Repo Prompt
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TL;DR
Repo Prompt is a macOS-native context engineering app for AI coding agents — curates optimal code context for LLMs by letting you visually select files, generate CodeMaps, and orchestrate multi-agent workflows via MCP.
Key Facts
Free version: Community Edition is free and open-source on GitHub (817 stars). Includes visual file tree, context builder, CodeMaps and MCP server with a 32k token limit. Paid tiers unlock higher limits and advanced features.
Pricing
Starting at Free community edition; paid tiers (contact sales)
Community Edition
- Visual file tree, context builder, CodeMaps, MCP server, 32k token limit
Pro
- Full context builder, higher token limits, multi-agent orchestration, Oracle
Additional Pricing Information
Community Edition is free and open-source. Pro pricing is not publicly disclosed — contact sales. Free tier has a 32k token limit.
Details
What is Repo Prompt?
Repo Prompt is a macOS-native context engineering app that sits between a clipboard manager and an AI coding assistant — it prepares what the model sees, not the coding itself. You visually select files from a tree view, generate CodeMaps (tree-sitter-powered structural summaries that compress function signatures into token-efficient representations), and push curated context to AI coding agents via an MCP server with 15+ tools. The multi-agent orchestration feature lets you plan a task, decompose it into sub-tasks, dispatch them to parallel agents, and have an orchestrator verify the results. An Oracle feature lets you consult reasoning models mid-session using your full repo context. The Community Edition is free and open-source on GitHub (817 stars), but the 32k token limit is restrictive for real work. Pro pricing is not public. The biggest limitation is macOS-only — it excludes Windows and Linux developers entirely. For solo macOS developers using Claude Code or Cursor who want smarter context management, it’s worth exploring — but the platform lock-in and opaque pricing make it a hard sell for teams.
Key Features
- Visual File Tree — browse, search and select files with previews across multiple repos
- CodeMaps — tree-sitter-powered function signatures; agents see 10x more files without burning tokens
- Context Builder — automated context discovery based on task and project structure
- MCP Server — 15+ token-efficient tools for Claude Code, Cursor, Codex and Gemini CLI
- Multi-Agent Orchestration — plan, decompose, dispatch parallel sub-agents, orchestrator verifies
- Oracle — consult reasoning models mid-session using full repo context
- Token Usage Estimator — see how much context you’re sending before you send it
- Reviewable Diffs — apply edits from AI responses with review
- Local-First — no code leaves your machine
Who is it for?
- Solo macOS developers using Claude Code, Cursor or Codex who want better context management
- Engineers working with medium-to-large codebases who want to reduce token waste
- Developers interested in multi-agent workflows for complex coding tasks
- Privacy-conscious teams that need local-first, no-cloud context preparation
Who is it NOT for?
- Windows or Linux developers — the app is macOS-only
- Teams that need cross-platform standardization
- Developers who want transparent, public pricing
- Anyone not using AI coding agents — this tool has no purpose without them
The Bottom Line
Repo Prompt tackles the real bottleneck in AI coding — context quality — with a clever approach (CodeMaps, visual file selection, MCP integration) that’s genuinely useful for solo macOS developers. The open-source Community Edition is a good way to test the concept. But macOS-only is a hard dealbreaker for most teams, the 32k free token limit is too low for the exact use case it targets, and opaque Pro pricing is a red flag. If you’re a macOS developer using Claude Code or Cursor and you’re hitting token limits or context quality issues, try the free edition first — but don’t commit to Pro until you see the price.
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