MCP.Market

Sparkbites MCP server

by educlopez·io.github.educlopez/sparkbites·v0.1.1

Search 500+ curated design websites and install DESIGN.md files directly from your AI agent.

C65/100grade C
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Safety scan
C65/100

full report

Adoption
New

29 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Sparkbites tools (5)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • get_bookmark

    Get full details for a single Sparkbites bookmark by name. Includes description, tags, stacks, colors, fonts, screenshot, and DESIGN.md install command if available.

  • get_design_md

    Fetch the full DESIGN.md content for a given domain. Use this to read design reference material inline without writing to disk.

  • install_design_md

    Download a DESIGN.md file for a given domain and write it to the local filesystem. Defaults to ./DESIGN.md, or ./{domain}/DESIGN.md if one already exists at the root.

  • list_design_systems

    List all websites that have a DESIGN.md file available in the design-bites repository. Optionally fuzzy-filter by domain name.

  • search_bookmarks

    Search the Sparkbites curated directory of design-forward websites. Filter by text query, tags, tech stacks, color families, and fonts.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan9 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityno repository or website to verify2/10
Overall 65/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Sparkbites compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
65/100
higher than 25% of 4,460 AI and agents servers
Tools
5
the typical AI and agents server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
29
more than 15% of 1,538 AI and agents servers with a package

What its tools let an agent do: 4 read · 1 run or deploy

Install Sparkbites in Claude Code, Cursor or VS Code

Runs npx -y sparkbites-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add sparkbites -- npx -y sparkbites-mcp
Add to Cursor

Sparkbites: common questions

Is Sparkbites MCP server safe?
With care: it is graded C, so read the findings first (65/100). Read the Sparkbites safety report
How do I install Sparkbites?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Sparkbites need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Sparkbites maintained?
The latest release is v0.1.1.
What can I use instead of Sparkbites?
Servers from other publishers that do the same job: Figma Context MCP server, Basic Memory MCP server and Agent-Native Design MCP server.
How does Sparkbites compare with other AI and agents MCP servers?
safety score 65/100 (higher than 25% of 4,460 AI and agents servers); tools 5 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Sparkbites

Same job from other publishers: the closest match first, then the best rated.

  • Figma Context
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    B
  • Basic Memory
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  • Agent-Native Design
    Agent-Native design tool - create and edit visual designs with agent assistance
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  • Roast My Design System
    Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.
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  • Openflowkit
    Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.
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