Corbell MCP Server
Corbell-AI/Corbell
[](https://agentrank-ai.com/tool/Corbell-AI--Corbell/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
Corbell-AI/Corbell is a Python tool licensed under Apache-2.0. AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production. Topics: code-analysis, code-embedding, code-intelligence-mcp, knowledge-graph, mcp-server, python, static-analysis-plugin, tree-sitter.
Ranked #6263 out of 24846 indexed tools.
Ecosystem
Score Breakdown
629 stars → growing community
Last commit 5mo ago → stale
5/7 issues closed → decent issue management
3 contributors → small team
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Badge all embed codes →
[](https://agentrank-ai.com/tool/Corbell-AI--Corbell/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/Corbell-AI--Corbell/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/Corbell-AI--Corbell" alt="AgentRank"></a> Matched Queries
From the README
<div align="center">
<h1>Corbell</h1>
<p><strong>Multi-repo architecture graph, AI-powered spec generation, and architecture review — for backend teams that ship to production.</strong></p>
<p>
<a href="LICENSE"></a>
<a href="CONTRIBUTING.md"></a>
<a href="https://agentseal.org/mcp/corbell"></a>
</p>
</div>
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## What problem does this solve?
You're a staff engineer or architect at a company where features touch 5–10 repositories.<br/>
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 fr Read full README on GitHub → Get the weekly AgentRank digest
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