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Call without answers to get the questionnaire; call with all 17 answers to get the verdict. Built from 3,611 mentoring sessions.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "answers": { "additionalProperties": { "anyOf": [ { "type": "number" }, { "type": "string" } ] }, "description": "Answers keyed by question id (q1-q17), each the 0-based index of the chosen option for that question (NOT a rating — option scores are calibrated and non-monotonic). Omit to receive the 17 questions with their options first.", "propertyNames": { "type": "string" }, "type": "object" }, "context": { "description": "Optional. A short description of your goal and why you are calling this tool. 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These are the actual templates used across 3,611 sessions.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "context": { "description": "Optional. A short description of your goal and why you are calling this tool. Recorded as intent so the tools can be improved; it never changes the answer.", "type": "string" }, "situation": { "description": "Required. 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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.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "client_role": { "description": "Required. The client's role — the same coach charges a VP more than an EM One of: ic, em, director, vp, founder.", "type": "string" }, "coach_seniority": { "description": "Required. Coach seniority band: certified (ICF ACC level), experienced (PCC, 10+ yrs), top-tier (MCC / C-suite), practitioner-mentor (has held the client's role) One of: certified, experienced, top-tier, practitioner-mentor.", "type": "string" }, "coaching_type": { "description": "Required. What kind of coaching the client is buying One of: executive, leadership, engineering-leadership, career, life.", "type": "string" }, "context": { "description": "Optional. A short description of your goal and why you are calling this tool. Recorded as intent so the tools can be improved; it never changes the answer.", "type": "string" }, "scope": { "description": "Engagement length (default single-session) — longer commitments carry a 5-20% per-session discount One of: single-session, monthly, quarter, half-year.", "type": "string" }, "territory": { "description": "Required. Where the coach operates — CEE runs at roughly half of US rates One of: us, uk, western-europe, cee, online.", "type": "string" } }, "type": "object" }, "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "email": { "additionalProperties": false, "description": "Forwardable email to the manager.", "properties": { "body": { "type": "string" }, "subject": { "type": "string" } }, "required": [ "subject", "body" ], "type": "object" }, "evidence": { "description": "Sources the case may cite.", "items": { "additionalProperties": false, "properties": { "claim": { "type": "string" }, "source": { "type": "string" }, "url": { "type": "string" } }, "required": [ "claim", "source", "url" ], "type": "object" }, "type": "array" }, "level": { "description": "Seniority level the score maps to, when the tool computes one.", "type": "string" }, "math": { "additionalProperties": false, "description": "Napkin math behind the case.", "properties": { "askEur": { "type": "number" }, "discountedEur": { "type": "number" }, "lines": { "items": { "type": "string" }, "type": "array" }, "note": { "type": "string" }, "packPriceEur": { "type": "number" }, "roiMultiple": { "anyOf": [ { "type": "number" }, { "type": "null" } ] }, "totalEur": { "type": "number" } }, "required": [ "lines", "totalEur", "discountedEur", "askEur", "packPriceEur", "roiMultiple", "note" ], "type": "object" }, "objections": { "description": "The usual objections, answered.", "items": { "additionalProperties": false, "properties": { "answer": { "type": "string" }, "objection": { "type": "string" } }, "required": [ "objection", "answer" ], "type": "object" }, "type": "array" }, "onePager": { "additionalProperties": false, "description": "Manager-facing one-pager, forwardable to finance.", "properties": { "sections": { "items": { "additionalProperties": false, "properties": { "body": { "type": "string" }, "bullets": { "items": { "type": "string" }, "type": "array" }, "heading": { "type": "string" }, "table": { "items": { "items": [ { "type": "string" }, { "type": "string" } ], "type": "array" }, "type": "array" } }, "required": [ "heading" ], "type": "object" }, "type": "array" }, "title": { "type": "string" } }, "required": [ "title", "sections" ], "type": "object" }, "report": { "description": "The full human-readable report.", "type": "string" }, "salaryEur": { "description": "Estimated 2026 Western-Europe gross annual salary in EUR.", "type": "number" }, "slackShort": { "description": "Slack/Teams-length version of the