原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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PandaWard

作者:ratomirjovanovic版本 0.2.13i★ –i在你的电脑上运行
注册名称io.github.ratomirjovanovic/pandaward

安装

概览

作者提供的说明(英文原文)

Local, evidence-based application security assessment with an evidence ledger and retests.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 会计、财务与税务

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

下载作者的 .mcpb 文件

链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。

在终端中运行这条命令

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 ratomirjovanovic 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“会计、财务与税务”中的其他服务器比较i

  • 星标数多于此分类中其他 2938 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 2938 个服务器的 89% 更新
  • 基础检查结果等于或优于此分类中其他 2938 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

PandaWard 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.2.13)于3天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 MCPB。

有什么可以替代它?

同一分类中有:Finance Toolkit, SolidInvoice, Korea Tax Calculator

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Finance Toolkit

500+ transparent financial methods calculated from raw statements, not third-party endpoints.

作者:JerBouma广泛使用↓ 1.6万/周★ 5496前天更新

电脑或云端

SolidInvoice

Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.

作者:SolidInvoice正在增长★ 9819天前更新

在云端运行✓ solidinvoice.co

Korea Tax Calculator

Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.

作者:UpstageAI正在增长↓ 3172/周★ 97今天更新

在你的电脑上运行

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

PandaWard

Local, evidence-based application security assessment for your own code.

A standalone Go CLI and a Claude Code plugin. Passive by default. Honest about what it did not test.

Website and demo · Documentation · Quick start · Limitations


Most scanners print a list of alerts and stop. PandaWard keeps a ledger: every control it could check, how it checked it, the redacted evidence, and every control it could *not* decide. Findings are fingerprinted across runs, so a fix becomes REMEDIATED only when the check runs again and no longer sees the problem, and a moved or renamed file keeps its findings, their IDs and your triage instead of reading as fixed.

A real session on the bundled demo project, generated by tools/termdemo .

Findings from a real scan of the bundled vulnerable fixture. Open the live demo for the terminal replay and the full report.

Why PandaWard

Safe by defaultThe default profile only reads the repository. It never runs install scripts, Makefiles or builds, never follows symlinks, and sends no traffic to any target.
Human-authorized network testsAnything that sends a request needs a scope manifest that a person filled in and approved from an interactive terminal. An AI agent cannot approve it.
No false "all clear"Only PASS and FAIL are decisive. A missing scanner is BLOCKED, a crash is ERROR, a heuristic hit is SUSPECTED. None of them count as secure.
Evidence, not opinionsEach finding links to a redacted, SHA-256 addressed evidence record. Model-proposed issues stay HYPOTHESIS until a human decides.
Secrets never leakValues are masked before they are stored, printed, reported or returned to a model. .env and key files are recorded by name only.
Remembers across sessionsState lives in a local SQLite ledger, so context compaction or a restart does not lose results.
Cross-domain thinkingLinks such as *identity -> authorization* (BC1) or *webhook -> payment state* (FG1) are created from shared assets in your code and tracked separately.
PrivateNo account and no cloud backend. Usage telemetry is off unless you turn it on yourself, and pandaward telemetry show prints every byte it would send (details).

Formerly PenSec. The project was renamed to PandaWard in 0.2.0. If you used PenSec, see Moving from PenSec.

Quick start

As a Claude Code plugin
/plugin marketplace add ratomirjovanovic/pandaward

/plugin install pandaward@pandaward # macOS and Linux /plugin install pandaward-windows@pandaward # Windows

You can also run the same steps from a terminal with claude plugin marketplace add ratomirjovanovic/pandaward and claude plugin install pandaward-windows@pandaward (pandaward@pandaward on macOS and Linux). Restart Claude Code afterwards; /mcp should list plugin:pandaward:pandaward as connected. Install only one of the two plugins. If something goes wrong, see Troubleshooting.

Updating. Claude Code does not update third-party marketplaces on its own unless you turn it on. Either turn on auto-update once (/plugin, then Marketplaces, pandaward, Enable auto-update), or update by hand:

claude plugin marketplace update pandaward

claude plugin update pandaward-windows@pandaward # or pandaward@pandaward on macOS and Linux

Then restart Claude Code. /plugin shows the installed version.

Uninstalling. claude plugin uninstall pandaward-windows@pandaward (or pandaward@pandaward), then claude plugin marketplace remove pandaward. Results stay in each project's .pandaward/ directory until you delete it. The uninstall guide covers the CLI packages and every file PandaWard creates.

Then, in your project, ask Claude to check its security, or run:

/pandaward:start

That is the only command. Claude scans the project, has specialist reviewers look at what automation could not decide, triages the results, builds the fix plan and writes the reports, with a live checklist. At the end it asks one question - fix the plan, record the triage results, install missing scanners - and does what you choose, retesting after every fix. Later in the session it retests on its own whenever code changes. Commands that change a finding's status still show you a confirmation prompt, and network tests always need a scope you approve in your own terminal.

