🔌 Model Context Protocol (MCP)

The Unified Nerve Center

Model Context Protocol (MCP) is the universal open standard allowing AI agents to connect to local tools, databases, and context servers.

ULTRON Memory MCP Server

The ULTRON unified memory daemon exposes an MCP server providing standard tools:

• recall_memory(query, limit): Semantic + keyword recall across notes.
• store_memory(category, title, content, links, tags): Creates markdown note and updates vector/graph indexes.
• get_core_memory(): Returns active operator profile and system status.
• synthesize_canvas(topic, nodes, edges): Creates interactive visual canvases in Obsidian_Vault.

📓 Obsidian Sovereign Vault

• Path: /home/ultron/Vault
• Nature: Local plain-text Markdown storage with bi-directional wikilinks, dynamic canvas graphs, and Dataview metadata.
• Synchronized By: ULTRON Unified Memory Daemon.
• Connected Concepts:
  • Unified_Cognitive_Architecture
  • Bi-Temporal_Knowledge_Graphs
  • Semantic_Vector_Embeddings
  • Model_Context_Protocol

🤖 AI Agent Federation

All external and local AI systems synchronize their long-term memory through the unified cognitive core:

• ULTRON (Antigravity CLI / Gemini 3.8): Primary system orchestrator and deep agentic operator.
• Claude / Cursor / Copilot: Codebase editors and interactive desktop agents.
• Local Ollama / Open-WebUI: Fully air-gapped private models running on host.
• Protocol: Model_Context_Protocol (MCP) memory endpoints & JSON-RPC bus.

Coherence Rules

• All agents read and write to the same Markdown ground truth in Obsidian_Vault.
• No agent overwrites contradictory facts without recording temporal invalidation edges (Bi-Temporal_Knowledge_Graphs).