Clarifyprompt MCP Server

clarifyprompt-mcp

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

13 80/wk 1 tool GitHub npm

No known CVEs

Apache-2.0 license

Maintained

Last commit 77d ago

Works with most clients

Transport: stdio, sse, http

1 tool · ~138 tok

Grade A · 0.1% of 200K ctx

MCPpedia last refreshed this data 9h ago

Edit this pageView history

Clarifyprompt MCP Server is an MCP server that AI prompt optimization for 58+ platforms across 7 categories with custom platforms. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 83/100 on MCPpedia's security, maintenance and efficiency rubric.

AI / ML Writing

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "clarifyprompt": {
      "env": {
        "LLM_MODEL": "qwen2.5:7b",
        "LLM_API_URL": "http://localhost:11434/v1"
      },
      "args": [
        "-y",
        "clarifyprompt-mcp"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-lumabyteco-clarifyprompt)](https://mcppedia.org/s/io-github-lumabyteco-clarifyprompt)

Read me

What Clarifyprompt MCP Server does

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.

npx -y 'clarifyprompt-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

83/100across 5 weighted dimensions

How we score →

0255075100

−17

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked clarifyprompt-mcp against OSV.dev.

Inventory

Tools (1)

Click any tool to inspect its schema.

~138 tokens total

Community

Reviews

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How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Clarifyprompt MCP Server safe to use?: Clarifyprompt MCP Server has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under Apache-2.0.
How do I install Clarifyprompt MCP Server?: Clarifyprompt MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Clarifyprompt MCP Server do?: Clarifyprompt MCP Server provides 1 tool: clarify_prompt. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Clarifyprompt MCP Server?: Clarifyprompt MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Clarifyprompt MCP Server actively maintained?: Clarifyprompt MCP Server is recently maintained - last commit was 77 days ago. It has 13 GitHub stars.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

{ "mcpServers": { "clarifyprompt": { "env": { "LLM_MODEL": "qwen2.5:7b", "LLM_API_URL": "http://localhost:11434/v1" }, "args": [ "-y", "clarifyprompt-mcp" ], "command": "npx" } } }

Frequently Asked Questions

Is Clarifyprompt MCP Server safe to use?

Clarifyprompt MCP Server has no known CVEs as of the latest MCPpedia security scan. Authentication requirements were not detected automatically - check the project's documentation before connecting in a shared environment. Licensed under Apache-2.0.

How do I install Clarifyprompt MCP Server?

Clarifyprompt MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Clarifyprompt MCP Server do?

Clarifyprompt MCP Server provides 1 tool: clarify_prompt. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Clarifyprompt MCP Server?

Clarifyprompt MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is Clarifyprompt MCP Server actively maintained?

Clarifyprompt MCP Server is recently maintained - last commit was 77 days ago. It has 13 GitHub stars.