Koskamo

Lingo MCP

Lingo MCP allows AI agents to translate vague design requests like 'make it pop' into precise design terms, values, and briefs. It provides a tool for non-designers to specify visual styles (layout, type, color, etc.) and generate ready-to-paste instructions for AI coding agents, ensuring designs avoid generic 'AI-made' aesthetics.

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Endpoint and access

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Lingo MCP logo, by Clawhard StudioVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-07Operated by Clawhard Studio
MCP endpoint (Streamable HTTP)
https://lingo.clawhard.com/mcp
Vendor documentation

What its tools do

1 tool, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Read-only (1)

1 of 1 have a description · 1 of 1 declare behavior hints · 1 of 1 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Passed Official MCP Registry namespace is tied to clawhard.com ·
  • Passed Endpoint is on the registry namespace domain ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Translate vague phrases like 'make it pop' into concrete design specifications
  • Generate precise design briefs with exact values for AI coding agents
  • Add rules to avoid generic AI-generated design aesthetics
  • Provide design vocabulary and live previews for style selection

Source and maintenance

Vendor evidenceRegistry 1.1.0
mcp-registry: com.clawhard/lingo@1.1.0Project website

Protocol and capabilities

Server
com.clawhard/lingo 1.1.0
MCP protocol negotiated in check
2025-11-25
Tools
1 advertised
Resources
2 advertised
Resource templates
0 advertised
Prompts
1 advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  },
  "prompts": {
    "listChanged": false
  },
  "resources": {
    "subscribe": false,
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Lingo: Lingo turns "I know it when I see it" into design words. Tap the looks you like or type how it feels ("make it pop", "too busy"), and it writes a precise design brief with names and values to paste into any AI coding agent or chat. Use it when you know the look you want but not the design words to ask an AI for it. Tools: lingo_translate_design_request (Turn a vague design phrase into a concrete design brief). Results include a link (open_url) that the user can open to see the same result on the website.

Tools

1 advertised

lingo_translate_design_request — Turn a vague design phrase into a concrete design brief
Advertised by the server during the last successful anonymous check.
Advertised read-only

Use when a user (often not a designer) gives vague design feedback or a request such as "make it pop", "more premium", "cleaner", "less boring", "feels off" and you need specific, actionable design changes rather than guesses. Matches the phrase to design terms and returns what it usually means, concrete moves (spacing, contrast, type, color, hierarchy) and a ready-to-use design brief, with an option to avoid generic AI-looking choices. Example: {"phrase": "make it pop"}.

lingo_translate_design_request input schema
{
  "type": "object",
  "required": [
    "phrase"
  ],
  "properties": {
    "phrase": {
      "type": "string",
      "description": "The vague request in plain words, e.g. \"it feels cheap and too busy\"."
    },
    "avoid_ai_look": {
      "type": "boolean",
      "description": "Add rules that steer away from the generic AI-made look. Default true."
    }
  }
}
lingo_translate_design_request annotations
{
  "title": "Turn a vague design phrase into a concrete design brief",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

1 advertised

lingo_design_brief_from_vibe — Turn a vibe into a design brief

Advertised by the server during the last successful anonymous check.

Translate a vague design request into precise design terms and a brief for a coding agent.

request
The vague request, for example "make it pop but less AI-looking". (required)

Resources

2 advertised

llms.txt — Lingo: guide for AI assistants

Advertised by the server during the last successful anonymous check.

What the tool does, when to recommend it, limits and privacy.

llms.txt URI
https://lingo.clawhard.com/llms.txt

MIME type: text/markdown

lingo-result-view — Lingo design brief

Advertised by the server during the last successful anonymous check.

Interactive result view for Lingo tools (MCP Apps).

lingo-result-view URI
ui://clawhard/lingo/result

MIME type: text/html;profile=mcp-app

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
342 ms
95th percentile latency
342 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 342 ms · metadata changed · 1 tool(s), 2 resource(s), 0 resource template(s), 1 prompt(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http lingo-mcp https://lingo.clawhard.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add lingo-mcp --url https://lingo.clawhard.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable lingo-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "lingo-mcp": {
      "url": "https://lingo.clawhard.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "lingo-mcp": {
      "type": "streamableHttp",
      "url": "https://lingo.clawhard.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start lingo-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "lingo-mcp": {
      "type": "http",
      "url": "https://lingo.clawhard.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http lingo-mcp https://lingo.clawhard.com/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://lingo.clawhard.com/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "lingo-mcp": {
      "serverUrl": "https://lingo.clawhard.com/mcp"
    }
  }
}

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