Coding Prompt Engineer

MCPOpen SourceMIT35.7

by hireshBrem • Tools & CLI

An MCP server that rewrites raw coding prompts into structured, language-aware prompts optimized for Cursor AI and other AI IDEs using Anthropic Claude.

Example Use Cases

1
Convert informal user requests into well-structured, detailed prompts tailored for AI code generation.
2
Language-specific prompt optimization (e.g., TypeScript, Python) so generated code follows idioms and best practices.
3
Integrate prompt rewriting into an AI IDE workflow (Cursor or similar) to improve consistency and output quality.

Description

This Model Context Protocol (MCP) server accepts raw developer prompts and rewrites them for clearer, more actionable results in AI-powered IDEs. It uses Claude (Anthropic) — specifically Claude 3 Sonnet — to add structure, specify requirements, and include language-specific considerations to improve code generation. The server is language-aware, configurable, and designed for easy integration with Cursor and similar tools. It is open-source (MIT) but requires an Anthropic API key to perform the rewrites.

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Security

Scanned 3 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

D44/100

4/17 checks passed

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Quick Stats

Service TypeMCP

Pricing ModelPremium

Capabilities0 Tools / 0 Prompts / 0 Resources

OwnerhireshBrem

CategoryTools & CLI

DependenciesStandalone