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LaunchGrade MCP Server

LaunchGrade

Grade your launch before the internet does.

One command scans any public launch page across 54 checks in 7 categories, then tells you exactly what to fix first. No account, no tracking, no paid API, no dependencies.

CI License Node Dependencies Checks MCP ready Agent skill Sample grade

Free page audit · Sample report · Quick start · Use with an AI agent · FastPress Labs


Why LaunchGrade exists

Most launch checklists are either vague (“build trust!”) or enterprise-heavy. LaunchGrade is the 60-second sanity check before you post the link: can a stranger understand the offer, can they act, will the preview card look broken, and will an AI agent recommend you or hallucinate around you?

It is deliberately boring technology: zero dependencies, plain Node.js, works offline after install, exits non-zero in CI when the grade is too low, and writes a report you can share.

  • Free forever. No account, no upsell gate, no telemetry.

  • Fast. A typical page scans in under a second, extras included.

  • Actionable. Every failure ships with a concrete fix, not a score with no next step.

  • Agent-ready. First-class MCP server and skill so Claude, Cursor, Codex and friends can grade a page themselves.

  • Honest. The score is a transparent weighted checklist. It is not a Lighthouse replacement and it does not pretend to be Google.

Related MCP server: CXA MCP Server

What it checks

Category

Weight

Examples

Conversion

25%

Email capture, specific CTA, social proof, friction, human contact, value proposition, risk reversal

Trust

15%

Privacy, terms, about page, real social presence, security.txt, current copyright

Technical

20%

HTTPS, status, response time, compression, caching, viewport, indexability, canonical, language, favicon, mixed content, analytics

SEO

15%

Title and description length, one H1, heading order, image alt text, sitemap, robots, schema, internal links, text ratio

Social sharing

10%

Open Graph, Twitter/X card, share image, image alt text

Accessibility

5%

Form labels, button names, descriptive links, landmarks, pinch zoom, skip link

AI-agent readiness

10%

llms.txt, AI crawler access, AGENTS.md, Markdown negotiation, MCP/OpenAPI discovery, FAQ, semantic HTML, no-JS copy

The full list lives in src/checks.js. Run launchgrade --list (or list_checks via MCP) to see every check, its weight and why it matters.

Quick start

Requires Node.js 18.17+. Nothing else.

# One shot, straight from GitHub (no publish required)
npx -p github:fastpresspages/launchgrade launchgrade https://your.site

Install it globally if you will use it often:

npm install -g github:fastpresspages/launchgrade
launchgrade your.site

Or work from a clone:

git clone https://github.com/fastpresspages/launchgrade.git
cd launchgrade
node bin/launchgrade.js https://your.site

Useful flags

launchgrade your.site --out reports        # report.html, report.json, report.md, badge.svg, fix-plan.md
launchgrade your.site --md                  # Markdown to stdout
launchgrade your.site --json                # machine-readable JSON (validated by our JSON Schema)
launchgrade your.site --fail-under 80       # exit 2 in CI if the score drops
launchgrade your.site --ignore seo.text-ratio,social.og-image-alt
launchgrade your.site --fast                # skip robots.txt, sitemap, llms.txt and other extras
launchgrade your.site --compare old/report.json  # one-scan before/after delta
launchgrade --list                          # every check with weights

A normal run takes well under a second on a small page. The timeout is 15 seconds by default.

Example

This is a real pair of scans of YouLauncher. The before report graded B- 71/100. After the rebuild, the current report grades A+ 100/100. Same tool, same public URL, both dated 23 Oct 2026. A one-command --compare run against the before report shows the full delta in a single artifact: score ▲ +29 and 20 checks improved, including Open Graph, privacy and llms.txt.

  ▲ LaunchGrade  v0.2.0  ·  fastpresspages.github.io
  https://fastpresspages.github.io/YouLauncher/
  Scanned 10/23/2026, 7:47:47 PM  ·  379 ms  ·  16 KB HTML

  ┌──────────────────────────────────────────────┐
  │  A+  100/100   Launch-ready                  │
  └──────────────────────────────────────────────┘
  48 scored checks  ·  47 pass  1 warn  0 fail  5 info

  Conversion        100  ████████████████████
  Trust             100  ████████████████████
  Technical          98  ███████████████████░
  SEO               100  ████████████████████
  Social sharing    100  ████████████████████
  Accessibility     100  ████████████████████
  AI-agent readiness 100 ████████████████████

  Fix these first
   1. WARN [Tech] Measures visits

The one warning is deliberate: the site does not track visitors. LaunchGrade still flags it because most launch pages should measure something before they announce. This is a dated snapshot, not a guarantee about future performance.

The HTML report is self-contained: share it, print it, or commit it. The badge is a plain SVG you can put in your README.

Reports

--out <dir> writes five files:

File

What it is

report.html

Standalone dark report with grade ring, category grid, every check and a share link

report.md

Markdown summary plus a <details> table of all checks

report.json

Stable JSON for dashboards and agents — shape published as schema/report.schema.json

badge.svg

SVG badge with your score

fix-plan.md

Ordered, impact-weighted fix plan

report.json schema

report.json is covered by schema/report.schema.json (JSON Schema draft 2020-12). It documents the top-level metadata, counts, categories[], checks[], topFixes[] and the comparison object added by --compare. Compatibility policy: additive fields may appear at any release; breaking changes to existing fields require a major version bump. The test suite validates a real report against the schema.

