惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

S
Security Affairs
S
Schneier on Security
T
Tenable Blog
G
GRAHAM CLULEY
Latest news
Latest news
D
Darknet – Hacking Tools, Hacker News & Cyber Security
A
Arctic Wolf
I
Intezer
Cyberwarzone
Cyberwarzone
T
The Exploit Database - CXSecurity.com
T
Tailwind CSS Blog
K
Kaspersky official blog
Blog — PlanetScale
Blog — PlanetScale
C
Cyber Attacks, Cyber Crime and Cyber Security
T
Threat Research - Cisco Blogs
爱范儿
爱范儿
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
博客园 - 叶小钗
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
Recent Commits to openclaw:main
Recent Commits to openclaw:main
P
Palo Alto Networks Blog
WordPress大学
WordPress大学
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
博客园 - 司徒正美
The Cloudflare Blog
Help Net Security
Help Net Security
罗磊的独立博客
博客园 - 聂微东
Jina AI
Jina AI
Project Zero
Project Zero
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
L
LINUX DO - 最新话题
V
V2EX
人人都是产品经理
人人都是产品经理
美团技术团队
博客园 - 【当耐特】
Spread Privacy
Spread Privacy
J
Java Code Geeks
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Security Latest
Security Latest
The Last Watchdog
The Last Watchdog
Stack Overflow Blog
Stack Overflow Blog
雷峰网
雷峰网
S
Securelist
Forbes - Security
Forbes - Security
博客园 - 三生石上(FineUI控件)
Microsoft Azure Blog
Microsoft Azure Blog
P
Privacy International News Feed
宝玉的分享
宝玉的分享
C
CERT Recently Published Vulnerability Notes

