Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Google PageSpeed Insights and CrUX: six workflow tools for web performance.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
GOOGLE_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"pagespeed-insights": {
"command": "npx",
"args": [
"-y",
"pagespeed-insights-mcp"
],
"env": {
"GOOGLE_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add pagespeed-insights --env GOOGLE_API_KEY=your-value -- npx -y pagespeed-insights-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"pagespeed-insights": {
"command": "npx",
"args": [
"-y",
"pagespeed-insights-mcp"
],
"env": {
"GOOGLE_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"pagespeed-insights": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pagespeed-insights-mcp"
],
"env": {
"GOOGLE_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
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 9, 2026
The registry name was verified with the GitHub account ruslanlap, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 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.
You need to fill in: GOOGLE_API_KEY
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 –, and the latest version (2.2.0) reached the registry 20 days ago.
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: Spec Driven Development, Remote Desktop Commander, Toggl 2.0
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Toggl 2.0 MCP server for tasks, projects, time entries, and workspace operations.
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.
Six-tool MCP server for Google PageSpeed Insights & Chrome UX Report APIs. Analyze, compare, and optimize web performance directly through Claude, Cursor, or any MCP-compatible AI client.
{
"mcpServers": { "pagespeed-insights": { "command": "npx", "args": ["-y", "pagespeed-insights-mcp"], "env": { "GOOGLE_API_KEY": "your-google-api-key" } } } }
Get a free API key at Google Cloud Console → paste into Claude Desktop's claude_desktop_config.json → restart. Done. (Codex/OpenAI config, Docker)
Most PageSpeed MCP servers wrap one tool: "run PSI on a URL." This server ships six workflow tools covering the full performance workflow — not just a score, but an action plan:
🎬 [View Interactive Demo →](https://ruslanlap.github.io/pagespeed-insights-mcp/demo/) — See the tools in action with animated examples
Fallback URL: https://ruslanlap.github.io/pagespeed-insights-mcp/demo.html
Add to your claude_desktop_config.json:
{
"mcpServers": { "pagespeed-insights": { "command": "npx", "args": ["-y", "-p", "pino-pretty", "-p", "pagespeed-insights-mcp", "pagespeed-insights-mcp"], "env": { "GOOGLE_API_KEY": "your-google-api-key-here" } } } }
Add to your configuration (TOML):
[mcp_servers.pagespeed-insights]
command = "npx" args = [ "-y", "-p", "pino-pretty", "-p", "pagespeed-insights-mcp", "pagespeed-insights-mcp" ] env = { GOOGLE_API_KEY = "your-google-api-key-here" }
Note: The
pino-prettypackage is required for proper log formatting. The above configurations ensure it is installed automatically vianpx.
Add to ~/.grok/config.toml (global) or /.grok/config.toml (project-scoped, higher priority):
[mcp_servers.pagespeed-insights]
command = "npx" args = ["-y", "-p", "pino-pretty", "-p", "pagespeed-insights-mcp", "pagespeed-insights-mcp"] env = { GOOGLE_API_KEY = "${GOOGLE_API_KEY}" } enabled = true
Project-scoped example (put in this repo's .grok/config.toml for local dist/index.js + tighter Serena):
[mcp_servers.pagespeed-insights]
command = "node" args = ["/home/ubuntuvm/Projects/pagespeed-insights-mcp/dist/index.js"] env = { GOOGLE_API_KEY = "${GOOGLE_API_KEY}", NODE_ENV = "development" }
Verification inside Grok session:
/mcps (or Ctrl+L → MCP tab) → ensure pagespeed-insights shows "running"pagespeed-insights__pagespeed_analyze_page, pagespeed-insights__pagespeed_get_field_data, etc. (namespaced)Real pagespeed_analyze_page results for github.com — one mobile Lighthouse run. CrUX numbers come from pagespeed_get_field_data with scope: "origin":
Lighthouse lab scores:
| Category | Score | Status |
|---|---|---|
| Performance (mobile) | 54/100 | 🔴 Poor |
| Performance (desktop) | 52/100 | 🔴 Poor |
Core metrics (mobile):
| Metric | Value | Rating |
|---|---|---|
| First Contentful Paint | 11.9 s | 🔴 Poor |
| Largest Contentful Paint | 13.4 s | 🔴 Poor |
| Total Blocking Time | 30 ms | 🟢 Excellent |
| Cumulative Layout Shift | 0.07 | 🟢 Good |
| Speed Index | 11.9 s | 🔴 Poor |
CrUX field data — real users, github.com origin (phone):
| Metric | p75 (real users) |
|---|---|
| First Contentful Paint | 1.9 s |
| Largest Contentful Paint | 2.2 s |
| Interaction to Next Paint | 243 ms |
| Cumulative Layout Shift | 0.02 |
Results vary between runs — Lighthouse lab data is noisy (a single run is one sample). Use
runs: 3-5for medians.
Lab vs field: Lighthouse throttles the connection (hence 54/100 mobile), while CrUX shows how actual GitHub visitors experience it — both views come straight from this server's tools.
We have comprehensive documentation available online.
👉 View Full Documentation Site
You can also view the raw markdown files in the
docs/directory or runmkdocs servelocally.
Current release: see the version badges at the top of this README.
█████████████░░░ 85/100 🟢 Good) for instant visual feedback.🟢 Good, 🟡 Needs Improvement, 🔴 Poor).🔴 High | 🟡 Medium | 🟢 Low | Impact: High)./performance-audit: Guided 4-step performance triage with prioritized remediation./release-comparison: Staging vs production delta verification with a clear GO / NO-GO decision./core-web-vitals-deepdive: Deep-dive contrasting real-user CrUX field data with synthetic Lighthouse lab simulations.pagespeed://web-vitals-guide: 2026 Core Web Vitals thresholds and optimization playbooks.pagespeed://baselines: Locally recorded performance baselines for regression tracking.100% on formatters, resources, and baselines).prepublishOnly (lint, typecheck, test, build).pagespeed_* tools replace the former 19 v1 endpoint-shaped tools; all data tools support Markdown or JSON with structured results.The badges at the top of this README update automatically on every release (npm version, GitHub package version, downloads). No manual edits needed.
For the complete release history, see CHANGELOG.md.
Pain point 1 — "My page is slow but I don't know why." You open PageSpeed Insights, get a wall of data, and still can't tell what to fix first. This MCP gives your AI assistant six focused workflows that cut through the noise: it identifies the exact render-blocking resources, the specific images wasting 2 MB, the third-party scripts eating 1.5 s of main-thread time — and ranks them by impact. Ask "why is my site slow?" and get a prioritized fix list, not a 40-metric dashboard.
Pain point 2 — "I ship performance regressions to production." Your team moves fast, deploys daily, and nobody runs a full Lighthouse audit before each merge. By the time someone notices the Core Web Vitals dropped, the regression is already live. This MCP lets any developer paste a URL into Claude/Cursor and get a complete audit — lab data, field data from real Chrome users (CrUX), element-level CLS/LCP debugging — in seconds. It's the difference between catching a regression at your desk and di
Only the beginning is shown; read the rest in the repo