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Dembrandt

NPM · DEMBRANDT

Design tokens from any live site: colours, type, spacing, components, drift against a baseline.

Available components

+3 this week 84 Trust /100

Last scanned (14 hours ago)

Scores higher than 81% of npm servers

Category Design and Media

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security81
  • No malware found by supply-chain analysis.Pass
  • CVE check failed: a known high-severity CVE affects @modelcontextprotocol/sdk 1.30.0, a direct dependency. A fixed version is available. View diagnostics → Fail
  • No install/post-install scripts declared.Pass
  • 42 of 127 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency100
  • Source repository is publicly reachable at the declared URL. View diagnostics → Pass
  • Cryptographically verified build provenance (signed, bound to dembrandt/dembrandt). View diagnostics → Pass
  • Clear OSI-approved license (MIT).Pass
  • Actively maintained (last published 24 days ago).Pass
  • Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability63
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 5714 tokens (~272/item across 21 items; 21 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management73
  • Stability observed for 22 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 21 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 21 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
What we tested

Checks we ran (16)

  • Malware scan
  • Known CVEs
  • Install scripts
  • Dependency health
  • Source repository
  • Provenance
  • License
  • Maintenance
  • Security disclosure
  • Schema quality
  • Stability
  • Tool coverage
  • Injection markers
  • Destructive annotations
  • Judged manipulation
  • MCP protocol

Does not apply to this package (2)

  • Endpoint SecurityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
  • Transport & ReachabilityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.

The score does not measure everything. What the score does not measure →

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 5 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

  • 3 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

  • 29 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

  • 28 Oct 26 0
    • GHSA-f897-62hf-6gxq affects this package: high ▼ security
  • 27 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.

  • 25 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

  • 24 Oct 26 0
    • CVE-2023-54404 affects this package: high ▼ security
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Analysed npm/dembrandt@0.39.2

Provenance Verified

A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.

Result Verified
Ecosystem npm
Reason Verified
Discovered via Registry attestation endpoint
Source repo dembrandt/dembrandt
Certificate issuer https://token.actions.githubusercontent.com
Certificate SAN https://github.com/dembrandt/dembrandt/.github/workflows/release.yml@refs/tags/v0.39.2
Rekor log index 3208591547
Predicate type SLSA build provenance https://slsa.dev/provenance/v1
Subject digest sha512:a7f60340c200a5bdeb8fbcc11f499a69b57188197e3e7e14c8f2baa8da845176c562536ef0b183ddc6cc321a5f7e412524bbce630514d4d2f1bbfbe81

Background: How many MCP packages publish verified provenance →

Vulnerabilities 7 findings
ID CVE Severity Vector Fix available
GHSA-22jm-h49p-29qw CVE-2026-111767 high CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:L yes
GHSA-46jr-4wx8-v453 CVE-2026-111768 high CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H yes
GHSA-6prh-2h8m-c8cw CVE-2026-111769 medium CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:L/A:N yes
GHSA-6qxp-vccf-f47h CVE-2026-104850 high CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N yes
GHSA-f897-62hf-6gxq high CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H yes
GHSA-rvq5-wwqv-78pq CVE-2026-111771 medium CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:N yes
GHSA-mrhx-c7xc-m3w5 CVE-2023-54404 high CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H yes

Background: What a vulnerability scan can and cannot prove →

Dependencies 127 packages
Packages resolved 127
Stale 42
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 21 exposed · ~5,714 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
cancel_job ~37

Cancel a queued extraction job. Has no effect on jobs that are already running.

NameTypeReqDescription
job_idstringyesThe job_id to cancel

No output schema declared.

No examples provided.

check_contrast ~133

Grade colour pairs against WCAG 2.1 contrast, at the threshold the text size earns: 18pt, or 14pt bold, is large scale and needs 3:1 where body text needs 4.5:1. Takes pairs you name, so it grades colours you are about to ship rather than only colours already on a page. Returns the ratio, the required ratio, and the AA and AAA verdicts per pair. Pure and synchronous, no browser. For pairs already rendered on a site, extract with wcag instead.

