Agent
Discoverability

swatchdog

Checks AI-built UI code against your design tokens and reports drift. Stateless, read-only.

View in the Claude registry
Integration details

Description

swatchdog keeps an AI build on-brand. Give your agent your design system. Paste your tokens, describe them, or approve a set it proposes and swatchdog deterministically checks generated UI code against them, returning a compact, structured drift report: for each violation, the token axis (color / radius / spacing / type), the value found, the expected token and its value, and the location. It reads declared styles and tokens, not pixels. It is stateless. Your tokens and code are passed with each call and never stored - and read-only: it reports drift; it does not modify code. Enforcement is your agent's job; the source of truth is yours; swatchdog is the instrument. Works with no key (shared free lane, rate-capped). A one-time $12 personal key (swatchdog.dev) removes the cap in header-capable MCP clients (Claude Code, Claude Desktop, Cursor). The full pack library and hosted suite are at swatchdog.dev.

Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
Developer Tools

The broad Category that contains the Primary Subcategory.

Primary Subcategory
AI Output Verification & Grounding

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is listed.

Access
No account required
First tracked
2026-06-12
Tool count
1
Market
US
Agent DiscoverabilityClaude Discoverability Score

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Primary Subcategory
0 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
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—Causal Mechanism RegistryPending VerificationGet notified
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—CovalPending VerificationGet notified
—Data ButlerPending VerificationGet notified
—Data PitfallsPending VerificationGet notified
—elluminatePending VerificationGet notified
—FALCON VerifyPending VerificationGet notified
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—Norma by Quality CloudsPending VerificationGet notified
—OpenlayerPending VerificationGet notified
—OSuitePending VerificationGet notified
—PortMemPending VerificationGet notified
—QuiltyPending VerificationGet notified
—RapidataPending VerificationGet notified
—swatchdogPending VerificationGet notified
—TalarionPending VerificationGet notified
—TrustAIPending VerificationGet notified
—XzarPending VerificationGet notified
—Zero False Green VerifyPending VerificationGet notified
Tools

1 tool agents can invoke

Recommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.Read guide
FAQs

swatchdog Claude Connector FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
How do I improve swatchdog's Claude Connector discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are swatchdog alternatives on Claude?

As of 2026-11-02, swatchdog competes with Arize AX, Bifrost Manifold, Black Ice, Causal Mechanism Registry, Citeproof, Council of AI, Coval, Data Butler and 22 more in Claude AI Output Verification & Grounding, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.