AgenticVision

Quickstart

curl -fsSL https://agentralabs.tech/install/vision | bash

1. Install

curl -fsSL https://agentralabs.tech/install/vision | bash

Profile-specific commands are listed in Installation.

2. Validate artifact path

agentic-vision-mcp -v ~/.vision.avis validate

3. Inspect capabilities

agentic-vision-mcp info

Expected tool list includes:

vision_capture
vision_query
vision_similar
vision_compare
vision_diff
vision_ocr
vision_link
vision_health

4. Start MCP server

$HOME/.local/bin/agentic-vision-mcp serve

Use Ctrl+C to stop after startup verification.

5. Query quality-aware results

Use MCP vision_query args:

{
  "description_contains": "error",
  "min_quality": 0.5,
  "sort_by": "quality",
  "max_results": 10
}

Run vision_health periodically to monitor stale captures, unlabeled captures, and unlinked memory references.

6. Enable automatic long-horizon budget enforcement

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

When enabled, runtime automatically prunes oldest low-value captures from completed sessions when budget pressure is detected.