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inspo

by io.github.Nutlope
OverviewDiscussionsAdmin

Server Details

Real production websites for coding agents: palettes, fonts, fold autopsies and reference JSX.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
Nutlope/inspo
GitHub Stars
1,024
Server Listing
Inspo MCP
ChatGPT
–
Claude
–

TDQS

A4/5.0

Scored across 15 tools

Disambiguation4/5

Most tools target clearly distinct retrieval actions, but find_components and find_reference_components share a similar name and could be confused at first glance despite their different purposes. The descriptions do enough to separate them, and the other tools are well-bounded.

Naming Consistency4/5

The toolset follows a mostly consistent pattern with find_* for discovery lookups, get_* for fetching specific records, and list_* for enumerations. A few standalone verbs like compare, recommend, and search_screens break the pattern slightly, but the naming remains readable and predictable overall.

Tool Count5/5

Fifteen tools is well within the ideal range for a design inspiration and reference server. Each tool contributes a distinct capability from search and filtering to detailed record retrieval and orchestration, so no tool feels redundant or out of place.

Completeness5/5

The server covers the full read-only design-research workflow: discovery, filtering, detailed screen/site/collection retrieval, reference JSX, design tokens, comparison, and a recommendation orchestrator. Since it is an archival/reference server, the absence of create/update/delete operations is not a gap.

Available Tools

15 tools
compareA
Read-onlyIdempotent
Inspect

Compare 2-4 captured sites across palette, typefaces, macrostructure, mode, style tags, type/spacing/radius scales and container width. Returns per-site breakdowns plus what they share - triangulates a house style from a few references.

Inputs: slugs (required).

find_by_colorA
Read-onlyIdempotent
Inspect

Real sites whose extracted palette sits near a hex colour (OKLAB distance, so 'close' means the same colour family, not just the same hue). Use when a brief names a brand colour.

Inputs: hex (required), limit, detail, maxTokens, +1 more.

find_componentsA
Read-onlyIdempotent
Inspect

Real sites featuring a specific UI component (hero, pricing, features, cta, nav, footer, testimonial, logo-cloud, faq, stat), with a per-element crop where one exists. For copy-pasteable code use get_reference_jsx.

Inputs: type (required), mode, vibe, color, +7 more.

find_examples_for_macrostructureA
Read-onlyIdempotent
Inspect

Real sites exemplifying one of the 19 named macrostructures. Call it at the macrostructure-pick step. Accepts slugs ('bento-grid') or display names ('Bento Grid').

Inputs: name (required), limit, detail, device, +1 more.

find_reference_componentsA
Read-onlyIdempotent
Inspect

The canonical reference components as an index: id, label, macrostructure and a note for each hero / pricing / cta / nav / footer archetype. Pick one, then get_reference_jsx(type, id) for its source.

Inputs: type, macro.

find_similarA
Read-onlyIdempotent
Inspect

A screen's nearest design neighbours - ranked by design-similarity embeddings where available, else by macrostructure / industry / style overlap. One result per site.

Inputs: slug (required), limit, detail, sameSite, +1 more.

get_collectionA
Read-onlyIdempotent
Inspect

Fetch one issue by slug, including the editor's blurb and ordered screen list.

Inputs: slug (required), detail, maxTokens.

get_design_systemA
Read-onlyIdempotent
Inspect

The full DESIGN.md for one screen - real fonts, frequency-ranked palette, CSS variables, detected tech, colour roles, type ramp. Thin captured tokens are supplemented by a live fetch of the source; live=false skips that.

Inputs: slug (required), live.

get_filtersA
Read-onlyIdempotent
Inspect

Every value the filters accept: styles, industries, macrostructures, modes, vibes, colors, page types, component types. Zero input. Call it when unsure - an out-of-vocabulary value errors.

Inputs: no named parameters.

get_reference_jsxA
Read-onlyIdempotent
Inspect

The full canonical JSX source for one reference component, including the header stamp naming its macrostructure / theme / states. Copy-pasteable; tweak tokens to the target brand.

Inputs: id (required), type (required).

get_screenA
Read-onlyIdempotent
Inspect

Fetch the full record for one screen by slug - every viewport variant, palette, fonts, tech stack, designer credit.

Inputs: slug (required).

get_site_pagesA
Read-onlyIdempotent
Inspect

A site's captured pages as an ordered flow (landing → pricing → features → ...) with titles, northstars and thumbnails - how a real product sequences its pages. No arguments returns the directory of flow-capable sites. Accepts a site or screen slug.

Inputs: limit, siteSlug, maxTokens.

list_collectionsA
Read-onlyIdempotent
Inspect

List every editor-curated issue. Use this for thematic browsing - e.g. all 'Editorial Layouts' or 'Dark Product Pages'.

Inputs: no named parameters.

recommendA
Read-onlyIdempotent
Inspect

Orchestrator - start here for a brief. One call returns a macrostructure pick, 5 real exemplars, matching reference components (source via get_reference_jsx), a palette suggestion, and an evidence packet measuring the genre's paper band / display class / accent hue. Pass a macrostructure to skip the pick step. No LLM call.

Inputs: brief (required), mode, vibe, color, +5 more.

search_screensB
Read-onlyIdempotent
Inspect

Search the archive of real website screenshots. Returns screens with palette, fonts, components and image URLs.

Inputs: mode, vibe, color, limit, +11 more.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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