Individual skills

SkillWhat it does
/pandaward:initCreate .pandaward/ and show what was detected
/pandaward:scanPassive scan with an honest summary
/pandaward:reviewRead-only specialist agents look at what automation could not decide
/pandaward:fix-planOrdered fixes, applied one by one after your approval
/pandaward:retestRe-scan after changes and show the delta
/pandaward:reportHTML, Markdown, JSON, SARIF, CSV
/pandaward:statusWhere the assessment stands and what is stale

The plugin installs prebuilt, checksum-verified binaries from the plugin and plugin-windows branches, which the release workflow publishes on every version tag (how to verify them). To use PandaWard without Claude Code, see below.

As a CLI

With a package manager:

brew tap ratomirjovanovic/pandaward https://github.com/ratomirjovanovic/pandaward && brew install ratomirjovanovic/pandaward/pandaward   # macOS, Linux

scoop bucket add pandaward https://github.com/ratomirjovanovic/pandaward; scoop install pandaward/pandaward # Windows

Or download a binary from the releases page (Linux and macOS on amd64 and arm64, Windows on amd64). For example on Linux:

v=v0.2.13

curl -fLO https://github.com/ratomirjovanovic/pandaward/releases/download/$v/pandaward-linux-amd64 curl -fLO https://github.com/ratomirjovanovic/pandaward/releases/download/$v/SHA256SUMS sha256sum --ignore-missing -c SHA256SUMS chmod +x pandaward-linux-amd64 && sudo mv pandaward-linux-amd64 /usr/local/bin/pandaward

On Windows (PowerShell), save pandaward-windows-amd64.exe as pandaward.exe in a folder on your PATH:

Invoke-WebRequest https://github.com/ratomirjovanovic/pandaward/releases/download/v0.2.13/pandaward-windows-amd64.exe -OutFile pandaward.exe

(Get-FileHash pandaward.exe).Hash # compare with the line in SHA256SUMS

Or install with Go 1.26 or later: go install github.com/ratomirjovanovic/pandaward/cmd/pandaward@latest. The binary has no runtime dependencies.

Update with brew upgrade pandaward or scoop update pandaward; for a downloaded binary, replace the file with the new release. Remove with brew uninstall pandaward or scoop uninstall pandaward, or delete the binary. pandaward version shows what you have.

Then, in your project:

pandaward assess          # init, scan with progress, reports and a summary

pandaward findings # then dig in pandaward fix-plan

Release binaries are reproducible and come with checksums, a CycloneDX SBOM and signed build provenance; docs/VERIFYING.md shows how to check them.

How it works

flowchart LR

subgraph Claude Code S[Skills /pandaward:*] --> M[MCP server] A[Read-only agents] --> M H[Hooks] --> L end CLI[pandaward CLI] --> E M --> E[Engine] E --> I[Inventory read-only walk] E --> AD[Adapters built-in + optional tools] E --> P[Scope and policy fail closed] AD --> R[Redaction] R --> EV[Evidence store SHA-256] E --> L[(SQLite ledger)] L --> RP[Reports HTML MD JSON SARIF CSV]

  1. Inventory walks the repository read-only and records files, routes, manifests, workflows, IaC, mobile manifests and AI/MCP usage.
  2. Plan maps the control catalog (domains A to R) onto what was found. Controls without matching assets become NOT_APPLICABLE with a reason you can review.
  3. Adapters run. Built-in checks are offline and always available; gitleaks, semgrep, osv-scanner, trivy and apktool are used only if you installed them. osv-scanner and trivy also need scan.allow_tool_network: true, which is off by default: osv-scanner then sends the package names and versions from your lockfiles to api.osv.dev, and trivy only downloads its vulnerability database. Until it is set they are BLOCKED with a reason that says this, and /pandaward:start offers the switch once. When an override in the workspace root (pnpm.overrides, overrides or resolutions in package.json, or overrides in pnpm-workspace.yaml) replaces a package with a local one (link:, file:, workspace: or portal:), an osv-scanner result for that package is dropped if the lockfile entry is that local package, since the registry package's advisories do not apply to code that is not installed; the adapter line counts them and names the overrides. A result is kept, and named in the adapter line, when the lockfile still pins a registry version or the override is an npm: alias. A gitleaks match whose value is shaped like a placeholder (a run of 8 or more sequential or repeated characters, a word such as dummy, example or changeme, a value starting with test_, a JWT with a short signature or dummy claims, or the fallback after secrets.NAME || in a workflow) is kept but listed as info for review instead of counting against E-005; the value is judged in memory and never stored, a service_role JWT is never treated as a placeholder, and the adapter line says how many were listed. apktool decodes .apk files found in the project (resources only, never the app's code) so the manifest checks also run on what you ship (K-005). If you run [MobSF](https://github.com/MobSF/Mobile-Secu

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