ZBS Index What actually exists in applied AI, with the source next to it

mcp server

validator

On-demand drift checks: declared CSS color, radius, spacing & type vs your own tokens or a pack

Description as published by the maintainer. Source

  • version 1.0.1
  • active

active — Most recent push to the repository was 2026-07-12.

What this server can do

The server requires authentication before it will list its tools (HTTP 401). We do not hold an account for it, so its functions are unknown to us.

Endpoint status observed on . Source: https://swatchdog-mcp-970396648818.us-central1.run.app/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 6 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-07-12 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.0.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-06-11 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-06-11 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub
mcp endpoint status auth_required The server requires authentication before it will list its tools (HTTP 401). We do not hold an account for it, so its functions are unknown to us. as of probe swatchdog-mcp-970396648818.us-central1.run.app

Where to get it

Related, by what their authors tagged them

  • com.scrapeunblocker/scrapeunblocker-mcp-remote — last commit 2026-07-27, shares vercel
    Fetch any web page's HTML, AI-parsed JSON, or Google results via the ScrapeUnblocker anti-bot API
  • io.github.addiplus/vercel-deployment-mcp — last commit 2026-08-03, shares vercel
    Reference MCP stdio server for observing Vercel projects and deployments.
  • Agent^Rider — last commit 2026-08-04, shares vercel
    Signed agent identity, trust scoring, credit economy, and social layer for AI agents.
  • Vitex — AI Resume Generator — last commit 2026-08-01, shares vercel
    Generate tailored, ATS-optimized resume PDFs and cover letters from a job description, over MCP.
  • Makuri Showcase (CogniLedger) — last commit 2026-08-04, shares vercel
    Makuri (EU AI tutoring for immigrant children): 11 tools, 2 interactive panels, no user data.
  • io.github.goklab/guardvibe — last commit 2026-07-23, shares vercel
    Deterministic security layer your AI can't be. 462 rules, 39 tools, CLI + doctor + host audit.
  • Vercel MCP Pro — last commit 2026-06-11, shares vercel
    Complete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API
  • io.github.Aboudjem/ui-ux-suite — last commit 2026-05-30, shares design-system, design-tokens, tailwind
    UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + APCA.
  • arvindrk-extract-design-system-extract-design-system — last commit 2026-08-01, shares design-system, design-tokens
    Extract design primitives from a public website and generate starter token files for your project.
  • bitjaru-styleseed-ss-a11y — last commit 2026-08-06, shares design-system, design-tokens
    Audit a component or page for accessibility issues and fix them

These share tags the maintainers applied themselves, such as vercel, design-system, design-tokens, tailwind. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: agentic-ai, ai-validation, claude-code, css-validation, cursor, design-system, design-tokens, mcp, mcp-server, mcp-tool, tailwind, ui-consistency, vercel.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. swatchdog-dev/swatchdog-mcp on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.
  3. Tools declared by the MCP server at https://swatchdog-mcp-970396648818.us-central1.run.app/mcp — swatchdog-mcp-970396648818.us-central1.run.app, observed , trust tier 1.