Skip to main content

agent-bom

Open security scanner and self-hosted control plane for AI, MCP, and cloud infrastructure.

Start with the demo, then choose the entrypoint that matches your first job: repo scan, image scan, cloud posture, fix plan, dashboard, MCP tools, or runtime review.

better-sqlite3@9.0.0  (npm package)
  |── OSV/GHSA finding  (critical · advisory-backed)
  |── sqlite-mcp  (MCP Server · unverified · root)
       |── Cursor IDE  (Agent · 4 servers · 12 tools)
       |── ANTHROPIC_KEY, DB_URL, AWS_SECRET  (Credential env names visible)
       |── query_db, read_file, write_file, run_shell  (Reachable tools)

 Fix: upgrade better-sqlite3 → 11.7.0

Blast radius is the core idea: package -> vulnerability finding -> MCP server (tools + credential env names) -> connected agents. This schematic explains the model; emitted findings are backed by the configured advisory sources.

Scan local agent configs, MCP servers, instruction files, lockfiles, containers, cloud estate, AI models/datasets, non-human identities, LLM cost, GPU surfaces, and runtime evidence.

Try the built-in demo first:

agent-bom scan --demo --offline

The demo uses a curated sample so the output stays reproducible across releases. For real scans, run agent-bom scan, or add -p . to fold project manifests and lockfiles into the same result.

If you want an inspectable sample before scanning your own repo:

agent-bom samples first-run
agent-bom scan --inventory agent-bom-first-run/inventory.json -p agent-bom-first-run --enrich

The bundled first-run stack includes agent inventory, MCP server definitions, placeholder credential environment variable names, Python/npm manifests, and a prompt file. See docs/FIRST_RUN.md in the repository for the guided flow.

See the terminal demo

agent-bom demo

pip install agent-bom

agent-bom quickstart --dry-run --offline          # Scan, sample-data, and API/UI next steps
agent-bom scan -p .                            # Repo + MCP + package blast radius
agent-bom samples first-run                      # Inspectable sample AI stack
agent-bom check flask@2.2.0 --ecosystem pypi     # Pre-install package verdict
agent-bom image nginx:latest                     # Container image scan
agent-bom scan -p . --remediate remediation.md # Fix-first remediation plan
pip install 'agent-bom[ui]'                      # once, if you want the dashboard
agent-bom serve                                  # API + dashboard + graph explorer

The base wheel is the scanner/CLI path. Install optional surfaces explicitly: pip install 'agent-bom[mcp-server]' for MCP server mode and pip install 'agent-bom[ui]' for the local API/dashboard process. Use pip install 'agent-bom[all]' for supported first-run extras; MLflow remains separate until its upstream CVE backlog is fixed. If an extra is missing, the command exits with the matching install hint.

Self-hosted pilot:

curl -fsSL https://raw.githubusercontent.com/msaad00/agent-bom/main/deploy/docker-compose.pilot.yml -o docker-compose.pilot.yml
docker compose -f docker-compose.pilot.yml up -d
# Dashboard -> http://localhost:3000

Production chart from a checked-out repo:

helm upgrade --install agent-bom deploy/helm/agent-bom \
  --namespace agent-bom --create-namespace \
  -f deploy/helm/agent-bom/examples/eks-production-values.yaml

Product views

Dashboard

agent-bom dashboard overview

Agent mesh graph

agent-bom agent mesh graph

What it scans

  • Agents + MCP — MCP clients, servers, tools, transports, trust posture
  • Skills + instructions — CLAUDE.md, AGENTS.md, .cursorrules, .windsurfrules, skills/*
  • Package risk — supply-chain scanning across 15 package ecosystems (including mix.lock / pubspec.lock for Hex and Pub) with OSV/GHSA enrichment and blast radius
  • AI models + datasets — malicious-model detection via safe pickle-opcode disassembly (no execution), model/dataset cards, and target-scoped PII/PHI dataset-file scanning
  • Container images + IaC — native OCI parsing plus Dockerfile, Terraform, CloudFormation, Helm, and Kubernetes coverage
  • Cloud estate — read-only, gated asset inventory across AWS/Azure/GCP plus AI/GPU posture and CIS benchmarks
  • Identity (NHI) — non-human identity discovery (Okta/Entra), credential-expiry posture, and access-review campaigns
  • LLM cost — spend forecasting, budget runway, chargeback/allocation, and seasonal-aware spend-anomaly detection
  • Secrets + runtime — MCP proxy/gateway, inline firewall enforcement, A2A/MCP auth posture, Shield SDK, secrets, and redaction surfaces
  • Compliance + evidence — mapped governance plus ZIP evidence bundles for auditors

Key features

  • Blast radius + attack-path fusion — multi-hop exposure paths over one UnifiedGraph, from package → finding → MCP server → credentials → connected agents
  • CWE-aware impact — RCE shows credential exposure, DoS does not; symbol-level CVE reachability joins CWE/CVE/CPE advisory context when OSV/GHSA carry affected symbols (Python, npm, Go)
  • Portable outputs — SARIF, CycloneDX, SPDX, OCSF, HTML, graph, JSON, ZIP evidence bundles, and more
  • MCP server mode — 84 MCP tools, 6 resources, and 8 workflow prompts exposed to MCP clients like Claude, Cursor, Windsurf, and Cortex CoCo / Cortex Code
  • Skill bundle identity — stable bundle hashes for skill and instruction file review
  • Dependency confusion detection — flags internal naming patterns
  • VEX generation — auto-triage with CWE/CVE/CPE-aware reachability (package + function-level when advisory symbols exist)

Discovery and static/cloud scanning are read-only and agentless. Proxy, gateway, Shield, and control-plane write tools are separate, explicit runtime or authenticated operations. No secrets leave your machine unless you explicitly enable an outbound integration.

