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Design Inspiration MCP Server

Searches top design platforms like Dribbble and Behance to provide UI inspiration, color palettes, and layout patterns via the Serper API. It allows users to retrieve visual references, articles, and style guides directly within any MCP-compatible client.

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: SERPER_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
⚠️
Tool annotations don’t match behaviour
1 read-only tool performs write/delete/exec — design_extract_tokens (line 410: execFile("dembrandt", args, { timeout: 60_000, maxBuffer: 5 * 1024 * 1024 }, (error, stdout, stderr)…)
⚠️
Tool descriptions don’t match what handlers do
1 tool describes read intent but its handler mutates — design_extract_tokens (line 410: execFile("dembrandt", args, { timeout: 60_000, maxBuffer: 5 * 1024 * 1024 }, (error, stdout, stderr)…)
⚠️
Known vulnerabilities in dependencies: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 1 credential: SERPER_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies3 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.12.1GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.12.1GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.12.1GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretSERPER_API_KEYclaude mcp add design-inspiration -e =your-key-here -- node /path/to/design-inspiration-mcp-server/dist/index.js
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/yonasvalentin-design-inspiration-mcp-server-1ubelu)](https://m8ven.ai/mcp/yonasvalentin-design-inspiration-mcp-server-1ubelu)
commit: 2935c0775fb1cfe3d95503615901e1fa743430e8
code hash: 1a1227d71a0ddfb84d8332b182c52650206dfce46b4f3795b5aee94a9d531e3a
verified: 6/11/2026, 11:22:01 AM
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