Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
MCP server and CLI that makes CSS legible to AI agents — explains what applies and why.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Öffne Claude Desktop → Settings → Developer → Edit Config und füge dies in claude_desktop_config.json ein
{
"mcpServers": {
"stylespeak": {
"command": "npx",
"args": [
"-y",
"@patrizzos/stylespeak"
]
}
}
}Führe das in deinem Terminal aus
claude mcp add stylespeak -- npx -y @patrizzos/stylespeakIn .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"stylespeak": {
"command": "npx",
"args": [
"-y",
"@patrizzos/stylespeak"
]
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"stylespeak": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@patrizzos/stylespeak"
]
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
Dieser Server läuft auf deinem Computer, und ChatGPT kann sich nur mit Servern im Internet verbinden. Wähle eine andere App.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Läuft auf deinem Computer; die Tool-Liste erscheint nach der Installation in deiner KI-App.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 7. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto patrizzos bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieser Server läuft auf deinem Computer; es gibt keinen Endpunkt im Internet
Läuft auf deinem Computer und nutzt stattdessen lokale Einstellungen
Läuft auf deinem Computer; Tool-Listen können wir nur von Endpunkten im Internet lesen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Die Registry nennt keinen erforderlichen Schlüssel, manche Server bitten dich aber bei der ersten Nutzung, dich anzumelden.
Er läuft auf deinem Computer. Deine KI-App startet ihn bei Bedarf, und die Daten laufen nicht über die Server des Entwicklers (außer der Server ruft selbst einen Onlinedienst auf).
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (1.2.0) kam vor 3 Monaten in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Außerdem brauchst du Node.js auf deinem Computer.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
A companion MCP server and CLI to stylesafe that makes CSS legible to AI agents — resolving cascade, tracing properties, predicting change impact, and explaining what applies and why before an agent touches a single line of styles.
AI coding agents write CSS without being able to see its effect. They modify a rule, assume it worked, and move on — unaware that a higher-specificity rule elsewhere already overrides it, a combinator rule in another file is silently winning, or a CSS variable resolves to something entirely different than expected. stylespeak gives agents a structured knowledge layer to consult *before* making changes.
`resolve_styles` — answers "what CSS actually applies to this selector?"
Given a selector and a set of files, returns every CSS property the selector would receive, which rule wins for each, and which rules were overridden — with confidence levels since no real DOM is available. CSS custom properties (var()) are resolved to their actual values, including chained variables, fallbacks, and media-context overrides.
`trace_property` — answers "everywhere this property is set, who wins?"
Given a property name and a set of files, returns every rule that sets it, groups competing rules that target overlapping selectors, and shows the full cascade chain for each group — with resolved variable values included.
`impact_preview` — answers "if I change this, what else breaks?"
Given a selector, property, and optional new value, predicts the full blast radius of the change before it's made — showing which selectors will see a different value, which are shielded by higher specificity, which cascade relationships are uncertain, and which downstream rules are affected through CSS variable chains or property inheritance. Works without a browser.
`style_manifest` — answers "what does this entire project's CSS look like at a glance?"
Builds a compressed, structured summary of a project's entire CSS knowledge — selectors, properties, variables, competition groups, and risk hotspots — that an agent can load once at the start of a session and keep in context instead of repeatedly querying individual files.
`live_resolve` — answers "what does the browser actually compute for this selector?"
Queries a running Chromium browser via CDP and returns exact computed styles and matched rules. No heuristics, no confidence levels — the browser resolved it. Requires Chrome running with --remote-debugging-port=9222.
Works on more than plain CSS. The four static tools above analyze .css, .scss, CSS Modules, and — as of v1.3 — styled-components and Emotion source files (.js / .jsx / .ts / .tsx), all through the same cascade engine.
npm install -g @patrizzos/stylespeak
stylespeak resolve ".btn.primary" src/styles/main.css
stylespeak trace "color" --projectRoot src/styles stylespeak impact ".btn" "background-color" src/styles/main.css --newValue "#ff0000" stylespeak manifest --projectRoot src/styles
-> .Button)stylespeak resolve ".Button" src/components/Button.jsx stylespeak manifest --projectRoot src
Add to your MCP client config (Cursor: .cursor/mcp.json, VS Code: .vscode/mcp.json):
{
"mcpServers": { "stylespeak": { "command": "node", "args": ["/absolute/path/to/stylespeak/src/server.js"] } } }
Once connected, agents can call:
resolve_styles({ selector, files, projectRoot, componentFiles? })trace_property({ property, files, projectRoot })impact_preview({ selector, property, newValue?, files, projectRoot })style_manifest({ files?, projectRoot?, maxSelectors? })live_resolve({ selector, port?, tabUrl? })stylespeak impact ".btn" "background-color" src/styles/buttons.css --newValue "#ff0000"
{
"change": { "selector": ".btn", "property": "background-color", "currentValue": "var(--color-primary)", "newValue": "#ff0000" }, "blastRadius": { "total": 3, "valueChanges": 1, "shielded": 1, "risks": 0, "variableDownstream": 0, "inheritanceDownstream": 1 }, "riskLevel": "low", "safeToChange": true, "impacts": [ { "type": "value-change", "affectedSelector": ".btn", "currentValue": "var(--color-primary)", "newValue": "#ff0000", "confidence": "certain" }, { "type": "shielded", "affectedSelector": ".btn.primary", "shieldingValue": "darkblue", "confidence": "certain", "reason": ".btn.primary has higher specificity — elements with both classes won't be affected" } ], "summary": "1 selector will see a different value, 1 selector is shielded by higher specificity.", "agentNote": "Change appears safe to make. Shielded selectors are safe — higher-specificity rules protect those elements." }
stylespeak resolve ".btn" src/styles/buttons.css
{
"properties": { "background-color": { "winner": { "value": "var(--color-primary)", "resolvedValue": "#2563eb", "variableChain": ["--color-primary → #2563eb"], "selector": ".btn", "specificity": "(0,0,1,0)" }, "confidence": "certain" } }, "variables": { "--color-primary": { "value": "#2563eb", "selector": ":root" } } }
| Level | Meaning |
|---|---|
certain | Exact selector match — rule definitively applies |
likely | Rule tokens are a subset of the queried selector — applies in most cases |
possible | Combinator rule — depends on DOM ancestry, unknown without rendering |
exact | Returned by live_resolve only — browser-resolved, no heuristics |
As of v0.2, stylespeak fully resolves CSS custom properties (var()) in all output:
value — the raw value as written (var(--color-primary))resolvedValue — the actual resolved value (#2563eb)variableChain — the full resolution path, including chained variablesconditionalValues — media-context overrides where the variable resolves differentlySupported: simple, fallback, nested fallback, chained, scoped, media-context, circular reference protection.