NameTypeReqDescription
pairsarrayyesThe colour pairs to grade

No output schema declared.

No examples provided.

check_robots ~92

Ask whether robots.txt allows extracting a URL, before spending a browser run on it. Returns the verdict, the rule that decided it, and the robots.txt status. A 404 or 410 means no robots.txt and everything is allowed; any other unreadable response is treated as a refusal. Cheap and synchronous: one HTTP request, no browser.

NameTypeReqDescription
urlstringyesThe URL you intend to extract

No output schema declared.

No examples provided.

compute_drift ~255

Compare two dembrandt extractions and return a design-drift report: a 0-100 score (0 = identical), a stable/drift verdict, per-category scores, and the list of changed/added/removed tokens (colors, typography, spacing, radius, shadows). Pure and synchronous, no browser. Takes either an inline extraction or the job_id of a completed one. Use it to check whether generated or updated UI has drifted from a brand baseline.

NameTypeReqDescription
baselineobject–A dembrandt extraction object. Omit it and pass job_id instead to read a completed extraction straight out of the job queue, which avoids sending the whole extraction back through the model.
baselineJobIdstring–job_id of a completed extraction to read instead of passing result inline
candidateobject–A dembrandt extraction object. Omit it and pass job_id instead to read a completed extraction straight out of the job queue, which avoids sending the whole extraction back through the model.
candidateJobIdstring–job_id of a completed extraction to read instead of passing result inline
failThresholdnumber–Score above this yields a 'drift' verdict (default 10)

No output schema declared.

No examples provided.

export_dtcg ~162

Convert a dembrandt extraction to W3C Design Tokens (DTCG) format: color, typography, spacing, radius, border, and shadow tokens with $type/$value structure and dembrandt provenance under $extensions. Pure and synchronous, no browser. Takes either an inline extraction or the job_id of a completed one. Use it to hand tokens to Style Dictionary, Figma token plugins, or any DTCG-compatible pipeline.

NameTypeReqDescription
job_idstring–job_id of a completed extraction to read instead of passing result inline
resultobject–A dembrandt extraction object. Omit it and pass job_id instead to read a completed extraction straight out of the job queue, which avoids sending the whole extraction back through the model.

No output schema declared.

No examples provided.

export_shadcn ~169

Render a shadcn/ui theme from a dembrandt extraction: the :root block and the @theme inline mapping Tailwind v4 needs. A slot is written only where the page supplied a value, and the rest are named in the file header and left at shadcn's own defaults, so no slot is filled with an invented value that reads as measured. Pure and synchronous, no browser. Takes either an inline extraction or the job_id of a completed one.

NameTypeReqDescription
job_idstring–job_id of a completed extraction to read instead of passing result inline
resultobject–A dembrandt extraction object. Omit it and pass job_id instead to read a completed extraction straight out of the job queue, which avoids sending the whole extraction back through the model.

No output schema declared.

No examples provided.

export_tailwind ~151

Render a Tailwind v4 @theme CSS block from a dembrandt extraction: colors, typography, spacing, radii and shadows as custom properties, observed values only, with nothing invented. Pure and synchronous, no browser. Takes either an inline extraction or the job_id of a completed one. Write the output to a project's CSS entry point so Tailwind utilities resolve to the measured brand.

NameTypeReqDescription
job_idstring–job_id of a completed extraction to read instead of passing result inline
resultobject–A dembrandt extraction object. Omit it and pass job_id instead to read a completed extraction straight out of the job queue, which avoids sending the whole extraction back through the model.

No output schema declared.

No examples provided.

generate_design_md ~146

Render a DESIGN.md brand guide (markdown) from a dembrandt extraction: colors, typography, spacing, surfaces, and components as a human-readable design reference. Pure and synchronous, no browser. Takes either an inline extraction or the job_id of a completed one. Write the output to DESIGN.md in a project so agents and developers build UI against the extracted brand.

