_coaching_costget_engineering_leadership_benchmarksget_first_time_manager_guidanceget_one_on_one_playbook

Topics

cloudflare-workersengineering-leadershipengineering-managementmcpmcp-servermentoringmodel-context-protocol