World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 97 tools.
Deterministic doc-drift detection and exact doc navigation as read-only MCP tools.
Pick the AI app you use, then copy the settings.
Passed 3/3 checks · Runs on your computer · ✓ Commands checked Nov 13, 2026
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude, with some setup first
Install Node.js on your computer first (one time) · Only the Claude desktop app (Windows or Mac), not the web or phone
One time only; it works for every server that needs Node.js
SettingsDeveloperEdit Config
{
"mcpServers": {
"docguard": {
"command": "npx",
"args": [
"-y",
"docguard-cli",
"mcp"
]
}
}
}Use DocGuard and tell me what you can do for me, then show me one thing✓ If Claude says it is using DocGuard or shows a DocGuard tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
ChatGPT cannot connect DocGuard yet
DocGuard runs on your computer, but ChatGPT can only connect servers that run on the web
A · Use an app that can connect DocGuard
B · Others in Other that work with ChatGPT
Picked from the most used in the same category, only ones that connect by address with no key
Works with Claude Code, with some setup first
Install Node.js on your computer first (one time)
One time only; it works for every server that needs Node.js
Mac: press Command+Space and type Terminal · Windows: open PowerShell
claude mcp add --scope user docguard -- npx -y docguard-cli mcpYou should see DocGuard listed as connected
Use DocGuard and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using DocGuard or shows a DocGuard tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor, with some setup first
Install Node.js on your computer first (one time)
One time only; it works for every server that needs Node.js
Use DocGuard and tell me what you can do for me, then show me one thing✓ If Cursor says it is using DocGuard or shows a DocGuard tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code, with some setup first
Install Node.js on your computer first (one time)
One time only; it works for every server that needs Node.js
Use DocGuard and tell me what you can do for me, then show me one thing✓ If VS Code says it is using DocGuard or shows a DocGuard tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
JSON settings are under “For developers” below
Claude Code
claude mcp add --scope user docguard -- npx -y docguard-cli mcpClaude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"docguard": {
"command": "npx",
"args": [
"-y",
"docguard-cli",
"mcp"
]
}
}
}Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"docguard": {
"command": "npx",
"args": [
"-y",
"docguard-cli",
"mcp"
]
}
}
}VS Code (mcp.json)
{
"servers": {
"docguard": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"docguard-cli",
"mcp"
]
}
}
}These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
npm: docguard-cliBased on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Run on your computer in
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 14, 2026
The registry name was verified with the GitHub account raccioly, which owns the repo
Code last changed today
Uses MIT
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Ask, share a tip or report that it does not work. Sorted by what people marked helpful.
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Posts here are written by users, not the PopNx team.
No reviews yet
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed today, and the latest version (0.48.0) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: World Monitor, Claude Flow, Windmill
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 97 tools.
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
English · Português (BR) · Español
The enforcement layer for Spec-Driven Development.
Validate. Score. Enforce. Ship documentation that AI agents can actually use.
✨ See what DocGuard catches in 30 seconds — no install, no setup:
`bash
npx docguard-cli demo
`
Runs against a baked-in sample project with intentional drift and shows you the findings + a clear path to fixing them.
📚 [Documentation](https://raccioly.github.io/docguard/): Installation · Existing projects · Spec Kit · CI · Languages and frameworks · Coding agents · Finding codes · Troubleshooting
DocGuard enforces Canonical-Driven Development (CDD) — a methodology where documentation is the source of truth, not an afterthought. AI writes the docs, DocGuard validates them.
| Traditional Development | Canonical-Driven Development |
|---|---|
| Code first, docs maybe | Docs first, code conforms |
| Docs rot silently | Drift is tracked and enforced |
| Docs are optional | Docs are required and validated |
| One AI agent, one context | Any agent, shared context via canonical docs |
DocGuard is an official GitHub Spec Kit community extension. It validates the artifacts that Spec Kit creates, ensuring your specs stay high-quality throughout the development lifecycle.
🧭 [How it works (10-page brief)](https://raccioly.github.io/docguard/docguard-explained.html) (PDF) · 📖 [Philosophy](PHILOSOPHY.md) · 📋 [CDD Standard](STANDARD.md) · ⚖️ [Comparisons](https://github.com/raccioly/docguard/blob/main/COMPARISONS.md) · 🔬 [Validation](https://github.com/raccioly/docguard/blob/main/VALIDATION.md) · 🗺️ [Roadmap](https://github.com/raccioly/docguard/blob/main/ROADMAP.md)
graph TD
CLI["CLI Entry docguard.mjs"] --> Commands["Commands (28)"] Commands --> guard["guard"] Commands --> generate["generate"] Commands --> score["score"] Commands --> diagnose["diagnose"] Commands --> setup["setup wizard"] Commands --> other["diff · init · fix · trace · impact · sync · reconcile · retire · specs · ignore explain · memory · upgrade · agents · hooks · badge · ci · watch"]
guard --> Validators["Validators (36)"] generate --> Scanners["Scanners (4) routes · schemas · doc-tools · speckit"] score --> Scoring["Weighted Scoring 8 categories"] diagnose --> Validators diagnose --> AIPrompts["AI-Ready Fix Prompts"]
Validators --> Output["Output"] Scanners --> Output Scoring --> Output Output --> Terminal["Terminal"] Output --> JSON["JSON"] Output --> Badge["Badge"]
style CLI fill:#2d5016,color:#fff style Validators fill:#1a3a5c,color:#fff style Scanners fill:#1a3a5c,color:#fff style Output fill:#5c3a1a,color:#fff
Distribution: Node.js core (npm) · Python wrapper (PyPI) · GitHub Action (
action.yml) · Spec Kit Extension (ZIP)
DocGuard checks declared documentation facts against repository evidence and gives agents structured repair tasks. Deterministic checks cover supported facts, references, and generated sections. Human-authored requirements and architectural decisions retain their authority when implementation diverges.