NameTypeReqDescription
job_idstring–job_id of a completed extraction to read instead of passing result inline
resultobject–A dembrandt extraction object. Omit it and pass job_id instead to read a completed extraction straight out of the job queue, which avoids sending the whole extraction back through the model.

No output schema declared.

No examples provided.

get_brand_identity ~500

Extract brand identity from a live website: site name, logo (source, dimensions, safe zone), all favicon variants (icon, apple-touch-icon, og:image, twitter:image with sizes and URLs), what builds the UI with versions where recoverable (JS and meta frameworks, CSS frameworks, component libraries, site builders), icon systems, and responsive breakpoints. Set pages > 1 to crawl and merge several pages, which yields a markedly stronger token set than a single page. Returns a job_id by default: poll it with get_job_status, and pass the same job_id to compute_drift, get_findings, export_dtcg, generate_design_md or render_report instead of resending the extraction.

NameTypeReqDescription
basicAuthstring–HTTP Basic credentials as "user:password"
cookiestring–Cookie string for authenticated pages, e.g. "session=abc; token=xyz"
cookieFilestring–Path to a cookie export: JSON array, Playwright storageState (cookies + localStorage), or Netscape cookies.txt
darkModeboolean–Extract the dark theme: the page is rendered with prefers-color-scheme: dark
header––Extra HTTP header, e.g. "Authorization: Bearer eyJ...", or a list of them
mobileboolean–Extract from a mobile viewport instead of desktop
noSandboxboolean–Disable the browser sandbox, required inside Docker and most CI containers
pagesinteger–Extract up to N pages and merge them into one token set. Pages are discovered from DOM links, or from sitemap.xml when sitemap is true. Merged tokens are markedly stronger than a single page.
pathsarray–Explicit extra paths on the same domain to extract and merge, e.g. ["/pricing", "/docs"]. Overrides page discovery.
sitemapboolean–Discover the extra pages from sitemap.xml instead of DOM links. Alone it takes up to 20 pages; set pages to cap it
slowboolean–3x timeouts for heavy SPAs
syncboolean–Wait for the result directly instead of returning a job_id. Blocks 15-40s for one page, and proportionally longer for a multi-page crawl.
urlstringyesWebsite URL (e.g. example.com)
userAgentstring–Custom user agent string

No output schema declared.

No examples provided.

get_color_palette ~517

Extract brand colors from a live website. Returns semantic colors (primary, secondary, accent, plus background and text promoted from the page surface and body text), full palette ranked by usage frequency and confidence (high/medium/low), CSS custom properties with their design-system names, and hover/focus state colors discovered by simulating real user interactions. Each color in hex, RGB, LCH, and OKLCH. Set pages > 1 to crawl and merge several pages, which yields a markedly stronger token set than a single page. Returns a job_id by default: poll it with get_job_status, and pass the same job_id to compute_drift, get_findings, export_dtcg, generate_design_md or render_report instead of resending the extraction.

NameTypeReqDescription
basicAuthstring–HTTP Basic credentials as "user:password"
cookiestring–Cookie string for authenticated pages, e.g. "session=abc; token=xyz"
cookieFilestring–Path to a cookie export: JSON array, Playwright storageState (cookies + localStorage), or Netscape cookies.txt
darkModeboolean–Also extract dark mode palette
header––Extra HTTP header, e.g. "Authorization: Bearer eyJ...", or a list of them
mobileboolean–Extract from a mobile viewport instead of desktop
noSandboxboolean–Disable the browser sandbox, required inside Docker and most CI containers
pagesinteger–Extract up to N pages and merge them into one token set. Pages are discovered from DOM links, or from sitemap.xml when sitemap is true. Merged tokens are markedly stronger than a single page.
pathsarray–Explicit extra paths on the same domain to extract and merge, e.g. ["/pricing", "/docs"]. Overrides page discovery.
sitemapboolean–Discover the extra pages from sitemap.xml instead of DOM links. Alone it takes up to 20 pages; set pages to cap it
slowboolean–3x timeouts for heavy SPAs
syncboolean–Wait for the result directly instead of returning a job_id. Blocks 15-40s for one page, and proportionally longer for a multi-page crawl.
urlstringyesWebsite URL (e.g. example.com)
userAgentstring–Custom user agent string
wcagboolean–Include WCAG contrast analysis between palette colors

No output schema declared.

