97 results for “TIME”

Doomformer compiles integer neural networks into ZDoom maps that run in ViZDoom. Voodoo dolls do the arithmetic, and sector light levels and plane heights hold the values. Python reads every value back and compares it with a NumPy integer reference at tolerance 0. It runs MNIST (97.16 % on all 10,000 digits, every pass exact), small transformers, a learning perceptron and a SUBLEQ machine. It is about 23,000 times slower than NumPy on a small MLP.

github.comrepoAdded 30 Oct 2026, published 29 Oct 2026🧠 AI

Hob is an MIT-licensed desktop app from Frigade that runs open-weight models such as Gemma and gpt-oss locally on Mac, Windows and Linux. It picks the best open-weight model that fits the user's computer and sets it up. It is positioned as a free, private, offline alternative to Claude and ChatGPT for tasks like filling out PDFs and working through documents. The page gives no technical detail on its runtime.

github.comrepoAdded 27 Oct 2026, published 26 Oct 2026🧠 AI

Ponytail is a single skill prompt (skills/ponytail/SKILL.md, with a compact AGENTS.md) that makes coding agents write only the code a task needs, reusing existing components while keeping validation, error handling, security and accessibility. The author benchmarked it in Claude Code with Opus 5.5 over 39 tasks, 5 runs each, including a real FastAPI + React repo. They report -53% code, -41% time, -26% cost and -45% tokens, and 98% of risky logic shipping with a test versus 68% without. It adds /ponytail-review and /ponytail-audit commands, a Claude Code cost/token band with a local board, and installs through Claude Code and Codex plugin marketplaces or as a rules file for Cursor, Copilot, Gemini, OpenCode and others.

github.comrepoAdded 17 Oct 2026🧠 AI

Model card for DeepSeek-V4.1-Flash-1017, a minor update to DeepSeek-V4.1-Flash with MIT-licensed weights. It claims gains in reasoning, coding, agentic tasks and visual benchmarks, with shorter task time and output length that move the performance–cost Pareto frontier across agent harnesses (Claude Code for Terminal-Bench 4.0, Mini-SWE-V2 for DeepSWE v1.1). It ships no Jinja chat template. It provides a reference encoding.py for multi-turn chat, tool calling, thinking mode, numeric reasoning effort and interleaved images, plus deepseek-recipe, Rust libraries with Python bindings for prompt encoding and output parsing. Serving recipes are given for Transformers, vLLM, SGLang and Docker Model Runner.

huggingface.corepoAdded 18 Oct 2026, published 17 Oct 2026🧠 AI

Open-source Python CLI (`tra`) for autonomous trading desks in which LLM analysts (technical, macro, on-chain, sentiment) and validators only give opinions on figures the system computed. Fixed rules do the arithmetic: pricing the round-trip cost, applying risk limits, sizing, cost gates, and sending a single order with stop attached via ccxt (Bybit and OKX demo accounts tested). It supports multiple model providers with per-role models, effort settings and fallbacks. Every answer is parsed against a closed schema, every refusal is logged with the figure behind it, and models can tighten but never loosen controls. This makes it a concrete reference for keeping LLM agents away from arithmetic and money.

github.comrepoAdded 18 Oct 2026, published 13 Oct 2026🧠 AI

SolidCraft is an open-source parametric 3D CAD application written in pure Rust. It has constrained sketches with its own solver, a feature timeline, assemblies, sheet metal, and STEP/IGES/3MF/STL export. It runs on desktop (egui+wgpu), in the browser, and as a headless CLI. The built-in MCP server (`solidcraft-cli mcp`) gives agents tools such as execute, batch, inspect_design, measure, set_parameter, screenshot and export. They can model headless or drive the running app over a JSON-lines control channel. A rover with 3,323 timeline steps was built entirely through MCP, which shows agent-driven parametric modelling working at scale.

github.comrepoPublished and added 13 Oct 2026🧠 AI

Arcjet JS SDK is an Apache-2.0 JavaScript monorepo that adds runtime security checks to AI apps, agents and HTTP endpoints. It ships framework SDKs (Next.js, Node.js, Bun, Deno, Fastify, NestJS) plus a Guard API for agent tool calls, MCP handlers, queue workers and background jobs that have no HTTP request object. Features include prompt injection detection, sensitive-information detection (PII, credit cards, custom patterns) and token-bucket, fixed-window and sliding-window rate limiting.

x.comrepoPublished and added 11 Oct 2026🛡️ Security

Arcjet JS SDK is an open-source (Apache-2.0) JavaScript monorepo that adds runtime security to AI apps, agents and HTTP endpoints. It ships request SDKs for Next.js, Node.js, Bun, Deno, Fastify and NestJS. It also has a Guard API for places with no HTTP request object, such as agent tool calls, MCP handlers, queue workers and background jobs. Built-in checks cover prompt-injection detection, sensitive-information detection (PII, credit cards, custom patterns) and token-bucket, fixed-window or sliding-window rate limits, including token budgets.

x.comrepoPublished and added 11 Oct 2026🧠 AI

God's Eye View is an open-source, vanilla JavaScript + CesiumJS + Vite 3D globe that fuses live public feeds (aircraft, ships, satellites, quakes, public cameras, weather) into one explorable scene. Its AI layer is a hands-free voice agent on the OpenAI Realtime API with 30 tools: camera fly-to, whiteboard annotations, analyst queries over live layers, and scene-context and screenshot grounding. Keys stay server-side and the browser gets only a short-lived session token. An experimental ChatGPT/Codex OAuth path is also supported. The app doubles as an MCP server, so Claude Desktop, Codex or ChatGPT can open the globe from a conversation.

github.comrepoAdded 11 Oct 2026🧠 AI

God's Eye View is an open-source, vanilla-JavaScript CesiumJS and Vite client that puts live aircraft, ships, satellites (SGP4), earthquakes, fires, public CCTV and mapped ALPR cameras on one photorealistic 3D globe. It adds cockpit tracking, FLIR/NVG sensor shaders and a voice agent built on the OpenAI Realtime API. It works without API keys, and the docs cover server-side key brokering with SSRF protection, localhost binding and a SECURITY.md threat model. For OSINT/GEOINT practitioners it is a hackable base for fusing public signals, with an explicit rule against person-tracking features.

github.comrepoAdded 11 Oct 2026🛡️ Security

Edi Life OS is a self-hosted dashboard (PHP 8.1+, MySQL, vanilla JavaScript) that combines focus timer, habits, goals, Kanban tasks, finances and notes in ten workspaces. It includes an optional Node.js MCP server that exposes 15 tools over stdio. The tools let Claude Desktop, Claude Code or Codex read the dashboard, create goals and tasks, log habits and record expenses. The MCP server calls only the app's bearer-token /api/v1 HTTP API and never touches the database or credentials. The README is candid about limits: the token has no scopes, there is no app-level rate limiting, and the secret-note flag is only a visibility setting, not encryption.

github.comrepoPublished and added 9 Oct 2026🧠 AI

Strelka is Target's open-source, container-based real-time file scanning system for threat hunting, threat detection, and incident response, built in Go and Python. It runs 50+ scanners (YARA, PE parsing, encrypted ZIP cracking, entropy analysis, etc.) to extract metadata and content from files at enterprise scale, which can feed a SIEM for alerting on suspicious artifacts like an Emotet-laden encrypted ZIP payload.

github.comrepoAdded 8 Oct 2026🛡️ Security

YaraHunter is Deepfence's open-source scanner that applies YARA rulesets against container images, running Docker containers, and filesystems to detect indicators of compromise such as malware and cryptominers. It supports CI/CD build-time scanning, at-rest image scanning, and runtime container scanning, with JSON output for automation, and is designed to eventually integrate into the Deepfence ThreatMapper platform. The README walks through detecting the XMRig cryptominer inside a container image as a worked example.

github.comrepoAdded 8 Oct 2026🛡️ Security

OpenSRE is an open-source framework for building AI SRE agents that resolve production incidents by correlating logs, metrics, traces, deploys and runbooks across 60+ connected tools (observability, cloud infra, incident management, MCP). Beyond the agent runtime (CLI, Python API, Slack/PagerDuty/Telegram integrations), the project's stated mission is to build an RL training and evaluation environment — explicitly modeled on SWE-bench's role for coding agents — to scale realistic infrastructure-failure scenarios as a benchmark for AI SRE.