--compare <file>

Point --compare at the report.json from an earlier scan to get one artifact with the whole before/after story: overall score and grade delta, per-category deltas, every check that moved (fail→pass, pass→warn and regressions in the other direction), and checks that were added or removed because the tool changed. The terminal prints a compact delta table; the HTML and Markdown reports embed the same data; report.json carries a comparison key.

launchgrade https://your.site --compare reports/old/report.json --out reports/after

For agents and scripts: the delta is also a pure function — compareResults(baselineReport, currentReport) in src/compare.js — so you can diff reports without launching a browser.

GitHub Action

name: Launch check
on:
  pull_request:
  workflow_dispatch:

jobs:
  grade:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: fastpresspages/launchgrade@main
        with:
          url: https://your.site
          fail-under: 80
          out: launchgrade-report
      - uses: actions/upload-artifact@v4
        if: always()
        with:
          name: launchgrade-report
          path: launchgrade-report

The composite action prints the terminal report, writes the report files, and fails the job when the score is below fail-under. Set fail-under: 0 to only report.

Use with an AI agent

MCP server

LaunchGrade ships a zero-dependency stdio MCP server with three tools:

  • grade_launch — scan a URL and return a Markdown or JSON report

  • get_fix_plan — ranked fixes for a URL

  • list_checks — the full checklist and weights

Add it to Claude Desktop, Cursor, or any MCP client:

{
  "mcpServers": {
    "launchgrade": {
      "command": "npx",
      "args": ["-y", "-p", "github:fastpresspages/launchgrade", "launchgrade-mcp"]
    }
  }
}

Or from a clone:

{
  "mcpServers": {
    "launchgrade": {
      "command": "node",
      "args": ["C:/path/to/launchgrade/mcp/server.js"]
    }
  }
}

Then ask: “Grade https://example.com and fix the three highest-impact issues.”

Agent skill

The repo includes a portable skill at skills/launchgrade/SKILL.md. Install it with the open skills CLI:

npx skills add fastpresspages/launchgrade

Or copy skills/launchgrade/ into your agent's skills directory. The skill teaches an agent when to run LaunchGrade, how to interpret the score, and how to turn failures into a fix plan without inventing data.

Scoring

  • Every check is pass (1), warn (0.5), fail/error (0), or info (excluded).

  • Each category is normalized to 0–100, then weighted by the table above.

  • Grades: A+ ≥95, A ≥90, A- ≥85, B+ ≥80, B ≥75, B- ≥70, C+ ≥65, C ≥60, C- ≥55, D ≥40, F <40.

  • Labels: Launch-ready ≥90, Almost there ≥80, Needs polish ≥70, Risky launch ≥60, Not ready below 60.

  • --fail-under compares the numeric score, not the letter.

The score is intentionally opinionated. A page can score well and still be a bad business; LaunchGrade only checks the launch surface it can see.

Free human audit

Want a second pair of eyes? The LaunchGrade page has a free audit request form. Tell us the URL, what you are launching, and what is stuck. A human reads it and replies with a prioritized plan. No account, no payment, no drip sequence.

Requests go to the FastPress Labs inbox through FormSubmit. We do not sell or share submissions, and we do not add you to a list you did not ask for.

Principles

  1. Free means free. The CLI, action, MCP server, skill and reports are open source under Apache-2.0.

  2. No fake numbers. The sample above is a real scan with a date and URL. There are no invented users, stars or revenue claims.

  3. No lock-in. Reports are files. Checks are readable code. Ignore any check you disagree with.

  4. Small surface. Zero runtime dependencies keeps installs fast and supply-chain risk low.

  5. Useful before impressive. One tool that people run beats ten landing pages that people bounce from.

Roadmap

  • 54 checks across 7 categories

  • HTML, Markdown, JSON, badge and fix-plan output

  • GitHub Action and MCP server

  • Agent skill

  • Real sample audit and public site

  • --compare before/after delta and a published JSON Schema for report.json

  • npm release (launchgrade is reserved for this project; publishing needs the maintainer's npm login)

  • Multi-page crawls beyond a single launch page

  • Framework presets (Next.js, Astro, plain HTML)

  • Community-contributed checks with fixtures

Have a check that would have saved your launch? Open an issue. Small, well-argued checks with a failing fixture are very welcome.

More from FastPress Labs

  • RepoGrade — grade the repo behind the link the same way (33 checks, CLI + Action + MCP; its own dogfood score is A+ 99/100).

  • FastPress Start — a free, zero-build launch page template. The live demo scores A+ 100/100.

  • YouLauncher — the rebuilt growth-partner page used in the before/after above.

  • Hire page — proof of work, not a padded resume.

  • Outreach field guide — goals, launch plan and honest outreach templates.

Contributing

Read CONTRIBUTING.md. The short version: fork, add a check plus a fixture, run node --test, open a PR. By participating you agree to the Code of Conduct.

Security

LaunchGrade fetches public URLs. It does not execute page JavaScript, does not store submissions, and only reads a small allowlist of well-known files. See SECURITY.md for reporting vulnerabilities.

License

Apache-2.0 © FastPress Labs. See LICENSE and CHANGELOG.md.


Built by FastPress Labs — open-source launch tools for people who ship.

If LaunchGrade caught something before your launch, tell us. Real launch stories are the best changelog.

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