{"repo":"Corbell-AI/Corbell","free":true,"listed":false,"github":"https://github.com/Corbell-AI/Corbell","clone":"git clone https://github.com/Corbell-AI/Corbell.git","description":"AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.","language":"Python","stars":535,"topics":["code-analysis","code-embedding","code-intelligence-mcp","knowledge-graph","mcp-server","python","static-analysis-plugin","tree-sitter"],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"Corbell Multi-repo architecture graph, AI-powered spec generation, and architecture review — for backend teams that ship to production. --- What problem does this solve? You're a staff engineer or architect at a company where features touch 5–10 repositories. Every quarter your team re-litigates the same architectural decisions: \"should we use Kafka or SQS?\", \"why do we have three different auth patterns?\", \"who owns the rate-limiting layer?\" The decisions live in Confluence pages nobody reads, Slack messages nobody can find, and the memories of engineers who've since left. When a new engineer joins—or even when you return to a service you haven't touched in 6 months—you're starting from scratch. Corbell gives your team a living knowledge graph of your architecture — built from the actual code in your repos and your team's past design docs. When you need a new spec, Corbell generates one that respects your established patterns instead of inventing new ones. When you push to Linear, each task carries the exact method signatures, call paths, and cross-service impacts an AI coding agent needs to work autonomously. --- How it looks Star History (thank you) How it works No servers. No cloud setup. Runs entirely from your laptop against local repos. --- Installation Requirements : Python ≥ 3.11 --- 🚀 Quick Setup (2 minutes) Prerequisites - Python 3.8+ or Node.js 16+ or Go 1.19+ (based on your project) - Git repository with source code Essential Steps 1. Initialize Corbell workspac","default_branch":null,"files":null,"tree":[],"storefront":"/r/Corbell-AI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Corbell-AI/Corbell/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}