github.comrepoAdded 8 Oct 2026🧠 AI

nanoMuse is an open-source personal AI agent that runs across phone, desktop, and web, built on an on-device sandbox (OpenMinis with proot/Alpine Linux on mobile) and the DeepSeek Harness on desktop with a Python runtime for tool use. Devices share one account and sync conversations through a relay (self-hostable), while the agent proactively acts, retains memory, and pauses before irreversible actions; it is released GPL-3.0-or-later with documentation on install, self-hosting, connectors, and memory.

github.comrepoPublished and added 7 Oct 2026🧠 AI

OpenChart is an open-source TradingView-style desktop charting app (Electron, Node.js/Bun, Effect runtime) that embeds AI agents into statistical/technical analysis, real-time market alerts and agentic opportunity research. It ships a custom DSL called Tea (inspired by TradingView's Pine Script) for writing indicators, and a conversation interface built on assistant-ui and the AG-UI event protocol so users converse with agents while charting.

github.comrepoPublished and added 6 Oct 2026🧠 AI

Claude-Mem is an open-source persistent memory plugin for Claude Code and other coding agents (Codex, OpenCode, Grok Bot, T3 Code, OpenClaw) that captures tool-usage observations during sessions, compresses them into semantic summaries, and reinjects relevant context into future sessions. It uses five lifecycle hooks (SessionStart, UserPromptSubmit, PostToolUse, Stop, SessionEnd), a local SQLite database, a Chroma vector store for hybrid semantic+keyword search, and exposes three MCP tools (search, timeline, get_observations) that follow a token-efficient layered retrieval pattern to cut context costs roughly 10x. It is Apache-2.0 licensed, built with the Claude Agent SDK and TypeScript, and ships an optional hosted "observer" memory service alongside self-hosted options via OpenRouter/Gemini keys or an Anthropic plan.

github.comrepoAdded 5 Oct 2026🧠 AI

Pocket TTS is a 100M-parameter text-to-speech model from Kyutai designed to run efficiently on CPU, generating audio faster than real-time (~6x on a MacBook Air M4) with ~200ms latency to first audio chunk and voice cloning from short audio samples. It supports English, French, German, Portuguese, Italian, and Spanish, ships a Python library and CLI, and has spawned numerous community ports (WASM, ONNX, Rust/Candle, MLX, C++, C#) and fine-tuned language variants (Czech, Hindi, Korean, Persian, Indonesian, Estonian, Welsh, Polish).

huggingface.corepoAdded 2 Oct 2026🧠 AI

OpenShell is NVIDIA's open-source runtime for safely running fleets of autonomous AI agents: each agent runs in an isolated sandbox where kernel-level controls enforce a declared policy over file access, syscalls, and network connections, and credentials are injected only for approved endpoints rather than exposed to the agent directly. Policy changes are checked with formal verification to flag risky new access (new hosts, new API methods) before they're approved, and the project ships a CLI, gateway, Kubernetes/Helm deployment, and a tutorial running OpenCode against an OpenRouter model.

github.comrepoAdded 1 Oct 2026🛡️ Security

OpenShell is NVIDIA's open-source runtime for running fleets of autonomous AI agents inside isolated sandboxes. Declarative policies cover filesystem, syscall, process and network access. These are enforced at the kernel level, and credentials are injected only into requests bound for approved endpoints. Policy changes are checked with formal verification so risky new access waits for human review. It ships a CLI, a gateway control plane (Helm deployment on Kubernetes), SDKs, extensibility hooks (middleware, interceptors, compute drivers) and installable agent skills, and it can run agents such as OpenCode.

github.comrepoAdded 1 Oct 2026🧠 AI

universal-modder is a set of Agent Skills, a CLI (um) and a shared knowledge base (field notes in knowledge/) that let AI coding agents such as Claude Code, Codex, Gemini CLI, Cursor, GitHub Copilot and OpenCode find a PC game's engine, reverse-engineer its code, build a working mod, generate art/3D/sound assets via the fal MCP server (or a local ComfyUI server), test the mod in the running game, and write a field note for the next agent. It ships worked examples — a weapon/boss pack for Terraria via tModLoader, a new civilization for Age of Empires II DE, and a real-time Minecraft-inside-GTA-V passthrough mod — each documented with a field note of exact versions, routes and gotchas, and agents can open pull requests to grow the shared knowledge base.

github.comrepoAdded 6 Oct 2026, published 30 Sep 2026🧠 AI

invisible_playwright_mcp is an MCP server (and companion Python library, invisible_playwright) that wraps Playwright so an LLM agent can operate a real browser like a human: clicking, typing, scrolling and reading page content, useful for tasks like checking flight fares across a date range where no API exists. It ships a standalone chat+live-browser UI driven by any OpenRouter model, installs as a plugin for Claude Code, Codex and Gemini CLI, and exposes stealth/identity controls (seed-based browser fingerprint, proxy-derived timezone/locale/geolocation, persistent profile directories) via its invisible_core component.

github.comrepoAdded 7 Oct 2026, published 29 Sep 2026🧠 AI

OpenShell is NVIDIA's open-source runtime for running fleets of autonomous AI agents with restricted, policy-governed access to files, system calls, network, and credentials. It enforces policy at the kernel level inside isolated sandboxes (per-agent, with Docker/Podman/virtualization backends) and uses formal verification to flag risky policy changes — such as an agent gaining a new host or API access with credentials — before they take effect, so changes can wait for human review. It ships a CLI, a gateway control plane, Kubernetes/Helm deployment, and installable agent skills for writing and debugging sandbox policies.

github.comrepoAdded 29 Sep 2026🧠 AI

OpenShell is NVIDIA's open-source runtime for running fleets of autonomous AI agents in isolated sandboxes, enforcing per-agent policies on filesystem, syscall, and network access at the kernel level and injecting credentials only for approved endpoints. Policy changes go through a formal-verification step (an 'advisor'/'prover') that flags newly granted risky access, such as a new host reachable with credentials, before it's applied, and it deploys via Docker/Podman/host virtualization or Kubernetes with Helm.

github.comrepoAdded 29 Sep 2026🛡️ Security

FirmAgent is an academic research toolkit (NDSS 2026) for finding vulnerabilities in re-hosted IoT firmware web services by combining IDA-based pre-fuzzing (CFG/sink distance scoring), QEMU instrumented tracing, CFG-guided API fuzzing, and an optional LLM agent (LLMATaint.py) that consumes runtime taint traces to reason about and produce PoCs for bug classes like command injection. The pipeline is explicit about scope: it is meant for authorized, owned or re-hosted firmware (e.g. Greenhouse-style containers), and stitches together sink-scope extraction, feedback-driven fuzzing, and request-to-trace attribution before handing traces to an LLM for taint-to-PoC analysis.

github.comrepoAdded 26 Sep 2026🛡️ Security

Agent Threat Rules (ATR) is an open, versioned YAML rule format (ATR-YYYY-NNNNN scheme) for detecting AI-agent runtime threats — prompt injection, tool-poisoning, malicious SKILL.md content, and MCP exchange abuse — evaluated by a reference TypeScript engine (with a Python wrapper) shipped as an npm/pip package, CLI, GitHub Action, and Docker scanner with SARIF output. The project positions itself as "Sigma for agent threats," maps rules to OWASP Agentic/LLM Top 10, MITRE ATLAS, and NIST AI RMF, and publishes an extensive (and unusually self-critical) benchmark suite against corpora like garak, PromptBench, and PromptInject, including documented harness bugs and withdrawn recall figures.

github.comrepoAdded 26 Sep 2026🛡️ Security

mcp-audit-tool is a dependency-light Python CLI that statically scans Claude Desktop, Cursor, Windsurf, Cline, Zed, and VS Code MCP configuration files for security issues, including hardcoded secrets, unpinned/rug-pull packages, pipe-to-shell installers, tool-poisoning via hidden instructions in tool descriptions, filesystem servers rooted at '/', and unauthenticated plaintext HTTP MCP endpoints. It auto-discovers configs across macOS/Linux/Windows, produces a security score/grade plus SARIF 2.1.0 output for GitHub Code Scanning, and is built around the OWASP MCP Top 10 categories with a CI/CD example that fails builds on severity thresholds. The roadmap adds live server probing over stdio/SSE for runtime rug-pull detection and an ML-based prompt-injection classifier for tool descriptions.

