Corvin - Multi-Service Log Tracing Without Cloud

AI debugging agent that traces bugs to the exact line of code

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Updated Jul 2026 · Added Jul 2026

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What is Corvin?

Corvin is a debugging agent that wraps your services, streams logs in real-time, and autonomously traces failures to exact file and line numbers using up to 20 tool steps per query. It reads live logs and source code across multiple services simultaneously, correlates issues across your entire stack, and runs entirely locally without cloud ingestion. Designed for developers running multi-service architectures who need fast, precise debugging without manual log juggling.

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Key Features of Corvin

Live multi-service logs with color-coding
Active code search using ripgrep
20-step autonomous agent for debugging
Wrap any command (Node, Python, Go, Rust)
Multi-service grouping and correlation
Local-only operation (no cloud ingestion)
MCP Server integration with Claude Code and Cursor
Automatic log streaming across services

Who Should Use Corvin?

Debug timeout errors across distributed services

Trace payment gateway failures to source code

Correlate logs across microservices

Fix integration issues without manual log copying

Investigate 502 errors in multi-service setups

Fast incident response for production issues

Corvin: Pros & Cons

✓Pros

Works with any programming language or command
No cloud ingestion—runs entirely locally
Integrates with Claude Code and Cursor via MCP
Automatic log streaming without terminal switching
Reads actual source code files for precise fixes
Color-coded multi-service logs in one pane
Up to 20 autonomous tool steps per query

Frequently Asked Questions about Corvin

What programming languages does Corvin support?

Corvin works with any language or command—Node, Python, Go, Rust, or any process that writes to stdout. Wrap it with 'corvin <cmd>' and it streams logs automatically.

Does Corvin send logs to the cloud?

No. Corvin runs entirely locally on ws://localhost:4466. Nothing leaves your machine—no cloud ingestion or log forwarding.

How many services can Corvin debug at once?

You can wrap as many services as you run. All logs stream into one color-coded pane in Terminal A, and Corvin correlates them automatically if they share an id in corvin.yaml.

Can I use Corvin with my AI code editor?

Yes. Corvin works as an MCP Server with Claude Code, Cursor, or any MCP client. Connect it in your editor settings and ask about bugs without leaving your IDE.

How does the 20-step agent work?

Corvin can make up to 20 autonomous tool calls per query—tail logs, grep code, read files, follow call stacks—then return a fix with exact line numbers.