How the data moves

How agent-bom works

Blast radius

Blast radius

Metadata

Release files for agent-bom 0.103.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for agent-bom 0.103.0
File Size Uploaded
agent_bom-0.103.0.tar.gz 9.2 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for agent-bom 0.103.0
File Interpreter ABI Platform
agent_bom-0.103.0-py3-none-any.whl Python 3 none any Details

Total release size: 16.8 MB

Release files / agent_bom-0.103.0.tar.gz

Download URL agent_bom-0.103.0.tar.gz
Size 9.2 MB
Tags Source
SHA-256 checksum
How to use checksums
52b11312fe02d8078bdf0d7e683037ddb92c01c46a5919fa2a5f237ad63631ba
BLAKE2b-256 checksum
How to use checksums
78ef4dc080f49916e3a352b0fcacb9109a01622b64f639a7171bae1fc07f96e9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 30, 2026.

Transparency log

Release files / agent_bom-0.103.0-py3-none-any.whl

Download URL agent_bom-0.103.0-py3-none-any.whl
Size 7.6 MB
Tags Python 3
SHA-256 checksum
How to use checksums
8669947e5628dc12c26b47396d52e8292b67830641481baee2321e7fd9617eb5
BLAKE2b-256 checksum
How to use checksums
cc8f7f6b0c6484dd995fdc73b342a9ddc7a11345410779c187bbd3412b910c78
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 30, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.103.0 This release

2 release files

0.98.2

2 release files

0.98.1

2 release files

0.98.0

2 release files

0.97.5

2 release files

0.97.4

2 release files

0.97.2

2 release files

0.97.1

2 release files

0.97.0

2 release files

0.96.4

2 release files

0.96.3

2 release files

0.96.2

2 release files

0.95.0

2 release files

0.91.0

2 release files

0.90.0

2 release files

0.89.2

2 release files

0.88.4

2 release files

0.88.3

2 release files

0.88.1

2 release files

0.87.1

2 release files

0.87.0

2 release files

0.86.5

2 release files

0.83.4

2 release files

0.83.3

2 release files

0.83.2

2 release files

0.82.3

2 release files

0.82.2

2 release files

0.82.1

2 release files

0.81.3

2 release files

0.81.2

2 release files

0.81.1

2 release files

0.81.0

2 release files

0.80.1

2 release files

0.80.0

2 release files

0.78.1

2 release files

0.78.0

2 release files

0.76.4

2 release files

0.76.2

2 release files

0.75.9

2 release files

0.75.8

2 release files

0.75.7

2 release files

0.75.5

2 release files

0.75.3

2 release files

0.75.2

2 release files

0.75.1

2 release files

0.75.0

2 release files

0.74.1

2 release files

0.74.0

2 release files

0.72.0

2 release files

0.71.4

2 release files

0.71.3

2 release files

0.71.2

2 release files

0.71.1

2 release files

0.71.0

2 release files

0.70.9

2 release files

0.70.8

2 release files

0.70.7

2 release files

0.70.6

2 release files

0.70.5

2 release files

0.70.4

2 release files

0.70.3

2 release files

0.70.0

2 release files

0.69.1

2 release files

0.68.2

2 release files

0.68.1

2 release files

0.68.0

2 release files

0.67.0

2 release files

0.35.0

2 release files

0.34.0

2 release files

0.33.0

2 release files

0.32.0

2 release files

0.31.9

2 release files

0.31.8

2 release files

0.31.7

2 release files

0.31.6

2 release files

0.31.5

2 release files

0.31.4

2 release files

0.31.3

2 release files

0.31.2

2 release files

0.31.1

2 release files

0.31.0

2 release files

0.29.0

2 release files

0.28.1

2 release files

0.28.0

2 release files

0.27.0

2 release files

0.26.0

2 release files

0.25.0

2 release files

0.24.0

2 release files

0.22.0

2 release files

0.20.0

2 release files

0.19.0

2 release files

0.18.0

2 release files

0.17.0

2 release files

0.16.0

2 release files

0.15.0

2 release files

0.14.0

2 release files

0.13.0

2 release files

0.12.3

2 release files

0.12.2

2 release files

0.12.1

2 release files

0.10.1

2 release files

0.10.0

2 release files

0.9.1

2 release files

0.7.0

2 release files

0.5.0

2 release files

0.4.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page