CYBERPUNK TELEMETRY HUD // SGDATA-MCP CORE BLUEPRINT

System Architecture & Data Pipeline

Real-time autonomous intelligence orchestration grid routing 24+ Singapore sovereign data feeds to localized LLM agent pipelines, persistent Wikilink knowledge vaults, and interactive telemetry simulators.

sgdata-mcp Cyberpunk HUD Architecture Cyberpunk HUD architecture schematic depicting live government feeds transmitting to the sgdata-mcp semantic kernel, coordinating cache nodes, autonomous agent pipelines, knowledge vaults, and real-time simulators. [01] INGESTION GRID [02] SGDATA-MCP KERNEL [03] AGENTIC REASONING EXT Gov Data Feeds SingStat · MAS · URA · HDB LTA · NEA · ACRA · IRAS RAW Immutable Sources raw/assets · JSON · PDF Historical Baselines REST API FS INGEST LAYER 02 01_Data_Layers Repository Macroeconomic · Spatial · Corporate Live Tool Responses · Cache Indexes RESOLVE CACHE CORE 01 sgdata-mcp Server 24+ Tool Endpoints · Semantic Router Rate Limiting · API Security Guard MCP JSON EXEC Agentic Pipelines & Playbooks Pipelines α/β/γ · Policy Analyst INGEST WIKI LLM Wiki Vault AGENTS.md · MOC · Wikilinks RENDER APP Policy Dashboard & UI public/index.html · Simulators SYNC SYSTEM LEGEND // HUD TELEMETRY Focal / MCP Kernel Engine / Pipeline Knowledge Vault External / Web Client Core Protocol Live Ingest Sync / Export
←/→ step · Space play/pause · R replay · Home/End jump

PROTOCOL KERNEL

sgdata-mcp Protocol Engine

A localized Model Context Protocol (MCP) gateway exposing 24+ structured tools across Macroeconomics, Spatial Infrastructure, and Corporate Registries with active rate-limiting and cache coordination.

KNOWLEDGE ACCRETION

Persistent LLM Wiki Schema

  • Autonomous ingest pipeline storing empirical payloads
  • Wikilink-connected domain layers and case studies
  • Cross-domain policy synthesis (GDP → HDB → COE)

TELEMETRY SIMULATOR

Interactive Policy Canvas

Dynamic web dashboard (public/index.html) executing real-time stress tests for MSR mortgage bounds, dengue climate incubations, COE income burdens, and HDB resale analytics.

PROJECT: SGDATA-MCP TELEMETRY HUD SYSTEM BLUEPRINT // V2.3 // 2026