flowchart TD

  subgraph CLIENTS["AI clients - anything that speaks MCP"]
    direction LR
    CL["&nbsp;&nbsp;<b>Claude</b>&nbsp;&nbsp;<br/>desktop &middot; web &middot; mobile &middot; Code<br/>&nbsp;"]
    GP["&nbsp;&nbsp;<b>ChatGPT</b>&nbsp;&nbsp;<br/>MCP connector<br/>&nbsp;"]
    PX["&nbsp;&nbsp;<b>Perplexity</b>&nbsp;&nbsp;<br/>MCP connector<br/>&nbsp;"]
  end

  MCP["&nbsp;<br/><b>jarvis-mcp</b><br/><b>THE ENTRYWAY</b><br/>one OAuth 2.1 door &middot; per-client scopes<br/>authenticates &middot; scopes &middot; forwards<br/>&nbsp;"]

  CL --> MCP
  GP --> MCP
  PX --> MCP

  subgraph AI["AI pipeline and routing - 14"]
    direction LR
    A1["jarvis-router-v2<br/>Picks the specialist"]
    A2["jarvis-agent<br/>Original monolith, retiring"]
    A3["jarvis-infra<br/>Legacy infra agent"]
    A4["jarvis-infra-specialist<br/>Audited infra chokepoint"]
    A5["jarvis-infra-verify<br/>Read-only second opinion"]
    A6["jarvis-content-specialist<br/>Drafts copy, checks claims"]
    A7["jarvis-content-gen<br/>Multi-brand draft pipeline"]
    A8["jarvis-editorial<br/>Re-checks published posts"]
    A9["jarvis-corpus<br/>Verified facts for grounding"]
    A10["profprep-corpus<br/>Exam grounding corpus"]
    A11["profprep-corpus-verify<br/>Cross-lab chunk check"]
    A12["profprep-verify<br/>Blind-solves, then rules"]
    A13["strategic-corpus<br/>Grounding corpus, guides"]
    A14["ss-auditor<br/>Flags claims to check"]
  end

  subgraph VER["Verification and ground truth - 6"]
    direction LR
    V1["verify<br/>Cross-lab claim checking"]
    V2["fidenta-verify<br/>Metered, for customers"]
    V3["jarvis-truth<br/>Three labs, live evidence"]
    V4["jarvis-drift-monitor<br/>Documented vs live"]
    V5["jarvis-chat-verifier<br/>Checks chat pre-send"]
    V6["exa-search<br/>Primary-source search"]
  end

  subgraph SHARED["Shared utilities - 3"]
    direction LR
    U1["web-search<br/>Cited current answers"]
    U2["google-analytics<br/>Read-only traffic reads"]
    U3["ocr<br/>Text out of docs, images"]
  end

  subgraph PLAT["Platform services - 24"]
    direction LR
    P1["2057-admin-api<br/>Holding-co admin API"]
    P2["jarvis-auth<br/>Login and sessions"]
    P3["jarvis-v2<br/>The web app front end"]
    P4["jarvis-comms<br/>Messaging and calendar"]
    P5["jarvis-content<br/>Content and documents"]
    P6["jarvis-crm<br/>CRM and prospecting"]
    P7["jarvis-email<br/>Email triage"]
    P8["jarvis-finance<br/>Bank and books data"]
    P9["jarvis-ghl<br/>Deduplicated lead intake"]
    P10["jarvis-kb<br/>Writes KB articles"]
    P11["jarvis-knowledge<br/>Search and memory"]
    P12["jarvis-notify<br/>Alerts and SMS"]
    P13["jarvis-payments<br/>Double-payment detection"]
    P14["jarvis-plane<br/>Project tickets"]
    P15["jarvis-redirect<br/>URL redirects"]
    P16["jarvis-social<br/>Social planning, publishing"]
    P17["jarvis-stock-media<br/>Stock media index"]
    P18["jarvis-strategic<br/>Guide-line backend"]
    P19["jarvis-tasks<br/>Task queue, deduped"]
    P20["jarvis-vault<br/>The secret vault"]
    P21["jarvis-dropbox<br/>Cloud storage ingest"]
    P22["chatgate<br/>Bot gate for web chat"]
    P23["profprep-ops<br/>Exam-platform ops"]
    P24["jarvis-unifi<br/>Network gear control"]
  end

  subgraph GOV["Governance and observability - 5"]
    direction LR
    G1["jarvis-architecture<br/>Internal architecture site"]
    G2["jarvis-conformance<br/>Docs vs fleet reconciler"]
    G3["jarvis-watchdog<br/>Drift and outage monitor"]
    G4["jarvis-purchase-canary<br/>Money path still works"]
    G5["aims-dashboard<br/>Governance work tracker"]
  end

  subgraph OPS["Operations - 11"]
    direction LR
    O1["uptime-monitor<br/>Portfolio uptime"]
    O2["ghost-watchdog<br/>Watches and heals blogs"]
    O3["hostinger-reboot<br/>Automated VPS recovery"]
    O4["atera-monitors<br/>Hourly device sync"]
    O5["links<br/>Index of live surfaces"]
    O6["aimstracker<br/>Public hours log"]
    O7["jarvis-plaud<br/>Recorder transcripts in"]
    O8["opsbox<br/>Reaches the ops box"]
    O9["opsbox-bootstrap<br/>One-time enrolment"]
    O10["vps-agent<br/>Front for on-box agent"]
    O11["jarvis-cfadmin<br/>Gated edge admin"]
  end

