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

OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
博客园 - 聂微东
博客园 - 叶小钗
爱范儿
爱范儿
罗磊的独立博客
Hugging Face - Blog
Hugging Face - Blog
阮一峰的网络日志
阮一峰的网络日志
S
SegmentFault 最新的问题
Apple Machine Learning Research
Apple Machine Learning Research
美团技术团队
T
Tailwind CSS Blog
博客园 - 司徒正美
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
宝玉的分享
宝玉的分享
量子位
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
The Cloudflare Blog
人人都是产品经理
人人都是产品经理
小众软件
小众软件
博客园 - 【当耐特】
博客园 - 三生石上(FineUI控件)
V
Visual Studio Blog
雷峰网
雷峰网
酷 壳 – CoolShell
酷 壳 – CoolShell

Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
GitHub - snyk/agent-scan: Security scanner for AI agents,...
lirantal · 2026-05-04 · via Hacker News - Newest: "AI"

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.