No examples provided.

get_component_styles ~498

Extract UI component styles from a live website. Returns button variants with default, hover, active, and focus states (background, text color, padding, border radius, border, shadow, outline, opacity), input field styles (border, focus ring, padding, placeholder), link styles (color, text decoration, hover changes), and badge/tag styles. Set pages > 1 to crawl and merge several pages, which yields a markedly stronger token set than a single page. Returns a job_id by default: poll it with get_job_status, and pass the same job_id to compute_drift, get_findings, export_dtcg, generate_design_md or render_report instead of resending the extraction.

NameTypeReqDescription
basicAuthstring–HTTP Basic credentials as "user:password"
cookiestring–Cookie string for authenticated pages, e.g. "session=abc; token=xyz"
cookieFilestring–Path to a cookie export: JSON array, Playwright storageState (cookies + localStorage), or Netscape cookies.txt
darkModeboolean–Extract the dark theme: the page is rendered with prefers-color-scheme: dark
header––Extra HTTP header, e.g. "Authorization: Bearer eyJ...", or a list of them
mobileboolean–Extract from a mobile viewport instead of desktop
noSandboxboolean–Disable the browser sandbox, required inside Docker and most CI containers
pagesinteger–Extract up to N pages and merge them into one token set. Pages are discovered from DOM links, or from sitemap.xml when sitemap is true. Merged tokens are markedly stronger than a single page.
pathsarray–Explicit extra paths on the same domain to extract and merge, e.g. ["/pricing", "/docs"]. Overrides page discovery.
sitemapboolean–Discover the extra pages from sitemap.xml instead of DOM links. Alone it takes up to 20 pages; set pages to cap it
slowboolean–3x timeouts for heavy SPAs
syncboolean–Wait for the result directly instead of returning a job_id. Blocks 15-40s for one page, and proportionally longer for a multi-page crawl.
urlstringyesWebsite URL (e.g. example.com)
userAgentstring–Custom user agent string

No output schema declared.

No examples provided.

get_design_tokens ~575

Extract the full design system from a live website. Launches a real browser, navigates to the site, and returns production-ready design tokens: color palette (hex, RGB, LCH, OKLCH) with semantic roles and CSS custom properties, typography scale (families, fallbacks, sizes, weights, line heights, letter spacing by context), spacing system with grid detection, border radii, border patterns, box shadows for elevation, component styles (buttons with hover/focus states, inputs, links, badges), responsive breakpoints, logo and favicons, site name, the frameworks and libraries that build the UI, and icon systems. Set pages > 1 to crawl and merge several pages, which yields a markedly stronger token set than a single page. Returns a job_id by default: poll it with get_job_status, and pass the same job_id to compute_drift, get_findings, export_dtcg, generate_design_md or render_report instead of resending the extraction.

NameTypeReqDescription
basicAuthstring–HTTP Basic credentials as "user:password"
cookiestring–Cookie string for authenticated pages, e.g. "session=abc; token=xyz"
cookieFilestring–Path to a cookie export: JSON array, Playwright storageState (cookies + localStorage), or Netscape cookies.txt
darkModeboolean–Extract the dark theme: the page is rendered with prefers-color-scheme: dark
header––Extra HTTP header, e.g. "Authorization: Bearer eyJ...", or a list of them
mobileboolean–Extract from a mobile viewport instead of desktop
noSandboxboolean–Disable the browser sandbox, required inside Docker and most CI containers
pagesinteger–Extract up to N pages and merge them into one token set. Pages are discovered from DOM links, or from sitemap.xml when sitemap is true. Merged tokens are markedly stronger than a single page.
pathsarray–Explicit extra paths on the same domain to extract and merge, e.g. ["/pricing", "/docs"]. Overrides page discovery.
sitemapboolean–Discover the extra pages from sitemap.xml instead of DOM links. Alone it takes up to 20 pages; set pages to cap it
slowboolean–3x timeouts for heavy SPAs
syncboolean–Wait for the result directly instead of returning a job_id. Blocks 15-40s for one page, and proportionally longer for a multi-page crawl.
urlstringyesWebsite URL (e.g. example.com)
userAgentstring–Custom user agent string
wcagboolean–Include WCAG contrast analysis between palette colors

