Built with Jon — Hidden Profit Tools

{
  "id": "aix_4201206b95",
  "name": "Built with Jon — Hidden Profit Tools",
  "operator": "(unclaimed - source: registry-official · publisher: com.builtwithjon)",
  "description": "Read-only tools for finding where a small business leaks deals, time, and cash.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-25",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "invoice-parsing"
  ],
  "protocols": {
    "mcp": "https://builtwithjon.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 702,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 64,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-25T00:00:44.645Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://builtwithjon.com/mcp/"
    },
    {
      "label": "repository",
      "url": "https://github.com/jonathanmalkin/builtwithjon"
    }
  ],
  "avatar": "https://github.com/jonathanmalkin.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/jonathanmalkin"
    }
  ],
  "profile": {
    "mcp_server": "builtwithjon",
    "mcp_version": "1.0.0",
    "tool_count": 11,
    "tools": [
      {
        "name": "start_here",
        "description": "START HERE if you are new to Built with Jon. Explains every tool, why to use it, what it returns, how the tools work together, and the best first prompt for finding a leak in deals, time, or cash."
      },
      {
        "name": "list_use_case_categories",
        "description": "List the 15 categories of the Built with Jon Use Case Library (96 worked small-business AI/automation examples), grouped by business function, industry, and personal, with counts and key stats. Call this first to orient before searching."
      },
      {
        "name": "search_use_cases",
        "description": "Search the 96-entry Use Case Library of small-business AI and automation workflows. Call this when a user describes a recurring business pain (missed leads, invoice chasing, status meetings, no-shows...) to find worked examples with per-step automation verdicts. Filter by keyword, category, frequency, automation level, or disposition."
      },
      {
        "name": "get_use_case",
        "description": "Get one use case from the library in full: the pain, the workflow as it actually runs, per-step verdicts (eliminate / simplify / automate / optimize / report) with rationale, where AI genuinely fits, and the after state. Ids look like 'A1' or 'S3'."
      },
      {
        "name": "run_scorecard",
        "description": "Run Built with Jon's 3-minute AI Workflow Scorecard: ask the user these questions conversationally, then call this with their answers to get a scored verdict on where their business is leaking deals, time, and cash — plus the first fix worth making. Same deterministic scoring as builtwithjon.com/scorecard/. No email or signup involved."
      },
      {
        "name": "list_leak_calculators",
        "description": "List the 10 leak calculators (missed calls, slow bids, unbilled change orders, unanswered inquiries, engagement-letter delay, cold DMs, slow quotes, no-shows, first-reply speed, invoice aging) with their input fields and defaults. Use before calculate_leak."
      },
      {
        "name": "calculate_leak",
        "description": "Put a monthly/annual dollar figure on one operational leak using Built with Jon's Leak Calculator math (identical to the website's). Call when a user wants to know what missed calls, slow follow-up, no-shows, unbilled change orders, or aging invoices are costing them. Missing inputs fall back to illustrative defaults and are flagged."
      },
      {
        "name": "get_frameworks",
        "description": "Get Built with Jon's decision frameworks: the Five Dispositions (the five-question treatment every workflow step gets before anyone automates anything) and the 5-phase implementation process. Call when discussing how to decide what to automate."
      },
      {
        "name": "get_hidden_profit_review_info",
        "description": "Get the details of the Hidden Profit Review — Jonathan Malkin's paid, measured review of one recurring business workflow (deliverables, worked sample, waitlist mechanics, capacity). Call when a user wants professional help finding or fixing a profit leak."
      },
      {
        "name": "search_articles",
        "description": "Search Jonathan Malkin's ~50 articles on small-business workflow leaks, Claude Code infrastructure (the Jules system), AI agents, and AI operations. Filter by keyword and/or tag; returns titles, descriptions, and slugs for get_article."
      },
      {
        "name": "get_article",
        "description": "Get one article by slug (from search_articles), including its canonical URL and full markdown text when available."
      }
    ],
    "profiled_at": "2026-08-17T21:00:42.159Z"
  },
  "unreachable": false
}