github.comrepoPublished and added 26 Sep 2026🛡️ Security

AX is Google's declarative orchestrator for running large numbers of autonomous agent workloads on Kubernetes, built on top of "Agent Substrate" for sandboxed execution. Agents are declared via YAML manifests (Task, Workspace, Model) similar to kubectl, and applied with an `ax` CLI that supports apply/get/watch/ssh/suspend/resume, treating agent runs as a distinct workload type distinct from stateless services or batch jobs.

github.comrepoAdded 26 Sep 2026🧠 AI

Claude Code Templates (aitmpl.com) is an open-source npx CLI and template catalog offering 100+ ready-to-use agents, slash commands, hooks, settings, skills and MCP server integrations for Anthropic's Claude Code, aggregating contributions from Anthropic's official skills repo, K-Dense-AI's scientific skills, and various community projects (superpowers, wshobson/agents, awesome-claude-code, etc.). Beyond the template catalog it ships real-time analytics for monitoring Claude Code sessions, a mobile chat viewer with Cloudflare Tunnel support, a health-check diagnostic, and a plugin/marketplace manager, making it a practical operational toolkit for customizing and running Claude Code.

github.comrepoAdded 2 Oct 2026, published 25 Sep 2026🧠 AI

Simreal-MLBench is the open, minimal slice of ML Benchmark, a verifiable evaluation environment for machine learning research agents, covering 60 tasks across tabular learning, forecasting, vision, language, audio, multimodal and structured scientific data. It splits an open, Apache-2.0 layer (task definitions, scoring rule, verification tooling) from a commercial operated layer (SimReal's sandboxed runtime, gateway, submission broker and official scoring), scores tasks as 100xp^2 against a frozen reference leaderboard, enforces a source-blind two-submission protocol, and provides full provenance for every published number. It is positioned as an alternative to MLE-bench with a distinct task selection, resource protocol, and scoring scheme, aimed at supporting RLVR and agent self-improvement research.

github.comrepoAdded 26 Sep 2026, published 21 Sep 2026🧠 AI

ZCode is an AI programming workbench (from zai-org) providing a desktop Electron app, a browser-based Web UI, and a terminal Agent CLI and TUI, all backed by a shared backend and Agent runtime. The repo includes build and dev scripts for bootstrapping the monorepo, running desktop and web dev modes, and packaging a unified zcode CLI binary that can launch either a TUI or a local web server hosting the same agent backend.

github.comrepoAdded 26 Sep 2026, published 20 Sep 2026🧠 AI

A community-maintained GitHub list cataloging "decision models" (also called System One models): small/fast models that take a state plus caller-declared questions (Noul/true-false, Choice/multi-option, Score/rubric) and return a probability per answer in one forward pass, rather than generating text. It tracks the originating TypeSafe AI Jev model and its /v1/systemone API alongside competing hosted models (Upstage Solar Decide, Liquid AI's d1, OpenAI's Decisions API, Inception's Mercury Decide, Respan's Span-01), dozens of open-weight fine-tunes (Cloudflare's Clef, Perplexity's pplx-decider, AWS Strands Decider, Together AI's Tev1, and many Qwen3.5-based community models), zero-training logit-reading approaches, local runtimes (Ollama, Ollaya, llama.cpp-based servers), SDKs across a dozen languages, and a very long list of agent/coding-tool/MCP integrations (browser agents, code review, routing, game-playing demos) that use these models for fast, typed, in-the-loop decisions. The page is truncated at 40k of ~51k characters, so later sections (further toys, demos, and possibly benchmarks) are not reflected here.

github.comrepoAdded 2 Oct 2026, published 17 Sep 2026🧠 AI

OpenHunterAI is a self-hosted, alpha-stage AI red-teaming workspace that applies attacker-style reasoning to web, API, and LLM application security testing against verified, in-scope public targets. It runs locally via Docker/Node.js, orchestrates bounded testing (scope lock → surface mapping → baseline → hypothesis testing → evidence gating → report/retest) through Go workers over NATS, and ships adapters for browser inspection, OWASP ZAP, and Nuclei, with separate OpenHack and Strix runtime integrations and an agent skill for Claude Code/Codex/Gemini CLI/Grok.

github.comrepoAdded 22 Sep 2026, published 15 Sep 2026🛡️ Security

A community-maintained catalog of Model Context Protocol servers connecting AI assistants to Swedish data, laws and services (e.g. Fortnox, Bokio, BolagsAPI, ICA), forked/adapted from the France and Italia MCP Servers projects. Each entry is checked against canonical documentation, tracks license/credential requirements, and includes a runtime smoke-test report (protocol/tool call attempts, credential blockers, failures) plus a six-criterion documentation-readiness rubric, published as a static JSON/HTML site.

github.comrepoAdded 26 Sep 2026, published 14 Sep 2026🧠 AI

Cortico is an open-source agent harness built around an event stream, designed for autonomous, continuously running agents that handle mixed real-time input across chat platforms, live games, and even physical environments. It provides modular LLM provider components (via an internal Responses protocol), unconstrained context/memory management, an isolated extension system called Cortico World, and a WebUI, with a companion AI-assisted extension creator (Cortina) that lets non-developers build extensions through conversation. A reference use case is cortico-world-vtuber, which drives a Live2D model via VTube Studio with streaming TTS and OBS overlay integration.

github.comrepoAdded 26 Sep 2026, published 13 Sep 2026🧠 AI

vet is an open-source CLI (from SafeDep) that scans package manifests, SBOMs, container images, and source repos across npm, PyPI, Maven, Go, RubyGems, Cargo, and Packagist to surface vulnerabilities, malicious packages, and license/quality issues. It cuts through CVE noise by analyzing actual code-usage evidence, queries SafeDep Cloud's threat-intelligence database for real-time malware detection (e.g. flagged packages like express-cookie-parser, eslint-config-airbnb-compat), and lets teams enforce security/license/OpenSSF-Scorecard policies as CEL expressions in CI/CD via SARIF/JSON/Markdown reporting.

github.comrepoPublished and added 7 Sep 2026🛡️ Security

crypto-rag is an Indonesian-language CLI crypto assistant that pairs a static knowledge-base RAG pipeline with live market data tool calls, built on the principle that volatile numbers (price, funding rate, TVL, sentiment) must never be embedded in the vector store since they go stale instantly. It implements hybrid retrieval (BM25 keyword search + FAISS dense embeddings fused via Reciprocal Rank Fusion) over a 146-topic knowledge corpus, an optional cross-encoder reranker, and an intent router that dispatches price/derivatives/on-chain/sentiment queries to live sources (Binance, DefiLlama, Fear & Greed Index) versus concept questions to the corpus. A tool-calling agent handles multi-step queries, and an OpenAI-compatible LLM synthesis layer (works with StepFun, OpenAI, Groq, LM Studio, Ollama) grounds answers with citations and falls back to extractive answers when no LLM is configured.

github.comrepoAdded 2 Oct 2026, published 5 Sep 2026🧠 AI

ffmpeg-skill is an Agent Skill (SKILL.md plus 42 stdlib-only Python tools) that lets Claude Code, Cursor, Codex and other agents edit video and audio with local ffmpeg/ffprobe. It enforces a probe → edit losslessly → check → verify workflow, and every tool takes --dry-run, --json and --plan. A machine-readable contract, whose input schemas are derived at run time from each script's argparse parser (the author's "SPEC" pattern), drives an MCP server that lists a core 12 tools by default. The repo also ships per-platform render templates, a doctor capability check, a test suite and evals. It is useful as a worked example of a deterministic, verifiable skill/tool layer in which the agent supplies judgement and the tools do the work.

