
MCP connectors
codebase-memory-mcp
Lets an agent read only the part of a huge codebase it needs
★ 39k
August 2026
MIT
MCP connectors
What it does
Full-indexes a repository in milliseconds — the Linux kernel, 28M lines across 75K files, in about three minutes — then answers structural queries fast enough that an agent can ask where something is used instead of reading everything and paying for the privilege. The bigger the codebase, the more the approach earns its keep. Performance figures are the project's own, so measure on your repository. MIT.
Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.
Screenshots & visuals

Before you start
- Setup difficultyEasy to start
- Command lineRequired
- API keyNot required
- Sends data onlineNo
Judged automatically from the project's own metadata. Always confirm on the official page.
codebase-memory-mcp FAQ
- Is codebase-memory-mcp free?
- Yes. It runs on your own machine, so there is no usage-based cost either.
- Do I need to install anything or write code to use codebase-memory-mcp?
- It connects to an MCP-capable AI app such as Claude. It does not run on its own.
- Does codebase-memory-mcp work on a phone?
- No. It needs a computer.
- Can I use codebase-memory-mcp commercially?
- The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.
How it compares
The conditions that decide whether you can actually use it, side by side.
| Tool | Command line | API key | Sends data out | Phone | Commercial use |
|---|---|---|---|---|---|
| codebase-memory-mcp (this page) | Required | Not needed | No | No | Yes |
| MCP Servers | Required | Not needed | Yes | No | Yes |
| Context7 | Required | Not needed | Yes | No | Yes |
| Chrome DevTools MCP | Required | Not needed | Yes | No | Yes |
"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.