Command Surface

Install commands are documented in Installation.

Binary

• agentic-vision-mcp

Top-level commands

agentic-vision-mcp serve
agentic-vision-mcp validate
agentic-vision-mcp info
agentic-vision-mcp completions
agentic-vision-mcp repl

Common options

• -v, --vision <file.avis>
• --model <clip_model.onnx>
• --log-level trace|debug|info|warn|error

Runtime budget controls

export CORTEX_STORAGE_BUDGET_MODE=auto-rollup
export CORTEX_STORAGE_BUDGET_BYTES=2147483648
export CORTEX_STORAGE_BUDGET_HORIZON_YEARS=20
export CORTEX_STORAGE_BUDGET_TARGET_FRACTION=0.85

Key tools exposed by MCP

• vision_capture (now returns quality_score)
• vision_query (supports description_contains, min_quality, sort_by)
• vision_health (quality + staleness + linkage summary)
• vision_similar
• vision_compare
• vision_diff
• vision_ocr
• vision_link
• session_start
• session_end

Universal MCP entry

{
  "mcpServers": {
    "agentic-vision": {
      "command": "$HOME/.local/bin/agentic-vision-mcp",
      "args": ["serve"]
    }
  }
}