github.comrepoAdded 16 Oct 2026, published 3 Sep 2026🧠 AI

A curated, CC0-licensed GitHub list cataloguing open-source AI agent platforms across five categories: persistent AI coworkers (Agent Zero, Agenta, LibreChat, LobeChat, Open WebUI, OpenClaw), developer agent frameworks (CrewAI, LangGraph, LlamaIndex, Haystack, Langflow, Letta, Agno, Pydantic AI, OpenAI Agents SDK), workflow/automation runtimes (n8n, Temporal, Prefect, Dagster, Apache Airflow, Windmill), browser agents (Browser Use, Skyvern), and coding agents (Aider, Cline, Goose, OpenHands, Open Interpreter). Each entry states a factual one-line description plus its license and hosting model, with selection criteria requiring an active repo, a usable product, and verifiable licensing — companion comparison table hosted at aiagentplatforms.dev.

github.comrepoAdded 30 Sep 2026, published 2 Sep 2026🧠 AI

choirboy-prompt is a cross-runtime agent-memory plugin that loads project lore, research indexes, and validated dossiers into agent sessions via SessionStart hooks (Claude Code, Codex) or full plain-text payloads (Kimi, OpenCode, Hermes), so new conversations continue from established project history instead of starting cold. It handles installation across multiple agent apps, migration of project artifacts between checkout locations, and includes a build/verify pipeline (build-context.py, test.sh) for authoring canonical lore files like prompt.md, user.md, and lore.md.

github.comrepoAdded 22 Sep 2026, published 31 Aug 2026🧠 AI

CrystalPotato is a Crystal-language port of GodPotato, a Windows local privilege escalation tool that abuses the DCOM OXID Resolver and named pipe impersonation to escalate from an account with SeImpersonatePrivilege to SYSTEM. It resolves Windows APIs dynamically, invokes them via indirect syscall stubs, XOR-obfuscates strings at compile time, and can execute commands, spawn reverse shells, or create a local admin account. Compiles to a single dependency-free static binary and was tested on Windows 10, 11, and Server 2025.

github.comrepoPublished and added 27 Aug 2026🛡️ Security

Cyberful is an AI red-team CLI that orchestrates 316 cybersecurity tools (203 CLI apps/commands including Nmap, Metasploit, Nuclei, plus ZAP and Ghidra) through a multi-agent system: hypothesis workers map attack surfaces and test exploit paths, while a deterministic control plane enforces engagement scope, preserves evidence, and only surfaces independently reproduced vulnerabilities. Built for authorized penetration testing, code audits, and bug bounty hunting; ships a hardened agent-controlled browser, Docker-based runtime, offline MITRE ATT&CK snapshot, and CVE dictionary.

github.comrepoPublished and added 25 Aug 2026🛡️ Security

Archcanary is a read-only, layered detection scanner for Arch Linux (and derivatives like EndeavourOS/Manjaro) that checks installed packages, pacman logs, systemd units, eBPF programs, ld.so.preload, DKMS kernel modules, and npm/bun/yarn/pnpm caches against curated and third-party (aur-audit.wtako.net) threat lists. It was built in direct response to a 2026 AUR supply-chain attack in which commit forgery was used to impersonate maintainers and inject npm/bun install hooks delivering an infostealer (Discord tokens, GitHub PATs, SSH keys, Vault tokens) and a CAP_BPF eBPF rootkit into 1600+ PKGBUILDs, plus a separate Russian-spam PKGBUILD injection campaign. It integrates with yay/paru pre-build hooks, systemd timers, auditd, and Lynis, and originated as a fork/expansion of lenucksi/aur-malware-check.

github.comrepoPublished and added 21 Aug 2026🛡️ Security

A structured collection of 50+ notes taking a low-privileged Linux foothold to root, covering sudo/SUID misconfigurations, GTFOBins and LD_PRELOAD abuse, the Baron Samedit sudo bug, Linux capabilities, cron/systemd-timer abuse, kernel exploits (DirtyCow, DirtyPipe, OverlayFS, PwnKit), NFS no_root_squash, Docker/LXD namespace escapes, screen/tmux and D-Bus IPC abuse, and credential mining. Each note follows a concept-to-exploitation-to-detection-to-defense format and the repo includes a methodology checklist, hardening guide, two guided labs with a lab-setup script, and skills assessments, published for authorized lab/CTF use under CC BY 4.0.

github.comrepoAdded 2 Oct 2026, published 19 Aug 2026🛡️ Security

agy-staff is a plugin that lets Claude Code, Codex, Pi and OpenCode delegate work to Google's Antigravity CLI (agy), which runs Gemini 3.8 Flash. It provides five personas (staffer, researcher, reviewer, implementer, ask), a lead orchestration skill and a jobs skill for background tasks. Its Bench v1 compared solo, own-subagent and agy runs on three benchmarks: agy cut Claude Code's host spend by 16% to 50% but raised median task time from 2 to 8 minutes to 13 to 26 minutes.

github.comrepoAdded 20 Oct 2026, published 18 Aug 2026🧠 AI

Cumora is a cross-platform team-chat application where AI agents sit alongside humans as first-class participants — holding persistent personas and memory, claiming Kanban work, coordinating with each other, and sending real email — rather than only responding when addressed. Agents can run on Cumora's cloud (per-agent Kubernetes pods driving a multi-hop tool-calling loop over the OpenAI Responses API) or in "Bring Your Own Agent" mode, pairing a local Mac/VPS daemon with an existing coding-agent backend (Claude Code, Codex, Cursor Agent, Gemini CLI, OpenCode, Qwen Code, Google Antigravity, etc.) while keeping provider keys off the server. The repo documents a concrete coordination design — a seen-cursor freshness gate that holds stale replies, atomic claims on units of work, a small-brain triage gate, and a transactional Postgres outbox for realtime fan-out — making it a useful reference for building multi-agent systems that avoid agents colliding on shared work.

github.comrepoAdded 30 Sep 2026, published 17 Aug 2026🧠 AI

security-agent-skills is a repository of 194 portable, tool-agnostic security-testing skills for Claude Code and other agent runtimes that follow the Agent Skills format. Skills encode methodology (enumerate the full taxonomy, rank as triage, treat a lead as a fact not a verdict) across white-box bug hunting, AI-agent red-teaming, cloud and Kubernetes trust, web injection, Windows/AD, mobile, web3 and identity. Each skill opens with a scope check, and findings share one schema. Installs via the Claude Code plugin marketplace or by copying a skill directory.

github.comrepoAdded 2 Nov 2026, published 16 Aug 2026🛡️ Security

security-agent-skills is an MIT-licensed collection of 194 security-testing skills for Claude Code and other runtimes that follow the Agent Skills format. Each skill is a directory with a SKILL.md playbook that names the capability a step needs, not a product, and all skills emit findings in one shared schema. It installs through the Claude Code plugin marketplace or by copying single directories. The page gives no benchmarks or evidence of how reliably skills trigger.

github.comrepoAdded 2 Nov 2026, published 16 Aug 2026🧠 AI

A Python proof-of-concept (CVE-2026-9830) that validates an unauthenticated REST API exposure in the BookingPress Pro WordPress plugin, where unauthenticated requests to a booking endpoint can return customer PII such as names, emails, phone numbers, and booking details. The script supports non-invasive checking, proxy/timeout/user-agent configuration, booking ID and date filtering, and optional saving of retrieved responses, alongside guidance for responsible use and remediation (patching, enforcing auth/capability checks on REST routes, log review, and incident response).

github.comrepoAdded 2 Oct 2026, published 15 Aug 2026🛡️ Security

ITScape is a guest-to-host escape exploit (CVE-2026-46316) against KVM/arm64, discovered by Hyunwoo Kim (@v4bel), exploiting a race condition in the vGIC-ITS (Interrupt Translation Service) emulation inside the Linux kernel's in-kernel KVM code rather than QEMU userspace. A malicious guest with only EL1 (guest kernel) privilege can trigger the bug via GIC/ITS MMIO to gain host kernel (root) code execution, threatening isolation on multi-tenant arm64 public clouds; the repo includes a reproducible PoC built on the Linux kvm selftest framework and QEMU TCG for safe testing, plus patch/version range and disclosure timeline.

github.comrepoPublished and added 15 Aug 2026🛡️ Security

Nothing Private is a PHP/MySQL proof-of-concept that uses the ClientJS browser-fingerprinting library to generate a persistent device fingerprint from attributes like user agent, screen resolution, plugin list, font list, timezone, and canvas print, storing it alongside a user-submitted name. It demonstrates that the same fingerprint (and thus identity) can be matched even after switching to private/incognito mode, showing that clearing history does not prevent server-side tracking via fingerprinting.

