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Repo Prompt: AI Code Context Builder for Efficient Project Understanding

Chris Messina

4mo ago· 1 min readenProduct

38/100

Stale

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Score38Typepress releaseSentimentpositive

Summary

Repo Prompt is a tool that helps AI models understand codebases efficiently by analyzing projects and selecting only relevant files and functions to build dense context that fits within model token limits. It works with existing AI subscriptions like Claude MAX, ChatGPT Plus, and Gemini without additional API costs, and includes an MCP server that enables context analysis and discovery for development tools like Claude Code, Cursor, and Codex.

Key quotes

· 4 pulled

Repo Prompt helps AI models understand your codebase without wasting tokens on irrelevant code.

Context Builder analyzes your project and selects the files and functions needed for your task, building dense context that fits in model limits.

It works with your existing AI subscriptions (Claude MAX, ChatGPT Plus, Gemini) — no extra API costs.

The MCP server turns Repo Prompt into a backend for Claude Code, Cursor, and Codex, giving them context analysis and discovery they can't do on their own.

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Repo Prompt helps AI models understand your codebase without wasting tokens on irrelevant code. Context Builder analyzes your project and selects the files and functions needed for your task, building dense context that fits in model limits. It works with

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