# semble MCP server

> Enables AI agents to perform fast, token-efficient code searches by returning exact snippets instead of full files.

- Repository: https://github.com/MinishLab/semble
- Page: https://hostedmcp.org/servers/minishlab/semble
- Transport: —
- Stars: 6424
- License: MIT

## FAQ

### How much more efficient is Semble than grep+read?

Semble uses approximately 99% fewer tokens than the traditional grep and read approach.

### Does Semble require an API key or GPU to run?

No, everything runs locally on your CPU with no API keys, GPU, or external services required.

### Can I search remote repositories?

Yes, you can pass a git URL to search a remote repository, which will be cloned on demand.