github.comrepoAdded 3 Sep 2026, published 14 Aug 2026🛡️ Security

Soup is a CLI tool for fine-tuning and post-training LLMs with a single YAML config and one command, wrapping transformers/PEFT/TRL/MLX backends with auto batch-size/GPU detection and QLoRA support. Its notable technical contribution is "layer streaming," which trains an 8B model on a 4GB laptop GPU by streaming the frozen base model from host RAM one decoder layer at a time, verified bit-exact against resident runs and documented in an accompanying Zenodo preprint with detailed benchmark data including failures and retracted claims.

github.comrepoAdded 22 Sep 2026, published 14 Aug 2026🧠 AI

REVLab is a Windows-local binary analysis workbench for PE files, Unreal Engine dumps and Unity game folders. Its graph workflow engine runs LLM analysis nodes as tool-calling operators: up to 6 tool rounds by default, a target path locked by the workflow, a saved tool_trace, and a read-only fallback when the gateway lacks tools support. Evidence is labelled static, runtime, inferred or blocked, and model output is capped at ai_inferred. An MCP server lets external agents read evidence and submit conclusions.

github.comrepoAdded 23 Oct 2026, published 11 Aug 2026🧠 AI

REVLab is a local Windows binary analysis workbench covering generic PE files, Unreal Engine dumps and Unity game directories. It splits work into stages (identify, unpack, disassemble with Capstone, decompile with Ghidra Headless, gated local dynamic run) stored per sample in SQLite. A Vue Flow workflow editor, AI tool-loop nodes and an MCP server let external agents drive analysis, with evidence labelled static, runtime, inferred or blocked.

github.comrepoAdded 23 Oct 2026, published 11 Aug 2026🛡️ Security

GitHub repo (sgkdev/bad_garbage) containing a proof-of-concept exploit for CVE-2026-53361, an unprivileged, container-escapable use-after-free in the Linux AF_UNIX socket garbage collector. The bug stems from a race where a concurrent MSG_PEEK on an in-flight socket slips past the gc_in_progress check, letting the GC free a still-referenced socket; the same underlying race has been patched three separate times (CVE-2021-0920, CVE-2026-23394, CVE-2026-53361). The PoC targets systems with 2–7 CPUs and notes that most SLUB cache-armoring/shadowing code was stripped out, leaving occasional collisions in kmalloc-64/anon_vma caches that a user would need to re-armor for near-100% reliability.

github.comrepoAdded 2 Oct 2026, published 10 Aug 2026🛡️ Security

unlazy is an agent skill for Claude Code, Codex CLI and other agent harnesses that enforces "completion discipline": before AI-agent work is reported done, it must satisfy a ledger of runnable gates (GATES.md) whose shell/Node checks are executed and whose output must match a declared EXPECT: string, with digest-bound evidence, approval records, and --reverify to re-run already-"complete" gates. It also provides scoped multi-leaf/branch orchestration with lease-based claiming for parallel agent dispatch, a Claude Code Stop-hook that blocks premature completion, and documentation of the threat model (shell resolution, PATH, approval storage) around executing arbitrary checker commands. The README grounds the design in cited research on LLM laziness, premature truncation, and over/under-thinking (e.g. METR's Time Horizon, SlopCodeBench, OptimalThinkingBench, s1), while being explicit that this research motivates but does not prove the tool's effectiveness.

github.comrepoAdded 2 Oct 2026, published 9 Aug 2026🧠 AI

SiberKapan is a Turkey-focused, community-driven open-source threat intelligence platform that aggregates data from FortiGate webhooks, an 11-service honeypot (HoneypotKapan), nginx/Fail2ban log watchers, and external feeds, publishing it as STIX 2.1/TAXII 2.1, a MISP default feed, Sigma/Suricata/Wazuh exports, and REST blocklists. It also runs a real-time phishing/domain-squatting detector via Certificate Transparency log monitoring with fuzzy typosquat and Punycode/IDN decoding, and safely fingerprints SSH-honeypot malware downloads with SSRF-protected, never-executed hashing enriched via MalwareBazaar. The write-up details concrete anti-abuse safeguards: time-based IP score decay, CDN/cloud-proxy allowlisting, UDP-spoofing exclusion, RFC1918 rejection, and manual review gating for weak phishing signals.

github.comrepoPublished and added 8 Aug 2026🛡️ Security

Frieren DAST-AI is an open-source dynamic application security testing tool combining an HTTPS MITM proxy with a real-time dashboard and LLM-driven multi-agent active scanner. A YAML-based passive rule engine (62 rules covering headers, cookies, CORS, secrets, error pages, LLM endpoint detection, and Blazor-specific checks) flags issues on every intercepted response, while an LLM planner dispatches parallel VulnAgents (xss, sqli, ssrf, file_read, auth_bypass, secrets, discovery, llm_injection, business_logic, blazor) per endpoint, with an LLM validator confirming findings and adaptive WAF-bypass payload mutation.

github.comrepoPublished and added 5 Aug 2026🛡️ Security

A 10-week, 30-minutes-a-day roadmap (GitHub repo "time-to-first-token") that walks engineers through building one continuously-evolving OpenAI-compatible inference service rather than disconnected tutorials: standing up vLLM and SGLang, reading the PagedAttention/RadixAttention source, instrumenting Grafana dashboards for TTFT/inter-token latency/throughput/queue depth, load-testing past 1000 concurrent requests with GuideLLM, benchmarking FP8/INT4/AWQ quantization and speculative decoding, configuring KV cache eviction, deploying prefill/decode disaggregation on Kubernetes, and building a cost/latency/quality router. It closes with a checklist of common public-benchmark mistakes (sweep request rate, report p50/p95/p99, separate TTFT from inter-token latency, pin versions) and pointers to Stanford CS336, MIT EfficientML.ai, vLLM Office Hours, and GPU MODE for further study.

github.comrepoAdded 2 Oct 2026, published 2 Aug 2026🧠 AI

Damn Vulnerable DeFi is a Foundry-based Solidity smart contract security playground featuring intentionally vulnerable challenges around flashloans, price oracles, governance, NFTs, DEXs, lending pools, smart contract wallets, timelocks, vaults, meta-transactions, and upgradeability. Each challenge presents a prompt and vulnerable contracts; solvers write a Foundry test exploiting the flaw to drain funds or bypass restrictions, making it a benchmark for both human auditors and automated security tooling.

github.comrepoPublished and added 31 Jul 2026🛡️ Security

Slither, developed by Trail of Bits, is a Python3-based static analysis framework for Solidity and Vyper smart contracts that runs a suite of vulnerability detectors, visualizes contract internals via 'printers', and exposes an API for writing custom analyses using its SlithIR intermediate representation. It integrates into Hardhat/Foundry/Brownie builds and CI (including GitHub code scanning), claims 99.9% parse coverage of public Solidity code and sub-second average analysis time per contract, and ships companion tools like slither-check-upgradeability, slither-prop, and slither-read-storage.

github.comrepoPublished and added 31 Jul 2026🛡️ Security

Desic Terminal is an open-source (MIT) Windows/macOS desktop app for OKX USDT perpetuals trading that bundles an AI trading assistant, AI-gated automated trading, and Python strategy backtesting on a shared real-time state and audit trail. Its notable AI-architecture contribution is a layered permission model where code, not prompts, decides what the agent can do: an AI Sidecar exposes only a scoped, often read-only tool set (e.g. radar.* tools reading a local SQLite market snapshot), delegated sub-agents are always read-only, risk-increasing actions fail closed on uncertain results, and executions use idempotent keys reconciled against exchange state before any retry. It also supports delegating requests to local Codex CLI or Claude Code instead of a hosted model API key, and ships a separate companion MCP server ("Desic OKX Agent") for giving coding agents direct OKX market/account/trading tool access.

github.comrepoAdded 8 Oct 2026, published 31 Jul 2026🧠 AI

Multi-Agent CAD (MAC) is a LangGraph-orchestrated multi-agent system that turns natural-language design briefs into editable engineering geometry (STEP/STL/GLB), decomposing mechanisms into separately generated, mated, and QA-validated parts and exporting URDF for robotics/physics simulation. It extends an earlier single-part Text-to-CAD workflow (~1,000 GitHub stars) with visual verification, an independent Judge agent, and an experimental assembly pipeline, reporting on a 10-prompt/141-feature benchmark that it matches a reproduced "CAD Skills" baseline's pass rate (140/141) while using tens-of-times fewer tokens and lower cost under Qwen-based configurations.