No output schema declared.

No examples provided.

get_findings ~172

Lint a dembrandt extraction for design-system quality issues: WCAG contrast failures, inconsistency (near-duplicate colors, off-scale spacing values, radius sprawl), and duplication. Returns findings with severity (error/warn), category, and a human-readable message, plus summary counts. Pure and synchronous, no browser. Takes either an inline extraction or the job_id of a completed one. Complements compute_drift: drift asks 'did it change', findings asks 'is it good'.

NameTypeReqDescription
job_idstring–job_id of a completed extraction to read instead of passing result inline
resultobject–A dembrandt extraction object. Omit it and pass job_id instead to read a completed extraction straight out of the job queue, which avoids sending the whole extraction back through the model.

No output schema declared.

No examples provided.

get_job_status ~68

Poll for the result of an async extraction job. Returns status (queued/running/completed/failed/cancelled) and the full result once completed. Call this after any extraction tool that returned a job_id.

NameTypeReqDescription
job_idstringyesThe job_id returned by an extraction tool

No output schema declared.

No examples provided.

get_motion ~464

Extract the motion system from a live website: transition and animation durations with their usage counts, easing curves, the durations and easings used per component context (button, link, nav, card, modal), named keyframe animations, and the hover patterns discovered by simulating real interaction. Also returns gradients, which travel with motion as the decorative layer. Set pages > 1 to crawl and merge several pages, which yields a markedly stronger token set than a single page. Returns a job_id by default: poll it with get_job_status.

NameTypeReqDescription
basicAuthstring–HTTP Basic credentials as "user:password"
cookiestring–Cookie string for authenticated pages, e.g. "session=abc; token=xyz"
cookieFilestring–Path to a cookie export: JSON array, Playwright storageState (cookies + localStorage), or Netscape cookies.txt
darkModeboolean–Extract the dark theme: the page is rendered with prefers-color-scheme: dark
header––Extra HTTP header, e.g. "Authorization: Bearer eyJ...", or a list of them
mobileboolean–Extract from a mobile viewport instead of desktop
noSandboxboolean–Disable the browser sandbox, required inside Docker and most CI containers
pagesinteger–Extract up to N pages and merge them into one token set. Pages are discovered from DOM links, or from sitemap.xml when sitemap is true. Merged tokens are markedly stronger than a single page.
pathsarray–Explicit extra paths on the same domain to extract and merge, e.g. ["/pricing", "/docs"]. Overrides page discovery.
sitemapboolean–Discover the extra pages from sitemap.xml instead of DOM links. Alone it takes up to 20 pages; set pages to cap it
slowboolean–3x timeouts for heavy SPAs
syncboolean–Wait for the result directly instead of returning a job_id. Blocks 15-40s for one page, and proportionally longer for a multi-page crawl.
urlstringyesWebsite URL (e.g. example.com)
userAgentstring–Custom user agent string

No output schema declared.

No examples provided.

get_spacing ~466

Extract the spacing system from a live website: common margin and padding values sorted by frequency, pixel and rem values, and grid system detection (4px, 8px, or custom scale). Set pages > 1 to crawl and merge several pages, which yields a markedly stronger token set than a single page. Returns a job_id by default: poll it with get_job_status, and pass the same job_id to compute_drift, get_findings, export_dtcg, generate_design_md or render_report instead of resending the extraction.