A guard result describes the checks performed. The CDD grade measures structural maturity. Exact declarations in .docguard-evidence.json can verify selected statements against current local evidence; every other statement remains unverified. Coverage and unresolved claims remain visible, so teams can choose an appropriate enforcement policy.
Research motivates evaluation of this approach. A 2026 study found that repository context files did not generally improve task success and increased inference cost in its evaluated settings. It also found agents generally followed the instructions. These results support testing concise, relevant context and measuring actual task outcomes; they do not establish DocGuard's effectiveness. Evaluating AGENTS.md, revised June 2026.
The current roadmap prioritizes accurate detection, reproducible evidence, document lifecycle management, and contributor-supplied regression cases. Released plans and superseded specifications are removed from active AI context and remain recoverable from Git.
Package naming: this repo is
raccioly/docguard; the published package is `docguard-cli` on both npm and PyPI; the installed command isdocguard. Same project — the-clisuffix is just the registry name. The package runs no install scripts, sonpm i -g docguard-cli --ignore-scriptsis equivalent.
# No install needed — run directly
npx docguard-cli diagnose
npm i -g docguard-cli docguard diagnose
Strict is the default.
docguard guardexits 4 when a check that applies to your project examined nothing (for example no API reference although you have routes), and prints what to add. A check that does not apply is skipped, and a layout DocGuard cannot read is reported without failing the run. Upgrading and seeing a red build? Read Upgrading to Strict (also indocs/upgrading-to-strict.md). To stay on the earlier behavior, set"enforcement": "standard"in.docguard.json; under strict a"validators": { " ": false }entry no longer switches a check off.
pip install docguard-cli
docguard diagnose
Note: The Python package is a thin wrapper that delegates to
npx. Node.js 18+ is required on the system.
The MCP server ships as a container image on GHCR — no Node.js install required. Public image, so no authentication is needed to pull it:
# Run the MCP server against the current directory
docker run -i --rm -v "$PWD":/workspace ghcr.io/raccioly/docguard:latest
The entrypoint is the stdio MCP transport: stdout is the JSON-RPC channel, so keep every other output off it. Mount the project you want inspected at /workspace; tools inspect it by default, and a projectDir in a tool call must be /workspace or a directory inside it (add --root after the image name to serve another mounted tree).
Pin a version rather than tracking latest in CI:
docker run -i --rm -v "$PWD":/workspace ghcr.io/raccioly/docguard:0.34.9
The server is read-only: it only reads the mounted project.
repos:
- **MCP** (Claude, Cursor, any MCP client) — `claude mcp add docguard -- npx -y docguard-cli mcp`; read-only tools to check docs (guard, score, diagnose, …) and to navigate them one bounded section at a time — the full list is in [docs/ai-integration.md](docs/ai-integration.md). Registry manifest ships in-repo (`server.json`, Smithery-ready).
templates/ci/gitlab-component.yml (guard/score/ci job with a SARIF artifact).brew install raccioly/tap/docguard. The release workflow renders the formula template in packaging/homebrew/ from the published npm tarball and pushes it to the tap.# 1. Initialize docs for your project
npx docguard-cli init
npx docguard-cli generate
npx docguard-cli diagnose
npx docguard-cli guard
npx docguard-cli score
diagnose → AI reads prompts → AI fixes docs → guard verifies
↑ ↓ └───────────────── issues found? ←──────────────────────┘
diagnose is the primary command. It runs all validators, maps every failure to an AI-actionable fix prompt, and outputs a remediation plan. Your AI agent runs it, fixes the docs, and runs guard to verify.
DocGuard splits drift into two kinds and is explicit about which is which:
| Kind | Example | How it's fixed |
|---|---|---|
| Mechanical (deterministic) | An endpoint documented in API-REFERENCE.md that the OpenAPI spec confirms is gone | docguard fix --write deletes the row + detail block itself — no AI |
| Agent (needs judgment) | Rewriting an X-Ray prose section as CloudWatch; writing a new endpoint's request/response | Routed to an AI agent via diagnose / fix --doc prompts |
docguard fix --write only touches docs marked (override with --force), is idempotent, and prints exactly what changed. Prose stays with the agent.
guard ──▶ fix --write