Koskamo

PrompyAI MCP

Scores prompts against a real codebase using context-aware intelligence. It evaluates specificity, context completeness, task clarity, and file anchoring, then rewrites prompts with verified symbols and file paths to improve AI coding agent outputs.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

PrompyAI MCP logo, by samouh-waleedCommunity listingLocal stdioSource reviewed; not executedPublished by samouh-waleed
Vendor documentation

What you can do with it

  • Evaluate prompt quality against project codebase
  • Rewrite prompts with verified file paths and symbols
  • Check for specific actions and output formats
  • Verify function and class names exist in code

Source and maintenance

Community listingRegistry 0.1.1
mcp-registry: io.github.samouh-waleed/prompyai@0.1.1Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

prompyai-mcp 0.1.1

npm
prompyai-mcp package definition
{
  "version": "0.1.1",
  "transport": "stdio",
  "identifier": "prompyai-mcp",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "ANTHROPIC_API_KEY",
      "format": "string",
      "description": "Anthropic API key for AI-powered suggestions (optional — free heuristic scoring works without it)"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "prompyai-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "prompyai-mcp@0.1.1"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "prompyai-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "prompyai-mcp@0.1.1"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "prompyai-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "prompyai-mcp@0.1.1"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "prompyai-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "prompyai-mcp@0.1.1"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>"
      }
    }
  }
}

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