Skip to content

docs: Update main features #54

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
Pringled merged 2 commits into from
Apr 30, 2026
Merged

docs: Update main features #54

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
a4ec8e6
Update main features
Pringled Apr 30, 2026
b4b93d8
Update main features
Pringled Apr 30, 2026
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 3 additions & 2 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -60,9 +60,10 @@ result.chunk.content # "def save_pretrained(self, path: PathLike, ..."

- **Fast**: indexes a repo in ~250 ms and answers queries in ~1.5 ms, all on CPU.
- **Accurate**: NDCG@10 of 0.854 on our [benchmarks](#benchmarks), on par with code-specialized transformer models, at a fraction of the size and cost.
- **Local and remote**: pass a local path or a git URL.
- **MCP server**: drop-in tool for Claude Code, Cursor, Codex, OpenCode, and any other MCP-compatible agent.
- **Token-efficient**: returns only the relevant chunks, using ~98% fewer tokens than grep+read.
- **Zero setup**: runs on CPU with no API keys, GPU, or external services required.
- **MCP server**: drop-in tool for Claude Code, Cursor, Codex, OpenCode, and any other MCP-compatible agent.
- **Local and remote**: pass a local path or a git URL.

## MCP Server

Expand Down
Loading