ASTA Cloud

Evidence-first security testing for AI agents, RAG applications, MCP servers, prompts, tools, memory, permissions, and agent workflows.

The first product is a local Python CLI. It is not a SaaS application and does not call an LLM.

Authorized use only

ASTA Cloud scans local directories you explicitly supply. Use it only on systems and code you are authorized to test. It never executes the scanned application, never follows symlinks outside the target directory, and never transmits findings or secrets.

Install

python -m pip install asta-cloud

For local development:

python -m pip install -e ".[dev]"

Requires Python 3.11 or newer.

Docker (GHCR)

docker run --rm -v "$PWD:/target:ro" ghcr.io/narendranadh6/asta-cloud:latest \
  scan /target --format text

Images publish to GitHub Container Registry on each GitHub release.

PyPI packages publish on each GitHub release as well (pip install asta-cloud). Maintainer setup: docs/publishing.md.

CI

GitHub Actions runs ruff, mypy, pytest (Python 3.11 and 3.12), generates a SARIF report from examples/vulnerable_agent, and verifies the Docker image. See .github/workflows/ci.yml.

Scan

asta scan ./examples/vulnerable_agent \
  --config asta.yaml \
  --format json \
  --output results.json

Omit --output to print to stdout. --format accepts json (default), sarif, or text.

# SARIF for CI / GitHub Code Scanning
asta scan ./examples/vulnerable_agent --format sarif --output results.sarif

# Grep-friendly text
asta scan ./examples/vulnerable_agent --format text

# Confirm findings locally (never executes target code)
asta scan ./examples/vulnerable_agent --validate --format json

# Adopt in CI with a baseline (fail only on new findings)
asta scan ./examples/vulnerable_agent --baseline asta-baseline.json --update-baseline
asta scan ./examples/vulnerable_agent --baseline asta-baseline.json --format sarif

# Scan an MCP server example
asta scan ./examples/vulnerable_mcp_server --format json

# Scan a RAG application example
asta scan ./examples/vulnerable_rag_app --format json

# Scan an agent workflow example
asta scan ./examples/vulnerable_workflow_app --format json

Exit codes

Security boundaries

• Scan only the directory you pass as TARGET.
• Never scan URLs or internet targets.
• Never execute target code (ast.parse only).
• Never read files outside the target (except an explicitly passed --config).
• Never follow symlinks that resolve outside the target.
• Redact secret values in reports. Do not collect or transmit secrets.
• All findings are suspected. ASTA Cloud does not claim a vulnerability was validated unless a later validation step actually ran.

See docs/scan.md for framework detection, taint analysis, rule catalog, config keys, and report formats.