NameTypeReqDescription
basicAuthstring–HTTP Basic credentials as "user:password"
cookiestring–Cookie string for authenticated pages, e.g. "session=abc; token=xyz"
cookieFilestring–Path to a cookie export: JSON array, Playwright storageState (cookies + localStorage), or Netscape cookies.txt
darkModeboolean–Extract the dark theme: the page is rendered with prefers-color-scheme: dark
header––Extra HTTP header, e.g. "Authorization: Bearer eyJ...", or a list of them
mobileboolean–Extract from a mobile viewport instead of desktop
noSandboxboolean–Disable the browser sandbox, required inside Docker and most CI containers
pagesinteger–Extract up to N pages and merge them into one token set. Pages are discovered from DOM links, or from sitemap.xml when sitemap is true. Merged tokens are markedly stronger than a single page.
pathsarray–Explicit extra paths on the same domain to extract and merge, e.g. ["/pricing", "/docs"]. Overrides page discovery.
sitemapboolean–Discover the extra pages from sitemap.xml instead of DOM links. Alone it takes up to 20 pages; set pages to cap it
slowboolean–3x timeouts for heavy SPAs
syncboolean–Wait for the result directly instead of returning a job_id. Blocks 15-40s for one page, and proportionally longer for a multi-page crawl.
urlstringyesWebsite URL (e.g. example.com)
userAgentstring–Custom user agent string

No output schema declared.

No examples provided.

get_surfaces ~475

Extract surface treatment tokens from a live website: border radii with element context (which radii are used on buttons vs cards vs inputs vs modals), border patterns (width + style + color combinations), and box shadow elevation levels. Set pages > 1 to crawl and merge several pages, which yields a markedly stronger token set than a single page. Returns a job_id by default: poll it with get_job_status, and pass the same job_id to compute_drift, get_findings, export_dtcg, generate_design_md or render_report instead of resending the extraction.

NameTypeReqDescription
basicAuthstring–HTTP Basic credentials as "user:password"
cookiestring–Cookie string for authenticated pages, e.g. "session=abc; token=xyz"
cookieFilestring–Path to a cookie export: JSON array, Playwright storageState (cookies + localStorage), or Netscape cookies.txt
darkModeboolean–Extract the dark theme: the page is rendered with prefers-color-scheme: dark
header––Extra HTTP header, e.g. "Authorization: Bearer eyJ...", or a list of them
mobileboolean–Extract from a mobile viewport instead of desktop
noSandboxboolean–Disable the browser sandbox, required inside Docker and most CI containers
pagesinteger–Extract up to N pages and merge them into one token set. Pages are discovered from DOM links, or from sitemap.xml when sitemap is true. Merged tokens are markedly stronger than a single page.
pathsarray–Explicit extra paths on the same domain to extract and merge, e.g. ["/pricing", "/docs"]. Overrides page discovery.
sitemapboolean–Discover the extra pages from sitemap.xml instead of DOM links. Alone it takes up to 20 pages; set pages to cap it
slowboolean–3x timeouts for heavy SPAs
syncboolean–Wait for the result directly instead of returning a job_id. Blocks 15-40s for one page, and proportionally longer for a multi-page crawl.
urlstringyesWebsite URL (e.g. example.com)
userAgentstring–Custom user agent string

No output schema declared.

No examples provided.

get_typography ~518

Extract typography from a live website. Returns every font family with its fallback stack, the complete type scale grouped by context (heading, body, text, button, link, caption) with pixel and rem sizes, weights, line heights, letter spacing, and text transforms. The body context marks the dominant reading-text font; text marks other body-eligible copy. Also reports font sources: Google Fonts URLs, Adobe Fonts usage, and variable font detection. Set pages > 1 to crawl and merge several pages, which yields a markedly stronger token set than a single page. Returns a job_id by default: poll it with get_job_status, and pass the same job_id to compute_drift, get_findings, export_dtcg, generate_design_md or render_report instead of resending the extraction.