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店 GitHub - EdoardoBambini/Agent-Armor-Iaga: AI agents are getting tool access — shell, file system, databases, APIs, secrets. But **nobody is governing what they actually do with it**. Frameworks like LangChain, CrewAI, AutoGen, and Claude Code give agents the power to execute. Agent Armor gives you the power to control, audit, and approve every single action before it happens. HN Vibes — Week 15, Apr 7–13 2026 GitHub - chojs23/ec: Easy terminal-native 3-way git mergetool vim-like workflow GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. GitHub - JakOb-dotcom/cloud-sandbox-security-analysis: Technical analysis and Proof of Concept (PoC) regarding environment variable exfiltration in containerized cloud sandboxes via side-channel data leaks. Springboards - Flint Alpha Show HN: A simpler coding agent harness GitHub - audiodude/sudomake-friends GitHub - 256thFission/mini-mythos: OSS clone of Anthropic’s Mythos harness to locate C/C++ memory vulnerabilities Show HN: OpenParallax: OS-level privilege separation for AI agent execution Hacker News Sorted - Chrome 应用商店 Show HN: How to Install Docker on Ubuntu 24.04 LTS: Complete 2026 Guide GitHub - himanshudongre/smriti GitHub - sverrirsig/claude-control: macOS desktop dashboard for monitoring and managing multiple Claude Code sessions GitHub - ory/dockertest: Write better integration tests! Dockertest helps you boot up ephermal docker images for your Go tests with minimal work. Chiral - Chrome 应用商店 Show HN: Two Claudes collaborating through shared memory on a $100 mini-PC GitHub - pmichaillat/latex-cv: Minimalist LaTeX template for academic CVs GitHub - oguzbilgic/posse: A web UI for Anthropic Managed Agents. GitHub - sshiraz/depsly: Dependency risk analysis tool for npm packages ABI Add safari/agent-harness — Safari browser automation via safari-mcp by achiya-automation · Pull Request #212 · HKUDS/CLI-Anything GitHub - Halfblood-Prince/trustcheck: Verify PyPI package attestations and improve Python supply-chain security GitHub - oguzbilgic/kern-ai: Agents that do the work and show it. GitHub - bruits/satteri: High-performance Markdown and MDX processing for the JavaScript ecosystem GitHub - tylergibbs1/feedstock: High-performance web crawler and scraper for TypeScript, powered by Bun and Playwright GitHub - Grimm67123/grimmbot: The self-improving sandboxed and open-source AI agent. With persistent memory and scheduling. GitHub - whitevanillaskies/whitebloom: Local whiteboard that blooms. GitHub - hwdsl2/docker-whisper: Docker image for a self-hosted Whisper speech-to-text server with speaker diarization and OpenAI-compatible transcription and translation APIs. Powered by faster-whisper. Supports all Whisper models, NVIDIA GPU (CUDA) acceleration, JSON/SRT/VTT output, SSE streaming, offline mode, and multi-arch (amd64, arm64). GitHub - yisding/reviewwiggum GitHub - MarwanAlsoltany/serrors: Structured errors for Go: sentinel hierarchies, typed data, custom formatting, and slog integration. GitHub - soatok/age-php GitHub - Luthiraa/markitme GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits GitHub - tombedor/excalicharts GitHub - wh1le/excalidraw-edit: Open and edit .excalidraw files from the terminal. Offline, auto-saves to disk. MalExt Sentry - Malicious Extension Scanner - Chrome 应用商店 GitHub - syi0808/asciianimesvg: Generate animated ASCII art SVGs from text. CLI, Rust library, WASM, and web editor. GitHub - zaina-ml/ml_forge: A visual-based graph node editor for training computer vision models. GitHub - anakin87/llm-rl-environments-lil-course: 🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models GitHub - takaakit/superpowers-uml: Superpowers-UML modifies Superpowers to ensure a software development workflow in which AI agents design through UML modeling. AdriByte Studio - Sviluppo Web e Soluzioni Digitali GitHub - chouligi/angel-copilot: Your personalized Angel Investment Advisor Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 GitHub - agenteractai/lodmem: Level Of Detail Context Management for Agents GitHub - ostefani/subnetlens: A fast, concurrent network scanner with a TUI and plain-text CLI, built in Go. It discovers live hosts on your network, scans their open ports, resolves hostnames, and fingerprints operating systems—delivered. Cyber Pulse: Agentic Intel - Apps on Google Play Whisper API: Self-Hostable Speech to Text Transcription The Agent-Web Protocol Stack: A Research Thesis GitHub - msmarkgu/RelayFreeLLM: A restful API designed to route user prompts to various AI model providers. Show HN: Provepy – A Python decorator that proves your code using Lean and LLMs Show HN: Pardonned.com – A searchable database of US Pardons GitHub - patrickdappollonio/dux: Dux is a terminal UI that lets you run multiple AI coding agents side by side, each in its own git worktree, with full companion terminals, macros, commit generation, and a command palette that knows more tricks than you do. kMC Crystal Simulator Show HN: HyperFlow – A self-improving agent framework built on LangGraph GitHub - stef41/vibescore: 🎵 Grade your vibe-coded project. One command, instant letter grade across security, quality, dependencies, and testing. GitHub - stef41/lmscan: 🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline. imgur.com GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - atripati/ark: AI Runtime Kernel — a context operating system for AI agents. Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. GitHub - nowork-studio/toprank: Open-source Claude Code skills for SEO, SEM, Google Ads GitHub - tacomanator/sash: Lightweight macOS menu bar app for reliably cycling through windows of the current application. Appents | Social Media Management for Product-First Teams GitHub - pnhoang/youtube-spam-blocker: Automatically detects and hides spam messages in YouTube Live chat. Set rate limits, keyword filters, and block repeat offenders. GitHub - decisionnode/DecisionNode: CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable. GitHub - AvaCodeSolutions/django-email-learning: An open source Django app for creating email-based learning platforms with IMAP integration and React frontend components. The $100K Gap in Kubernetes Security Tooling Function Calling Harness: From 6.75% to 100%
GitHub - snyk/agent-scan: Security scanner for AI agents, MCP servers and agent skills.
lirantal · 2026-05-04 · via Hacker News: Show HN

Discover and scan agent components on your machine for prompt injections
and vulnerabilities (including agents, MCP servers, skills).

NEW Read our technical report on the emerging threats of the agent skill eco-system published together with Agent Scan 0.4, which adds support for scanning agent skills.

snyk-agent-scan snyk-agent-scan license snyk-agent-scan python version requirements

agent-scan-pretty

Agent Scan helps you keep an inventory of all your installed agent components (harnesses, MCP servers, and skills) and scans them for common threats like prompt injections, sensitive data handling, or malware payloads hidden in natural language. By default it focuses on MCP servers; add --skills to autodiscover and scan agent skills.

Security Warning

⚠️ IMPORTANT: Scanning MCP configurations will execute the commands defined in them.

When Agent Scan scans an MCP configuration file, it starts the stdio MCP servers by executing the commands and arguments specified in the config. This is necessary to retrieve tool descriptions and perform security analysis.