github.comrepoAdded 30 Sep 2026, published 30 Jul 2026🧠 AI

Ripwire is an offline, single-binary CLI (with optional MCP server) that indexes a repository to give coding agents a ranked, deterministic call graph, task-oriented context bundles (--for, --pack-task), and edit-time checks (--edit-check, --quality-delta, --test-gate) that flag blast radius, contract breakage, and code-quality regressions. It installs skills for Claude Code, Codex, Cursor, Windsurf, Gemini, opencode and aider, and ships extensive self-published benchmarks (docs/EVALS.md, LocBench-style head-to-head comparisons against graph-database MCP servers like codebase-memory-mcp, repowise, graphify and aider) claiming large token and latency savings plus higher file@10 retrieval accuracy. The README includes a detailed field report on using it across a ~20-agent, ~1,500-file C++/Metal orchestration engagement.

github.comrepoAdded 2 Oct 2026, published 29 Jul 2026🧠 AI

VMPStaticUnpacker is a Python tool that statically unpacks VMProtect-protected Windows PE binaries without executing them, supporting both the legacy plaintext PACKER_INFO metadata format and the compact rotating-XOR format seen in VMProtect 3.9.5 PE32+ samples. It recovers the destination key by XORing the encoded destination with the first packed section's RVA and rolling the key with ROL32(key,7), then validates candidate tables and LZMA streams before rebuilding a memory-image PE for static analysis. It does not devirtualize protected code, recover the original entry point, strip the VMProtect runtime, or fix imports.

github.comrepoAdded 2 Oct 2026, published 29 Jul 2026🛡️ Security

recons101x (shodan_reconsx) is a passive-by-default Python CLI that enumerates hostnames published to certificate transparency logs via ctl.shodan.io, requiring no Shodan API key. It supports optional active features — DNS resolution, TCP/HTTP reachability probing on ports 443/80, bounded live scans, and certificate metadata enrichment — with status states (DNS_ONLY, TCP_REACHABLE, HTTP_REACHABLE, STALE), JSON/TXT output, and safeguards like --max-time, --active-only, and explicit warnings to only scan authorized domains.

github.comrepoAdded 30 Sep 2026, published 29 Jul 2026🛡️ Security

SingGuard-NSFA is an open-source guardrail framework (released as 0.8B/2B/4B/9B model checkpoints) that targets operational threats in LLM agents—prompt injection, sensitive-info extraction, malicious code requests, tool misuse, and resource exhaustion—rather than just content-safety issues. It's built on a CIA-triad-grounded taxonomy of 185 risk variants across 7 domains (cross-validated against OWASP guidelines) and a 133-language benchmark with 93K+ samples, offering both generative chain-of-thought auditing and ~50ms real-time classification heads. It beats Llama Guard 3, WildGuard, and GPT-5.1 by 6-12 F1 points on multilingual benchmarks, and can also be plugged into Llama Guard 3 as a lightweight enhancement (+17.6 F1).

github.comrepoPublished and added 19 Jul 2026🛡️ Security

VulnHunter is Capital One's open-source agentic AI vulnerability scanner built as a set of Claude Code skills (/vulnhunt, /vulnhunter-fix, /vulnhunt-fix-verify) that runs on Claude Opus. Instead of pattern-matching like traditional SAST, it does attacker-first forward analysis from entry points, runs a "falsification engine" to discard unexploitable findings, and generates evidence-backed remediation patches; it also ships a headless agent runtime and a benchmarking harness tested against OWASP NodeGoat, Juice Shop, and WebGoat.

github.comrepoAdded 19 Jul 2026🛡️ Security

A curated, verified awesome-list of AI-powered tools for smart contract and blockchain security, covering autonomous auditor agents (Hound, Plamen, Aether, SolidityGuard), commercial AI audit platforms (Sherlock AI, Cantina Apex, Zellic V12, Nethermind AuditAgent), MCP-based auditing plugins (Trail of Bits Skills, Claudit, Slither MCP, Solodit MCP Server), real-time on-chain ML monitoring (Forta Network, AnChain.AI), and benchmark/training datasets (EVMbench, SCONE-bench, ScaBench, SmartBugs). Every entry requires a real AI/ML/LLM component plus a specific Web3 security focus, with open-source entries needing 25+ GitHub stars, positioning it as a practical index for the emerging AI-driven smart-contract-audit tooling ecosystem.

github.comrepoAdded 3 Sep 2026, published 18 Jul 2026🛡️ Security

jit is a macOS (Apple Silicon) tool that moves plaintext secrets from .env files, ~/.aws/credentials, shell exports, .npmrc, and MCP configs into a Touch ID-gated local encrypted vault, leaving decoy files on disk and injecting real values only into the specific process that requests them via execve, native credential-helper protocols (AWS credential_process, docker/git credential helpers), or ephemeral named-pipe (FIFO) mounts. It adds per-process consent prompts naming the requesting tool/agent, time-bounded "process grants" for unattended AI agents (e.g. Claude, Codex) to use credentials overnight, and a durable audit log of every credential read, unlock, and denial. It explicitly targets the risk that AI coding agents and CLIs run with full user permissions and can read plaintext secrets, treating agent MCP configs and wrapped AI CLIs as first-class.

github.comrepoPublished and added 18 Jul 2026🛡️ Security

NPC-Forge is a framework for building deterministic, non-ML conversational NPCs/agents with multi-turn context, sentiment analysis, and tool-call support, designed to run on CPU even on embedded or obsolete hardware. It ships with an OpenAI-compatible API server so its deterministic agents can be plugged into LLM harnesses like Open WebUI or GitHub Copilot, and includes TERMy, a bundled NPC that transpiles natural-language prompts or scripts into shell commands without using any model. Agents are defined and updated via a dataset format (NDF) rather than trained, with a CLI (npc-forge list/serve/install/reboot) for managing and running them; currently an experimental Linux/WSL-only release under AGPL-3.0.

github.comrepoAdded 30 Sep 2026, published 18 Jul 2026🧠 AI

k8s-aibom is a Kubernetes controller from GoogleCloudPlatform that generates CycloneDX 1.6 ML-BOM documents at runtime for AI workloads — inference services (vLLM, TGI, Triton, Ollama), agent stacks (LangChain, AutoGen, CrewAI), RAG/vector DB infrastructure (Milvus, Qdrant, Weaviate), and training/eval jobs — by watching Kubernetes API objects with no privileged access. Each BOM attribute carries a declared/inferred/unresolved confidence flag and evidence locator, and the project positions its output as auditor-traceable evidence for EU AI Act Article 12/50, NIST AI RMF, and ISO/IEC 42001 compliance, with redaction filters, immutable GCS write-once sinks, and Sigstore-signed release attestations.

github.comrepoPublished and added 18 Jul 2026🛡️ Security

TurboFieldfare is a custom Swift + Metal inference runtime that runs the instruction-tuned Gemma 4 26B-A4B mixture-of-experts model on Apple Silicon Macs with as little as 8 GB of RAM. Rather than loading the full 14.3 GB model into memory, it keeps a 1.35 GB shared core and FP16 KV cache resident and streams only the per-token routed experts from SSD via a bounded 16-slot LFU expert cache, using 4-bit MLX-style affine quantization and custom Metal kernels for GEMV, attention, MoE, RoPE and sampling. It ships a native Mac app, CLI, and a loopback OpenAI-compatible server with function-tool support, plus an optional vision-tower companion pack for image input on M2+ Macs, and documents 103 benchmarked experiments behind its design choices.

github.comrepoAdded 2 Oct 2026, published 17 Jul 2026🧠 AI

r0dump ports the FART active-invocation dumping technique into the Android 16 / ART runtime, hooking DEX registration, class loading and method dispatch directly inside ART to force packed apps to decrypt their code at runtime. It also captures DEX loaded via InMemoryDexClassLoader, reconstructs shifted ID tables back into standard DEX files, and recomputes Adler-32/SHA-1 checksums, with a companion "R0dump Manager" app (including an ADB-driven MCP bridge) for target selection, repair and ZIP export of dumped samples for inspection in JADX/dexdump. The reference build targets a OnePlus 9 running LineageOS 23.2 with test-keys, and the project ships git-format-patch sets for porting to other Android 16 devices.