As of v1.3, stylespeak statically extracts styles from .js, .jsx, .ts, .tsx, .mjs and .cjs files that import styled-components, @emotion/styled, @emotion/react or @emotion/css, and runs them through the same cascade engine as plain CSS. resolve_styles, trace_property, impact_preview and style_manifest all work on them, and CSS-in-JS and regular CSS can be analyzed together.
Pass JS/TS files in files, or point projectRoot at a directory — files that import one of these libraries are discovered automatically and all other JS/TS files are ignored.
Generated class names are hashed at runtime, so each styled component is addressed by its variable name as a class selector:
const Button = styled.button`...`; // -> .Button
export default styled.section...; // -> .Card (named after the file, e.g. Card.jsx)
Rules are tagged cssInJs, library and component, and are treated as locally scoped (like CSS Modules): two components named Wrapper in different files are independent, never reported as conflicting, and never counted as a "declared in N locations" risk. Querying such a name is flagged as ambiguous, because results will mix both files.
| Syntax | Handling |
|---|---|
| Tagged templates | styled.div`…` , styled(Comp)`…` , styled.div.attrs(…)`…` , styled.div `…` (TypeScript generics), css`…` |
| Object syntax | styled.div({ … }), styled(Comp)({ … }), css({ … }), styled.div(props => ({ … })) |
| Global styles | createGlobalStyle / injectGlobal — real selectors, not locally scoped |
| Nesting | &, && (specificity bump), &:hover, bare :hover, nested selectors, @media / @supports / @container |
| Component selectors | ${Icon} { … } becomes .Icon, e.g. .Button .Icon |
| Constants | Same-file const strings, numbers and object paths: ${SPACING}, ${colors.primary}, @media ${bp.md} |
css helpers | Same-file const mixin = css`…` is inlined where interpolated (${mixin}, ...mixin) and is also queryable by its own name (tagged css-helper) — useful because Emotion's css={mixin} prop makes the helper the only visible record of those styles |
| Object notation | camelCase becomes kebab-case, vendor prefixes (WebkitX → -webkit-x, msX → -ms-x), unitless numbers get px (except unitless properties like opacity, z-index, line-height) |
Values that depend on props or theme can't be known statically. stylespeak keeps the original expression, marks it, and tells the agent:
"color": {
"winner": { "value": "${props => props.color}", "selector": ".Button", "cssInJs": true, "library": "styled-components", "component": "Button", "dynamic": true }, "confidence": "certain", "dynamic": true }
dynamic: true on a declaration, winner and property means the value depends on runtime props/theme — the winner may differ depending on props.${p => p.active && css…}) can't be evaluated. They are dropped and counted in dynamicInterpolations, and agentNote warns that additional styles may apply at runtime.cssInJs.skipped in style_manifest output instead of being silently ignored.styled(Base) records extends; agentNote tells the agent to also resolve the base component.This is static analysis, so there are boundaries:
styled(Base) does not merge the base component's styles into the child — resolve the base selector separately.ThemeProvider themes are not resolved.css prop on JSX elements and style blocks not assigned to a named variable are anonymous — there is no selector to target, so they are reported as skipped.keyframes are not modeled, and .attrs({ className }) is not considered.live_resolve against the real element.stylesafe catches problems in your CSS — conflicts, dead rules, Tailwind clashes — before they ship.
stylespeak explains your CSS — resolving cascade, tracing properties, predicting impact, resolving variables — so agents understand before they act.
Use stylesafe as a post-edit check. Use stylespeak as a pre-edit consultation. Together they give AI coding agents a complete feedback loop on styles.
live_resolve requires a Chromium browser running with remote debugging enabled:
# Windows
chrome.exe --remote-debugging-port=9222
/Applications/Google\ Chrome.app/Contents/MacOS/Google\ Chrome --remote-debugging-port=9222
google-chrome --remote-debugging-port=9222
Security note: Never run
--remote-debugging-porton a machine exposed to untrusted networks or in production. This flag opens a local API that any process on the machine can connect to.
| Format | Support level |
|---|---|
.css | Full |
.scss | Full — nesting, & references, @media passthrough |
| .module.css / `.
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