Recommendations:

  • Run scans inside a sandbox (Docker container, VM, or disposable environment) when evaluating untrusted or third-party MCP configs
  • Review the consent prompt carefully during interactive scans, it shows the exact command and arguments that will be executed for each server
  • Use --dangerously-run-mcp-servers only in trusted environments where you've verified all MCP server commands

By default, Agent Scan requires explicit user consent (y/n) before starting each stdio MCP server during interactive runs. This gives you control over what gets executed on your system.

Highlights

Supported agents and capabilities

Agent Scan auto-discovers agents and their capabilities (MCP servers or skills) when their install paths exist. The table reflects well-known agent definitions.

  • : at least one path is defined for that capability.
  • : the agent is listed for that OS but has no paths for that capability.
  • : that agent is not included for that OS.
  • Skills columns apply when using --skills.
Agent macOS MCP macOS Skills Linux MCP Linux Skills Windows MCP Windows Skills
Windsurf
Cursor
VS Code
Claude Desktop
Claude Code
Gemini CLI
OpenClaw
Amp
Kiro
OpenCode
Antigravity
Codex
Amazon Q

Quick Start

To get started:

  1. Sign up at Snyk and get an API token from https://app.snyk.io/account (API Token → KEY → click to show).
  2. Set the token as an environment variable before running any scan:
    export SNYK_TOKEN=your-api-token-here
  3. Have uv installed on your system.

Scanning

To run a full scan of your machine (auto-discovers agents, MCP servers, skills), run:

uvx snyk-agent-scan@latest

This will scan for security vulnerabilities in MCP servers, tools, prompts, and resources. It will automatically discover a variety of agent configurations, including Claude Code/Desktop, Cursor, Gemini CLI, and Windsurf.

To also auto-discover and scan agent skills, pass the --skills flag:

uvx snyk-agent-scan@latest --skills

You can also scan particular MCP configuration files or skills:

# scan a specific mcp configuration
uvx snyk-agent-scan@latest ~/.vscode/mcp.json
# scan a single agent skill
uvx snyk-agent-scan@latest --skills ~/path/to/my/SKILL.md
# scan all claude skills
uvx snyk-agent-scan@latest --skills ~/.claude/skills

Example Run

Agent Scan security vulnerabilities demo

Scanner Capabilities

Agent Scan is a security scanning tool to both scan and inspect the supply chain of agent components on your machine. It scans for common security vulnerabilities like prompt injections, tool poisoning, toxic flows, or vulnerabilities in agent skills.

Agent Scan operates in two main modes which can be used jointly or separately:

  1. Scan Mode: The CLI command snyk-agent-scan scans the current machine for agents and agent components such as skills and MCP servers. Upon completion, it will output a comprehensive report for the user to review.

  2. Background Mode (MDM, Crowdstrike). Agent Scan scans the machine in regular intervals in the background, and reports the results to a Snyk Evo instance. This can be used by security teams to monitor the company-wide agent supply chain in a central location. To set this up, please contact us.

How It Works

Scanning

Agent Scan searches through your local agent's configuration files to find agents, skills, and MCP servers. For MCP, it connects to servers and retrieves tool descriptions.

Interactive Consent for MCP Servers

⚠️ Security Note: Scanning an MCP config executes the commands defined in it. Always review what will be executed before approving.

By default, Agent Scan prompts for user consent before starting each stdio MCP server during interactive runs. This consent flow:

  • Shows the server name, command, and environment variables (redacted) that will be executed
  • Allows you to approve or decline each server individually
  • Prevents potentially untrusted servers from running without your explicit permission
  • Records declined servers with a user_declined error (they are never started)

Best Practices:

  • Review the command and arguments carefully before approving
  • When scanning untrusted or third-party MCP configs, run Agent Scan inside a sandbox (Docker, VM, or disposable environment)
  • Decline any servers with unfamiliar or suspicious commands

For non-interactive environments (e.g., CI/CD pipelines), you must use the --dangerously-run-mcp-servers flag to bypass the consent prompt and start all servers automatically. Only use this flag in trusted environments where all MCP server commands have been verified.

Analysis and Validation

Agent Scan validates the components, both with local checks and by invoking the Agent Scan API. For this, skills, agent applications, tool names, and descriptions are shared with Snyk. By using Agent Scan, you agree to the Snyk terms of use for Agent Scan.