github.comrepoAdded 2 Oct 2026, published 17 Jul 2026🛡️ Security

HOL Guard is an open-source local "antivirus" runtime protection layer for AI coding agents that intercepts shell commands, file access, package installs, and MCP tool calls before execution, classifying them for secret exposure, destructive operations, prompt injection, and supply-chain risk, then allowing/blocking/requesting approval per policy. It integrates via native hooks and managed MCP proxies with Codex, Claude Code, GitHub Copilot CLI, Cursor, Cline, Gemini CLI, Grok, and other agents, and includes a supply-chain package/advisory checker (hol-guard supply-chain scan/explain). The repo also bundles plugin-scanner, a companion CLI/GitHub Action that lints and scores agent plugins, skills, and MCP integrations for manifest issues, secrets, MCP transport risks, and dependency/lockfile problems, producing SARIF/JSON reports for CI gating.

github.comrepoPublished and added 15 Jul 2026🛡️ Security

Purple Llama is Meta's umbrella repo of tools and evals for building safely with generative AI, bundling Llama Guard (input/output content moderation fine-tuned on Llama 3.1/3.2), Prompt Guard (detects prompt injection and jailbreak attempts), Code Shield (inference-time filtering of insecure LLM-generated code and code-interpreter abuse prevention), and the CyberSec Eval benchmark suite (CWE/MITRE ATT&CK-based tests now spanning insecure code generation, offensive cyber capability, spear-phishing, and visual prompt injection). It matters as one of the first industry-wide, MIT-licensed benchmark and safeguard sets specifically for LLM cybersecurity risk.

github.comrepoPublished and added 14 Jul 2026🛡️ Security

AgentAegis is a five-layer, defense-in-depth runtime security plugin for OpenClaw-style LLM agents, built by Ant Group and accompanying their arXiv paper "Taming OpenClaw." It hooks into nine agent lifecycle stages to defend against skill poisoning, memory/context contamination, intent misalignment, malicious tool execution, and secret exfiltration, with a configurable enforce/observe/off policy model, protected-asset lists, and a token-gated local WebUI for monitoring and control.

github.comrepoPublished and added 11 Jul 2026🛡️ Security

loop.js is a TypeScript framework for "loop engineering": you define a goal and a verification bar, and the engine runs an agent through repeated Rounds (Execute → Handoff → Verify → Persist) with fresh context each round, memory read back from disk, until a separate skeptical judge agent rules the goal met, gives up, or a budget guard (rounds/usd/timeout) fires. It ships a CLI (`loop run`, `loop status`, `loop cron`) for one-off runs or scheduled/recurring loops (local or deployed to Modal), a typed async-iterable event stream for embedding in products, and runs its worker/judge agents on the Claude Agent SDK. It's positioned against bare `while(true)` agent loops and Claude Code's own `/loop` command, aiming at loops that outlive a terminal session — cron-triggered chores, financial-trade auditing, or long-running builds — where "done" must be judged by an agent the worker can't influence.

github.comrepoAdded 30 Sep 2026, published 10 Jul 2026🧠 AI

Graft (npm package @nanonets/graft) builds a local, regenerable code graph from a repo — markdown nodes summarizing subsystems plus a per-symbol tree-sitter wiring graph — and wires it into coding agents like Claude Code, Codex, Cursor and Gemini so they no longer re-explore the codebase from scratch every session. It ships an MCP server, CLI commands (ask/grep/callers/skeleton/map/blast/viz), and Claude Code-specific hooks (statusline, blast-radius warnings, auto-resync). The project reports its own benchmarks: a 162-run internal harness and a 50-instance SWE-bench Verified comparison where graft-augmented Claude Sonnet 5 resolved 33/50 instances vs. 27/50 for cold Claude Code, with fewer tool calls, tokens and wall-clock time.

github.comrepoAdded 30 Sep 2026, published 3 Jul 2026🧠 AI

Pentest Swarm AI is an open-source (AGPL-3.0), self-hosted CLI tool that runs dozens of LLM agents concurrently against a target, coordinating through a shared "stigmergic" blackboard rather than a fixed recon→exploit→report pipeline, so findings propagate and wake relevant agents in real time. It supports any provider with tool-calling (Claude, OpenAI-compatible endpoints, Together AI-hosted Llama/Qwen/DeepSeek/GLM, or fully local Ollama/LM Studio), ships bundled vulnerable labs (crAPI, Juice Shop, VAmPI, DVGA) for safe testing, and positions itself against the closed SaaS bug-bounty bot XBOW. It currently automates verified attack playbooks (BOLA/IDOR, mass assignment, NoSQL injection) with evidence-backed reporting, with roadmap items for runtime object-reference mining, self-correcting attacks, and on-demand specialist sub-agents.

github.comrepoPublished and added 21 Jun 2026🛡️ Security

Pipelock is an open-source (Apache 2.0 core) AI agent firewall that sits between agents and the network, mediating HTTP, WebSocket, MCP, and A2A traffic to detect secret exfiltration, prompt injection, SSRF, and MCP tool poisoning. It scans request/response bodies with a DLP engine (65 built-in patterns, checksum validation), streaming SSE inspection, and MCP tool-call chain analysis, then emits Ed25519-signed, hash-chained action receipts so decisions can be verified offline outside the agent runtime. It also offers OS-level containment (Landlock/seccomp/sandbox-exec), a kill switch, canary tokens, and integrations for Claude Code, Cursor, VS Code, OpenAI Codex, LangGraph, CrewAI, and other agent frameworks.

github.comrepoPublished and added 14 Jun 2026🛡️ Security

cicd-sensor is an open-source, eBPF-powered runtime security sensor ("EDR for CI/CD") for GitHub Actions and GitLab CI/CD that detects supply-chain attacks in-flight by watching process ancestry (e.g. credential access spawned from an npm install) and correlating signals across a job. It emits per-run logs, graphical reports, and build attestations routed to a self-hosted Manager and cloud sinks (S3, GCS, Azure Blob, Pub/Sub), positioning itself as the vendor-neutral open counterpart to commercial offerings like StepSecurity's Harden-Runner and GMO Flatt Security's Takumi Runner. Created by Hiroki Suezawa (@rung), author of the Common Threat Matrix for CI/CD Pipeline and an OWASP Top 10 CI/CD Security Risks contributor.

github.comrepoAdded 3 Sep 2026, published 4 Jun 2026🛡️ Security

AgentShield is a CLI/GitHub Action security auditor that scans a Claude Code .claude/ directory for hardcoded secrets, overly permissive Bash/tool allow rules, hook injection, risky MCP server configs, and agent prompt-injection surfaces, producing an A–F graded report with 268 rules across 15 modules. It adds runtime-confidence classification (active-runtime vs. template/docs/plugin-cache) to reduce false positives, a three-agent Claude Opus red-team/blue-team/auditor pipeline for adversarial analysis, MCP supply-chain provenance checks, SOC2/PCI/ISO compliance control mapping, SARIF output for GitHub code scanning, and tamper-evident evidence packs for CI/audit handoff.

github.comrepoAdded 30 May 2026🛡️ Security

AG Kit is an open-source Antigravity-first agent engineering toolkit that installs a `.agents/` workspace contract of rules, skills, specialist agents, workflows, persistent memory, and MCP configuration for Google's Antigravity coding-agent runtime. It ships a native PreToolUse safety hook that blocks destructive commands (root-filesystem deletion, drive formatting, raw-disk overwrites) without replacing Antigravity's own permissions or sandboxing, plus a CLI (`ag-kit init`/`update`/`rollback`) with merge-aware, backed-up updates and SemVer-versioned, drift-checked toolkit manifests.

