Lightweight, local-first memory for AI agents. Hybrid vector + BM25 search, LLM-powered fact extraction, zero infrastructure — just pip install.

C2 server fingerprinter — Cobalt Strike, Sliver, Mythic, Havoc, Brute Ratel

Analyze an ADS-B feed/CSV for anomalies: callsign spoofing, squawk 7500/7600/7700, and unusual loiter patterns.

Re-identification risk assessment that computes k-anonymity, l-diversity, and HIPAA Safe Harbor compliance on a dataset.

MCP server hardening linter — capability declarations, transport, tool descriptions

DISA STIG checker + NIST 800-53 RMF mapper + POAM emitter

Scan firmware blobs and filesystem dumps for hardcoded private keys, API tokens, default creds, and weak RSA/ECC material.

Audit UEFI firmware dumps for missing Secure Boot keys, unsigned modules, S3 boot-script vulns, and known SMM threats.

FedRAMP boundary visualizer & OSCAL-format SSP/POAM generator

Model-agnostic, portable long-term memory framework for AI agents (MCP-native)

Spin up a high-interaction Modbus/DNP3 ICS honeypot that logs attacker register reads/writes as structured JSON.

Model your sales pipeline as a YAML state machine and compute conversion rates, stage velocity, and weighted forecast straight from CRM exports.

Deploy a local multi-model LLM fleet (llama.cpp) with an agent harness, hermes memory, and a one-command CLI

Generate a CycloneDX SBOM directly from an unpacked firmware root filesystem and flag components with known CVEs and EOL kernels.

Run simple YARA-style string/regex rules over a directory

Validate OTA update packages end-to-end: signature chains, rollback protection, anti-downgrade counters, and delta-patch integrity.

AIS vessel tracking & sanctions-evasion anomaly detection

Condensed, cross-walked reference for SOC2, ISO 27001, NIST CSF/800-53/800-171, CMMC, GDPR, CCPA, HIPAA, PCI DSS, EU AI Act

Token and cost counter / budgeter for LLM apps, CI-ready

DISA STIG-aligned osquery configs + RMF mapper