  subgraph TRAF["Traffic analytics - 1"]
    T1["jarvis-analytics<br/>Dashboard and beacon"]
  end

  subgraph COM["Commerce - 8"]
    direction LR
    C1["profprep-data<br/>Serves buyers questions"]
    C2["profprep-question-gen<br/>Builds a bank on purchase"]
    C3["profprep-seeder<br/>Seeds and backfills banks"]
    C4["profprep-claude<br/>Weekly re-summary job"]
    C5["profprep-stripe-webhook<br/>Records purchases"]
    C6["safire-stripe<br/>Signed payment webhooks"]
    C7["ss-members<br/>Login and entitlements"]
    C8["ss-stripe-webhook<br/>Records purchases"]
  end

  subgraph PP["Exam-platform operations - 5"]
    direction LR
    Q1["profprep-status<br/>Public status dashboard"]
    Q2["profprep-models<br/>Model use-case tracker"]
    Q3["profprep-corpus-audit<br/>Coverage vs blueprints"]
    Q4["profprep-corpus-sync<br/>Sole writer of chunks"]
    Q5["profprep-college-corpus<br/>Four-tier college corpus"]
  end

  subgraph SALES["Sales and growth - 7"]
    direction LR
    S1["naics-classifier<br/>Industry-code lookup"]
    S2["noevant-apollo-miner<br/>Prospecting pipeline"]
    S3["noevant-audit-intake<br/>Audit request intake"]
    S4["noevant-cold-provisioner<br/>Cold-email infrastructure"]
    S5["noevant-crm<br/>CRM sync"]
    S6["competitor-watch<br/>Daily competitor watch"]
    S7["fidenta-api<br/>Document extraction API"]
  end

  subgraph VOICE["Voice engineering - 9"]
    direction LR
    W1["sbc-analyzer<br/>Vendor config intelligence"]
    W2["sbc-corpus-builder<br/>Builds vendor-doc corpus"]
    W3["sbc-corpus-verify<br/>Chunks vs source"]
    W4["sbc-share<br/>Gated public front"]
    W5["teams-voice-corpus<br/>Voice corpus queries"]
    W6["teams-voice-corpus-builder<br/>Ingests vendor docs"]
    W7["teams-voice-corpus-verify<br/>Chunks vs source"]
    W8["teams-voice-diagnostician<br/>Ranked fault isolation"]
    W9["teamsdiscovery<br/>Discovery and gap register"]
  end

  subgraph CLIENTW["Client engagement tools - 6"]
    direction LR
    K1["client-cockpit A<br/>Gated per-client work tool"]
    K2["client-cockpit B<br/>Separate corpus and data"]
    K3["client-cockpit C<br/>Separate corpus and data"]
    K4["client-corpus-verify A<br/>Gates that client corpus"]
    K5["client-corpus-verify B<br/>Gates that client corpus"]
    K6["client-corpus-verify C<br/>Gates that client corpus"]
  end

  subgraph EDGE["Edge, sites and proxies - 20"]
    direction LR
    E1["ghost-proxy x7<br/>Brand blog paths"]
    E2["invictus-proxy<br/>Fronts a brand domain"]
    E3["noevant-proxy<br/>Fronts a brand domain"]
    E4["profprep-proxy<br/>Fronts a brand domain"]
    E5["safire-homes-proxy<br/>Fronts a brand domain"]
    E6["safire-llc-proxy<br/>Fronts a brand domain"]
    E7["safire-solutions-proxy<br/>Fronts a brand domain"]
    E8["brand-assets-manager<br/>Brand asset CDN"]
    E9["ss-guides<br/>Whole site in the worker"]
    E10["succura<br/>Edge-device component"]
    E11["safire-drive<br/>Gated file manager"]
    E12["safire-estimator<br/>Transcript to estimate"]
    E13["rates-jessemyers-ai<br/>Private rate card"]
    E14["linkedin-redirect<br/>Vanity redirect"]
  end

  subgraph PERS["Personal and niche surfaces - 7"]
    direction LR
    R1["assess-jessemyers-ai<br/>Governance assessments"]
    R2["interview-jessemyers-ai<br/>Gated interview surface"]
    R3["principal-architect<br/>Gated reference surface"]
    R4["nine11-jessemyers-ai<br/>Enterprise 911 reference"]
    R5["jesse-prep-brief<br/>Meeting prep briefs"]
    R6["jobs-tracker<br/>Opportunity pipeline"]
    R7["matt-ai-learn<br/>Private tutorial page"]
  end

  MCP --> AI
  MCP --> VER
  MCP --> SHARED
  MCP --> PLAT
  MCP --> GOV
  MCP --> OPS
  MCP --> TRAF
  MCP --> COM
  MCP --> PP
  MCP --> SALES
  MCP --> VOICE
  MCP --> CLIENTW
  MCP --> EDGE
  MCP --> PERS

  classDef door fill:#e3b341,stroke:#8a6d20,color:#1c1c1c,stroke-width:3px;
  classDef client fill:#1f6feb,stroke:#0d419d,color:#ffffff,stroke-width:2px;
  class MCP door;
  class CL,GP,PX client;