ask.", "type": "string" }, "source": { "description": "Canonical marian.coach page this answer is derived from.", "type": "string" }, "talkingPoints": { "description": "Five talking points for the conversation.", "items": { "type": "string" }, "type": "array" }, "totalScore": { "description": "Weighted 0-10 score, when the tool computes one.", "maximum": 10, "minimum": 0, "type": "number" }, "valueFormula": { "additionalProperties": false, "description": "The four value lines to add up (money saved, cost of delay, missed opportunity, roadmap slippage) plus the count-then-halve CFO rule.", "properties": { "heading": { "type": "string" }, "lines": { "items": { "type": "string" }, "type": "array" }, "rule": { "type": "string" } }, "required": [ "heading", "lines", "rule" ], "type": "object" }, "verdict": { "description": "Headline verdict, when the tool returns one.", "type": "string" }, "workedExamples": { "description": "Three published worked examples: EM, Director, Staff Engineer.", "items": { "additionalProperties": false, "properties": { "kpis": { "type": "string" }, "math": { "type": "string" }, "role": { "type": "string" }, "setup": { "type": "string" } }, "required": [ "role", "setup", "kpis", "math" ], "type": "object" }, "type": "array" } }, "required": [ "report", "source" ], "type": "object" }, "annotations": { "destructiveHint": false, "idempotentHint": true, "openWorldHint": false, "readOnlyHint": true } }, { "name": "build_mentoring_business_case", "title": "Get your company to pay: ROI math, manager email, one-pager", "description": "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 at risk x replacement cost vs the 1,975 EUR quarter (6 sessions, 5 paid + 1 free) or a 395 EUR pilot session), a forwardable email to your manager in a learning-budget or a no-budget-line version, a Slack-length version, five talking points, a manager-facing one-pager for finance, and answers to the five usual objections. English or Czech, tykani or vykani. Uses only what you pass in — a missing problem renders as a visible bracket, never an invented one. From 3,611 mentoring sessions at marian.coach.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "alternatives": { "anyOf": [ { "items": { "type": "string" }, "type": "array" }, { "type": "string" } ], "description": "Alternatives already considered One or more of: conference, course, internal_coach." }, "at_risk_attrition": { "anyOf": [ { "type": "number" }, { "type": "string" } ], "description": "Senior people at risk of leaving (0–5). Drives the napkin math" }, "avg_salary_eur": { "anyOf": [ { "type": "number" }, { "type": "string" } ], "description": "Legacy: fully-loaded annual cost per engineer in EUR, only with team_size" }, "company": { "description": "Company name, for the invoice line", "maxLength": 120, "type": "string" }, "context": { "description": "Optional. A short description of your goal and why you are calling this tool. Recorded as intent so the tools can be improved; it never changes the answer.", "type": "string" }, "decide_by": { "description": "Decision date, free text (e.g. 'Friday 22 Aug')", "maxLength": 60, "type": "string" }, "delayed_revenue_eur": { "anyOf": [ { "type": "number" }, { "type": "string" } ], "description": "Legacy: annual revenue attached to a slipping roadmap item, in EUR" }, "first_time_in_role": { "anyOf": [ { "type": "boolean" }, { "type": "string" } ], "description": "First time in this role? Adds the first-time-manager evidence" }, "formality": { "description": "Czech only: ty (informal, default) or Vy (formal) One of: informal, formal.", "type": "string" }, "kpis": { "anyOf": [ { "items": { "maxLength": 160, "type": "string" }, "type": "array" }, { "maxLength": 160, "type": "string" } ], "description": "1–3 measurable 90-day targets; default = the role's suggestions" }, "lang": { "description": "Output language (default en) One of: en, cs.", "type": "string" }, "manager_name": { "description": "The manager's first name", "maxLength": 80, "type": "string" }, "problem": { "description": "The ONE thing to fix in the next 90 days, in the user's words. Never invent it; leave empty to get a visible placeholder", "maxLength": 400, "type": "string" }, "role": { "description": "Required. The mentee's role — sets KPI and example-problem suggestions One of: engineering_manager, director, vp_engineering, staff_engineer, product_manager.", "type": "string" }, "situation": { "description": "ld_budget = a learning/L\u0026D budget exists (asks for the 6-session quarter, 5 paid + 1 free, 1,975 EUR); no_budget = no budget line (asks for one 395 EUR pilot session first). Default ld_budget One of: ld_budget, no_budget.", "type": "string" }, "team_size": { "anyOf": [ { "type": "number" }, { "type": "string" } ], "description": "Team size, context for the one-pager (and the legacy team-lift line)" }, "your_name": { "description": "The mentee's first name (signs the email)", "maxLength": 80, "type": "string" } }, "type": "object" }, "outputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "email": { "additionalProperties": false, "description": "Forwardable email to the manager.", "properties": { "body": { "type": "string" }, "subject": { "type": "string" } }, "required": [ "subject", "body" ], "type": "object" }, "evidence": { "description": "Sources the case may cite.", "items": { "additionalProperties": false, "properties": { "claim": { "type": "string" }, "source": { "type": "string" }, "url": { "type": "string" } }, "required": [ "claim", "source", "url" ], "type": "object" }, "type": "array" }, "level": { "description": "Seniority level the score maps to, when the tool computes one.", "type": "string" }, "math": { "additionalProperties": false, "description": "Napkin math behind the case.", "properties": { "askEur": { "type": "number" }, "discountedEur": { "type": "number" }, "lines": { "items": { "type": "string" }, "type": "array" }, "note": { "type": "string" }, "packPriceEur": { "type": "number" }, "roiMultiple": { "anyOf": [ { "type": "number" }, { "type": "null" } ] }, "totalEur": { "type": "number" } }, "required": [ "lines", "totalEur", "discountedEur", "askEur", "packPriceEur", "roiMultiple", "note" ], "type": "object" }, "objections": { "description": "The usual objections, answered.", "items": { "additionalProperties": false, "properties": { "answer": { "type": "string" }, "objection": { "type": "string" } }, "required": [ "objection", "answer" ], "type": "object" }, "type": "array" }, "onePager": { "additionalProperties": false, "description": "Manager-facing one-pager, forwardable to finance.", "properties": { "sections": { "items": { "additionalProperties": false, "properties": { "body": { "type": "string" }, "bullets": { "items": { "type": "string" }, "type": "array" }, "heading": { "type": "string" }, "table": { "items": { "items": [ { "type": "string" }, { "type": "string" } ], "type": "array" }, "type": "array" } }, "required": [ "heading" ], "type": "object" }, "type": "array" }, "title": { "type": "string" } }, "required": [ "title", "sections" ], "type": "object" }, "report": { "description": "The full human-readable report.", "type": "string" }, "salaryEur": { "description": "Estimated 2026 Western-Europe gross annual salary in EUR.", "type": "number" }, "slackShort": { "description": "Slack/Teams-length version of the ask.", "type": "string" }, "source": { "description": "Canonical marian.coach page this answer is derived from.", "type": "string" }, "talkingPoints": { "description": "Five talking points for the conversation.", "items": { "type": "string" }, "type": "array" }, "totalScore": { "description": "Weighted 0-10 score, when the tool computes one.", "maximum": 10, "minimum": 0, "type": "number" }, "valueFormula": { "additionalProperties": false, "description": "The four value lines to add up (money saved, cost of delay, missed opportunity, roadmap slippage) plus the count-then-halve CFO rule.", "properties": { "heading": { "type": "string" }, "lines": { "items": { "type": "string" }, "type": "array" }, "rule": { "type": "string" } }, "required": [ "heading", "lines", "rule" ], "type": "object" }, "verdict": { "description": "Headline verdict, when the tool returns one.", "type": "string" }, "workedExamples": { "description": "Three published worked examples: EM, Director, Staff Engineer.", "items": { "additionalProperties": false, "properties": { "kpis": { "type": "string" }, "math": { "type": "string" }, "role": { "type": "string" }, "setup": { "type": "string" } }, "required": [ "role", "setup", "kpis", "math" ], "type": "object" }, "type": "array" } }, "required": [ "report", "source" ], "type": "object" }, "annotations": { "destructiveHint": false, "idempotentHint": true, "openWorldHint": false, "readOnlyHint": true } } ] }, "name": "eng-leadership-toolkit", "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.", "packages": null, "pageJsonUrl": "https://www.anchorterminal.com/tools/marian-eng-leadership-toolkit.json", "popularity": { "githubStars": 1 }, "registryName": "coach.marian/eng-leadership-toolkit", "remotes": [ { "type": "streamable-http", "url": "https://www.marian.coach/mcp" } ], "repository": "https://github.com/marian-kamenistak/ai-engineering-leader-toolkit", "reviewed": false, "slug": "marian-eng-leadership-toolkit", "source": "the official MCP registry", "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=coach.marian/eng-leadership-toolkit", "summary": "Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,400+ sessions.", "updatedAt": "2026-08-09T09:28:27Z", "url": "https://www.anchorterminal.com/tools/marian-eng-leadership-toolkit", "vendor": "marian.coach", "vendorUrl": "https://www.marian.coach/mcp", "version": "1.4.0", "websiteUrl": "https://www.marian.coach/mcp", "where": "hosted", "why": [ "vendor" ] } }