Lightweight, local-first memory for AI agents. Hybrid vector + BM25 search, LLM-powered fact extraction, zero infrastructure — just pip install.
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Updated
Apr 2, 2026 - Python
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.
DISA STIG-aligned osquery configs + RMF mapper
Free-tier blockchain investigator — ETH/BTC clustering + sanctions xref
Re-identification risk assessment that computes k-anonymity, l-diversity, and HIPAA Safe Harbor compliance on a dataset.
Static packer/loader fingerprinter (C) — UPX/ASPack/Themida/MPRESS/VMProtect + entropy; emits YARA + SARIF. JSON out, CI-tested.
DISA STIG checker + NIST 800-53 RMF mapper + POAM emitter
MCP server hardening linter — capability declarations, transport, tool descriptions
FedRAMP boundary visualizer & OSCAL-format SSP/POAM generator
Audit UEFI firmware dumps for missing Secure Boot keys, unsigned modules, S3 boot-script vulns, and known SMM threats.
Scan firmware blobs and filesystem dumps for hardcoded private keys, API tokens, default creds, and weak RSA/ECC material.
Independent open-source LOCAL reimplementation of core Google Cloud Platform primitives (object storage, document DB, pub/sub, event functions) for offline development and testing. Pure stdlib. Not affiliated with Google.
Generate a CycloneDX SBOM directly from an unpacked firmware root filesystem and flag components with known CVEs and EOL kernels.
Model-agnostic, portable long-term memory framework for AI agents (MCP-native)
Run simple YARA-style string/regex rules over a directory
Deploy a local multi-model LLM fleet (llama.cpp) with an agent harness, hermes memory, and a one-command CLI
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
Model your sales pipeline as a YAML state machine and compute conversion rates, stage velocity, and weighted forecast straight from CRM exports.
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