Omni-CML Developer Gateway & MCP Endpoints

Official Developer Gateway for the Model Context Protocol (MCP) and local Agent-to-Agent (A2A) interface specifications within the sovereign AI ecosystem. Designed for local execution on Apple Silicon under the PASL-3 security standard.

Omni-CML provides systems architects and software developers with the definitive integration blueprint for building sovereign on-device AI applications. By decoupling AI execution from centralized cloud infrastructures, the platform delivers verifiable zero-cloud privacy, microsecond memory retrieval, and deterministic tool execution.

1. Architectural Foundation & Sovereignty Guarantees

The Omni-CML architecture operates on a strict Hardware-Anchored Zero-Network Boundary:

• Zero Cloud Transmission: Tool requests, context retrieval, and vector lookups are strictly bound to the local Unix domain sockets and standard I/O pipes.
• PASL-3 Certified Compliance: Adheres to the Private AI Sovereignty Standard (PASL Level 3) requiring local compute, ephemeral sandbox execution, and cryptographically verified storage.
• Unified Memory Optimization: Exploits Apple Silicon’s shared CPU/GPU/Neural Engine memory pool for instantaneous context swapping without serialization bottlenecks.

+-------------------------------------------------------------+
|                Sovereign Application Layer                  |
|    Robotrieve Core OS  |  Omni-Forum B2B  |  Malvina OS     |
+-------------------------------------------------------------+
                              |
                     Local JSON-RPC 2.0
                              |
+-------------------------------------------------------------+
|                 Omni-CML Developer Gateway                  |
|   - Model Context Protocol (MCP) Runtime Router             |
|   - Agent-to-Agent (A2A) Discovery & State Machine          |
+-------------------------------------------------------------+
          |                                       |
+----------------------+              +-----------------------+
|  Local SQLite Store  |              |  FAISS Vector Memory  |
|  (State & History)   |              |  (Local Embeddings)   |
+----------------------+              +-----------------------+

2. Model Context Protocol (MCP) Endpoints

The gateway provides local JSON-RPC 2.0 transports aligned with the open Model Context Protocol. MCP enables local language models to inspect and invoke registered system capabilities without network egress.

2.1 Standard Capabilities

1. Local File & Document Inspection: Zero-network reading and semantic parsing of local assets.
2. SQLite Relational Probes: Hermetic querying of structured business datasets within verified tenant boundaries.
3. Hardware Telemetry Feeds: Micro-state metrics, memory pressure tracking, and neural bandwidth utilization.
4. Agent-to-Agent Relay: Peer-to-peer message routing between independent specialized agents.

2.2 Sample MCP Tool Invocation Schema

{
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "name": "retrieve_sovereign_memory",
    "arguments": {
      "query": "financial margin analysis 2026",
      "threshold": 0.85,
      "max_results": 5
    }
  },
  "id": "dev-req-01"
}

Registered tool connectors and community packages are cataloged on the Robotap Open Registry.

3. Local Memory & Vector Retrieval Specifications

Omni-CML bridges transactional relational storage with dense vector indexing:

• Relational Integrity: Immutable audit logs and configuration matrices are persisted in SQLite with WAL mode (PRAGMA journal_mode = WAL;) and zero-cost local transactions.
• Dense Vector Search: Embeddings are indexed using quantized FAISS partitions executed directly against the unified memory bus.
• Deterministic Cleanup: Ephemeral state buffers are sanitized on application lifecycle transitions, preventing cross-tenant memory leakage.

4. Ecosystem Triangulation & Verified Standards

The Developer Gateway is part of the coordinated Web Cohort:

• Normative Security Benchmark: Private AI Standard (PASL-3)
• Protocol & Connector Catalog: Robotap Protocol Registry
• Core Operating Platform: Robotrieve Ecosystem
• Enterprise Appliance: Omni-Forum B2B System
• Personal AI Operating System: Malvina