github.comrepoAdded 22 Sep 2026, published 15 May 2026🧠 AI

A 258-item, 17-category security checklist targeting vulnerabilities that AI coding assistants (Claude, GPT, Gemini, Grok, Mistral, Copilot) commonly introduce, each item tagged with severity and a static/runtime/config detection method. Includes a companion prompt.md that turns the checklist into an automated scan runnable via Claude Code, Gemini CLI, or OpenAI Codex CLI against a local codebase, covering issues like prompt injection via user-supplied system prompts, missing auth middleware, hardcoded secrets, exposed API keys in frontend env vars, LLM-based auth decisions, unsandboxed agentic shell/filesystem access, and vector DB tenant isolation gaps.

github.comrepoAdded 3 Sep 2026, published 13 May 2026🛡️ Security

hack-skills is a GitHub repo (yaklang/hack-skills) that packages offensive security knowledge into installable "Agent Skills" — one master entry, six category entries, and 102 deep-topic SKILL.md files across 14 domains including web/API security, auth, Linux/Windows/macOS privilege escalation, Active Directory attacks, mobile, binary exploitation, reverse engineering, crypto attacks, blockchain/smart contracts, AI/LLM security, network pivoting, and forensics. It's designed for AI coding agents (installed via `npx skills add yaklang/hack-skills` or a raw SKILL.md URL) to use during authorized pentesting, bug bounty, and CTF work, and explicitly strips destructive PoCs (DROP/TRUNCATE, FLUSHALL, service shutdown/DoS) in favor of non-destructive proofs like time-based SQLi and read-only recon, while retaining RCE/webshell/reverse-shell primitives as access proofs.

github.comrepoAdded 3 Sep 2026, published 13 May 2026🛡️ Security

deepsec is an open-source, agent-powered vulnerability scanner from Vercel Labs designed for on-demand AI review of large existing codebases, using maximum-thinking-level LLMs (routed via Vercel AI Gateway or a bring-your-own OpenAI/Anthropic key) to surface long-lurking, hard-to-find bugs. It fans work across worker machines or Vercel Sandbox microVMs for parallel scanning, supports resumable/interruptible runs with cost and time caps, and exports findings as reports; its docs explicitly discuss the prompt-injection risk of running an agent with shell access over untrusted vendored code.

github.comrepoAdded 3 Sep 2026, published 13 May 2026🛡️ Security

OpenUI is a full-stack, renderer-agnostic Generative UI framework centered on OpenUI Lang, a compact streaming-first language for model-generated UI that uses up to 67% fewer tokens than JSON. It provides React runtime and headless packages, prebuilt component libraries (charts, forms, tables), prompt generation from component libraries, and integrations for LangChain/LangGraph, Vue, Svelte, and Angular, plus a CLI scaffolder and an Agent Skill for coding assistants like Claude Code and Cursor.

github.comrepoAdded 22 Sep 2026, published 12 May 2026🧠 AI

Mirage is an open-source virtual terminal and filesystem for AI agents that mounts services like S3, Slack, Redis and Gmail under one POSIX-like root and virtualizes CLIs and runtimes. It provides agent-focused security controls: allow/ask/deny profiles for commands, hide/show rules for files, a scriptable policy engine that gates every filesystem operation and session write, and credential resolution via AWS Secrets Manager, 1Password and Auth0. The goal is fine-grained control over what an AI agent can execute and see, reducing the blast radius of agent tool use.

github.comrepoAdded 3 Sep 2026, published 8 May 2026🛡️ Security

DefenseClaw is a Cisco AI Defense open-source project providing security governance for OpenClaw and other agentic AI runtimes. It combines a Python operator CLI, a Go gateway, connector hooks, policy engine, capability scanners, and observability exporters to scan agent capabilities before use, inspect runtime traffic, and export durable audit evidence — positioned explicitly as an enforcement/evidence layer, not a guarantee of risk-free agent behavior.

github.comrepoAdded 3 Sep 2026, published 7 May 2026🛡️ Security

DeepTeam is an open-source, locally-runnable red teaming framework for LLM applications, agents, and RAG pipelines, built on the DeepEval evaluation library. It simulates jailbreaking, prompt injection, and multi-turn adversarial attacks against 50+ vulnerability categories such as PII leakage, BOLA, BFLA, SQL injection, SSRF, and agentic goal theft, maps results to OWASP, NIST, MITRE, BeaverTails, and Aegis frameworks, and ships production guardrails to block the same issues at runtime.

github.comrepoPublished and added 7 May 2026🛡️ Security

NetOrbit is a terminal-based (TUI) tool that uses Scapy to asynchronously capture outbound IPv4 packets and plots them in real time onto a Braille-rendered world map using GeoIP resolution (MaxMind-compatible with IP-API fallback). It requires root for raw-socket capture, filters out local/private/multicast traffic, and shows a live panel of recent connections (IP, country, protocol, size, interface) - a lightweight terminal alternative to a network-monitoring dashboard for spotting where a machine is talking on the internet.

github.comrepoPublished and added 7 May 2026🛡️ Security

Android-Pentesting-Skill is an open-source "skill" package that turns an AI coding agent (Claude Code, OpenCode, etc.) into an Android APK security auditor. It orchestrates APKTool/JADX decompilation, MASTG-aligned Semgrep static rules, source-to-sink tracing, a Runtime Defense Analysis engine that maps detected RASP/anti-tampering protections (root detection, SSL pinning, Frida detection, SafetyNet, Approov, DexGuard, etc.) to reusable Frida bypass profiles, and CVSS 4.0/MASVS-scored professional reporting, plus smali patching/repackaging workflows for authorized lab use. It ships 37+ bundled Frida scripts, 70+ Semgrep MASTG rules, and framework-specific handling for Flutter, React Native, Cordova, and Unity apps.

github.comrepoPublished and added 7 May 2026🛡️ Security

A GitHub-hosted curated bibliography accompanying the survey "Advances and Challenges in Foundation Agents," organizing hundreds of papers across agent reasoning (CoT, ReAct, Tree/Graph of Thoughts), memory architectures (MemGPT, HippoRAG, Titans), multimodal foundation models (CLIP, LLaVA, Qwen2-VL), embodied/robotics agents (RT-1/RT-2, OpenVLA, Voyager), and alignment/RLHF techniques (DPO, SimPO, KTO, Constitutional AI). It functions as a living index into the foundation-agents research landscape, updated with new papers over time.

github.comrepoAdded 23 Sep 2026, published 7 May 2026🧠 AI

IronCurtain is a research-prototype runtime that constrains autonomous AI agents (Claude Code, Goose, or its own builtin agent) by compiling a human-written "constitution" into deterministic policy rules enforced on every MCP tool call. It treats the LLM as untrusted, mediating all filesystem/git/network/API access through a policy engine (allow/deny/escalate), a V8 isolate sandbox for its builtin agent, and a network-isolated Docker mode with a TLS-terminating MITM proxy for external agent tools. It also ships multi-agent workflow orchestration (e.g., a vulnerability-discovery pipeline with libFuzzer/AFL++ fuzzing gates) with human approval checkpoints.

github.comrepoPublished and added 7 May 2026🛡️ Security

mcpwn is a CLI security scanner for Model Context Protocol (MCP) servers, described as "nikto or nuclei, but for MCP servers." It runs checks (MCP-001 through MCP-013+) that statically analyze tool descriptions/schemas for hidden-instruction tool poisoning and, in an --aggressive mode, actively probe for prompt injection via tool output, SSRF against internal IPs/cloud metadata endpoints, command injection via shell metacharacters, cross-tool data exfiltration via canary tokens, and hardcoded secrets in resources. It supports stdio/SSE/HTTP transports, JSON/SARIF output for CI gating, and pairs with a companion runtime tool called mcp-firewall.

github.comrepoPublished and added 6 May 2026🛡️ Security

AIMap is a Bishop Fox tool that discovers publicly exposed AI/ML endpoints (MCP servers, Ollama, vLLM/LiteLLM proxies, LangServe chains, Gradio apps, ComfyUI nodes) via 32+ curated Shodan queries, fingerprints them with Nuclei templates and live HTTP probes, and computes a 0-10 risk score based on auth, tool exposure, CORS, TLS, and system-prompt leakage. It also launches protocol-specific attack suites — MCP tool abuse, Ollama model extraction, prompt injection — with real-time streaming results and a Shodan-style query search interface plus a 3D globe visualization of findings.

github.comrepoPublished and added 6 May 2026🛡️ Security