A unique, persistent, and anonymous ID is assigned to your scans for analysis. You can opt out of sending this information using the --opt-out flag.

Agent Scan does not store or log any usage data, i.e. the contents and results of your MCP tool calls.

CLI Parameters

Agent Scan provides the following commands:

snyk-agent-scan - Security scanner for agents, MCP servers, and skills

Common Options

These options are available for all commands:

--storage-file FILE    Path to store scan results and scanner state (default: ~/.mcp-scan)
--base-url URL         Base URL for the verification server
--verbose              Enable detailed logging output
--print-errors         Show error details and tracebacks
--json                 Output results in JSON format instead of rich text

Commands

scan (default)

Scan MCP configurations for security vulnerabilities in tools, prompts, and resources.

snyk-agent-scan scan [CONFIG_FILE...]

Options:

--skills                          Also scan agent skills (default: off)
--checks-per-server NUM           Number of checks to perform on each server (default: 1)
--server-timeout SECONDS          Seconds to wait before timing out server connections (default: 10)
--suppress-mcpserver-io BOOL      Suppress stderr from stdio MCP servers (stdout carries the JSON-RPC protocol
                                  and is never shown). Default: False for interactive runs (stderr is streamed
                                  with a [server-name] prefix), True otherwise.
--dangerously-run-mcp-servers     ⚠️ DANGER: Skip the interactive consent prompt and automatically start every
                                  stdio MCP server listed in the scanned configs. Only use in trusted
                                  environments where you've verified all MCP server commands.

inspect

Print descriptions of tools, prompts, and resources without verification.

snyk-agent-scan inspect [CONFIG_FILE...]

Options:

--server-timeout SECONDS          Seconds to wait before timing out server connections (default: 10)
--suppress-mcpserver-io BOOL      Suppress stderr from stdio MCP servers (stdout carries the JSON-RPC protocol
                                  and is never shown). Default: False for interactive runs (stderr is streamed
                                  with a [server-name] prefix), True otherwise.
--dangerously-run-mcp-servers     ⚠️ DANGER: Skip the interactive consent prompt and automatically start every
                                  stdio MCP server listed in the scanned configs. Only use in trusted
                                  environments where you've verified all MCP server commands.

help

Display detailed help information and examples.

snyk-agent-scan help

Examples

# Scan all known MCP configs
snyk-agent-scan

# Scan all known MCP configs and agent skills
snyk-agent-scan --skills

# Scan a specific config file
snyk-agent-scan ~/custom/config.json

# Scan a specific skill file
snyk-agent-scan --skills ~/path/to/my/SKILL.md

# Scan a directory for skills
snyk-agent-scan --skills ~/.claude/skills

# Just inspect tools without verification
snyk-agent-scan inspect

# Skip consent prompts and run all servers (ONLY for CI/CD or fully trusted environments)
snyk-agent-scan --dangerously-run-mcp-servers

# Suppress MCP server stderr output during scanning
snyk-agent-scan --suppress-mcpserver-io=true

# CI mode (requires --dangerously-run-mcp-servers in non-interactive environments)
snyk-agent-scan --ci --dangerously-run-mcp-servers

Demo

This repository includes a vulnerable MCP server that can demonstrate Model Context Protocol security issues that Agent Scan finds.

How to demo MCP security issues?

  1. Clone this repository
  2. Create an mcp.json config file in the cloned git repository root directory with the following contents:
  1. Run Agent Scan: uvx --python 3.13 snyk-agent-scan@latest scan --full-toxic-flows mcp.json

Note: if you place the mcp.json configuration filepath elsewhere then adjust the args path inside the MCP server configuration to reflect the path to the MCP Server (demoserver/server.py) as well as the uvx command that runs Agent Scan with the correct filepath to mcp.json.

Agent Scan is closed to contributions

Agent Scan does not accept external contributions at this time.

We welcome suggestions, bug reports, or feature requests as GitHub issues.

Development Setup

To run Agent Scan from source, follow these steps:

uv run pip install -e .
uv run -m src.agent_scan.cli

Including Agent Scan results in your own project / registry

If you want to include Agent Scan results in your own project or registry, please reach out. There are designated APIs for this purpose. Using the standard Agent Scan API for large scale scanning is considered abuse and will result in your account being blocked.

Documentation

  • Scanning — How scanning works, CLI parameters, and usage examples.
  • Issue Codes — Reference for all security issues detected by Agent Scan.

Further Reading

Changelog

See CHANGELOG.md.