NameTypeReqDescription
basicAuthstring–HTTP Basic credentials as "user:password"
cookiestring–Cookie string for authenticated pages, e.g. "session=abc; token=xyz"
cookieFilestring–Path to a cookie export: JSON array, Playwright storageState (cookies + localStorage), or Netscape cookies.txt
darkModeboolean–Extract the dark theme: the page is rendered with prefers-color-scheme: dark
header––Extra HTTP header, e.g. "Authorization: Bearer eyJ...", or a list of them
mobileboolean–Extract from a mobile viewport instead of desktop
noSandboxboolean–Disable the browser sandbox, required inside Docker and most CI containers
pagesinteger–Extract up to N pages and merge them into one token set. Pages are discovered from DOM links, or from sitemap.xml when sitemap is true. Merged tokens are markedly stronger than a single page.
pathsarray–Explicit extra paths on the same domain to extract and merge, e.g. ["/pricing", "/docs"]. Overrides page discovery.
sitemapboolean–Discover the extra pages from sitemap.xml instead of DOM links. Alone it takes up to 20 pages; set pages to cap it
slowboolean–3x timeouts for heavy SPAs
syncboolean–Wait for the result directly instead of returning a job_id. Blocks 15-40s for one page, and proportionally longer for a multi-page crawl.
urlstringyesWebsite URL (e.g. example.com)
userAgentstring–Custom user agent string

No output schema declared.

No examples provided.

list_jobs ~43

List all extraction jobs from this session with their status (queued/running/completed/failed/cancelled), URL, and timestamps. Completed jobs are kept for one hour.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

render_report ~153

Render a self-contained HTML report (inline CSS, no external resources) from a dembrandt extraction, optionally including a drift diff. Takes either an inline extraction or the job_id of a completed one. Returns the HTML as text: write it to a .html file to open offline or attach as a CI artifact.

NameTypeReqDescription
drift––A drift report from compute_drift, to render the diff banner
job_idstring–job_id of a completed extraction to read instead of passing result inline
resultobject–A dembrandt extraction object. Omit it and pass job_id instead to read a completed extraction straight out of the job queue, which avoids sending the whole extraction back through the model.

No output schema declared.

No examples provided.

validate_dtcg ~120

Validate a W3C Design Tokens (DTCG) document against the 2025.10 spec: token types, colour objects and their component ranges, dimensions, references, and property-level $ref pointers. Returns valid plus the list of errors with the path each one sits at. Pure and synchronous, no browser. Use it after writing or editing a token file, including one this server produced, so a hand edit cannot quietly break the document.

NameTypeReqDescription
tokensobjectyesThe DTCG token document to validate, as an object

No output schema declared.

No examples provided.

Install

How do I install the Dembrandt MCP server?

Dembrandt runs locally as an npm package, launched with npx -y dembrandt mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

npm · dembrandt

# add to Claude Code
claude mcp add dembrandt-dembrandt -- npx -y dembrandt mcp
Common questions

What is the Dembrandt MCP server?

Dembrandt is an MCP server listed in the public MCP registry as io.github.dembrandt/dembrandt. Design tokens from any live site: colours, type, spacing, components, drift against a baseline. This page covers its npm package (dembrandt).

Is the Dembrandt MCP server safe to use?

Dembrandt scores 84 out of 100 on VerifyMCP. We recorded 7 known advisories against it as of 5 November 2026. It declares no install or post-install scripts. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Dembrandt MCP server expose?

Dembrandt exposes 21 tools: get_design_tokens, get_color_palette, get_typography, get_component_styles, get_surfaces, and 16 more. Their descriptions and schemas cost roughly 5,714 tokens of context every time the server is loaded.

Is the Dembrandt MCP server still maintained?

Dembrandt is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the Dembrandt MCP server under?

Dembrandt declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

What did VerifyMCP test on the Dembrandt MCP server?

VerifyMCP ran 16 checks on Dembrandt, covering Malware scan, Known CVEs, Install scripts, Dependency health and 12 more. Endpoint Security and Transport & Reachability do not apply to an npm package, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.