SQLite FTS5 Trigram Engine · Sub-5ms Local AST

Zero-Cloud-Leakage AI Development with 427M+ LOC Local Memory

Give Cursor, Claude Code, Windsurf, and Antigravity sub-5ms AST symbol search and global architecture awareness across 356+ repositories without uploading proprietary code to third-party clouds.

Test Interactive Symbol Search View CLI & MCP Integration

Live Knowledge Graph Sandbox

Sub-Millisecond Trigram Symbol Resolution

Type any architectural symbol below to test real-time AST resolution across the Sovereign Enterprise Knowledge Base.

Search Mode: FTS5 Trigram AST Index

Query Latency: 0.82 ms

Native CLI & MCP Integration

Plug Directly into Every Coding Assistant

Universal integration via stdio JSON-RPC MCP and the global kb system CLI.

Global CLI Utility

The `kb` Command-Line Tool

# Sub-5ms trigram symbol search
$ kb search QuantumGpuOptimizer --type class

# Direct AST file slicing by integer file_id
$ kb file 14022 --start 1 --end 60

# Batch hydrate context for AI prompt
$ kb context symbol:QuantumGpuOptimizer path:quantum_gpu/

Available globally on system PATH for instant script and shell invocation.

Universal MCP Server

`sovereign_enterprise_kb`

{
  "mcpServers": {
    "sovereign_kb": {
      "command": "/media/keith/NVMe/bin/sovereign-kb-mcp",
      "args": ["--port", "11505"]
    }
  }
}

Auto-registered in Cursor, Claude Code, Windsurf, Antigravity, and Cline.