soleil-ai-review-engine

soleil-ai-review-engine

⚠️ Important Notice:** soleil-ai-review-engine has NO official cryptocurrency, token, or coin. Any token/coin using the soleil-ai-review-engine name on Pump.fun or any other platform is not affiliated with, endorsed by, or created by this project or its maintainers. Do not purchase any cryptocurrency claiming association with soleil-ai-review-engine.

Building nervous system for agent context.

Indexes any codebase into a knowledge graph — every dependency, call chain, cluster, and execution flow — then exposes it through smart tools so AI agents never miss code.

https://github.com/user-attachments/assets/172685ba-8e54-4ea7-9ad1-e31a3398da72

Like DeepWiki, but deeper. DeepWiki helps you understand code. soleil-ai-review-engine lets you analyze it — because a knowledge graph tracks every relationship, not just descriptions.

TL;DR: The Web UI is a quick way to chat with any repo. The CLI + MCP is how you make your AI agent actually reliable — it gives Cursor, Claude Code, and friends a deep architectural view of your codebase so they stop missing dependencies, breaking call chains, and shipping blind edits. Even smaller models get full architectural clarity, making it compete with goliath models.

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Star History

Two Ways to Use soleil-ai-review-engine

	CLI + MCP	Web UI
What	Index repos locally, connect AI agents via MCP	Visual graph explorer + AI chat in browser
For	Daily development with Cursor, Claude Code, Windsurf, OpenCode, Codex	Quick exploration, demos, one-off analysis
Scale	Full repos, any size	Limited by browser memory (~5k files), or unlimited via backend mode
Install	npm install -g soleil-ai-review-engine	No install —soleil-ai-review-engine.vercel.app
Storage	LadybugDB native (fast, persistent)	LadybugDB WASM (in-memory, per session)
Parsing	Tree-sitter native bindings	Tree-sitter WASM
Privacy	Everything local, no network	Everything in-browser, no server

Bridge mode: soleil-ai-review-engine serve connects the two — the web UI auto-detects the local server and can browse all your CLI-indexed repos without re-uploading or re-indexing.

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CLI + MCP (recommended)

The CLI indexes your repository and runs an MCP server that gives AI agents deep codebase awareness.

Quick Start

# Index your repo (run from repo root)
npx soleil-ai-review-engine analyze

That's it. This indexes the codebase, installs agent skills, registers Claude Code hooks, and creates AGENTS.md / CLAUDE.md context files — all in one command.

To configure MCP for your editor, run npx soleil-ai-review-engine setup once — or set it up manually below.

MCP Setup

soleil-ai-review-engine setup auto-detects your editors and writes the correct global MCP config. You only need to run it once.

Editor Support