Dev Tools
CodeGraphContext
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
★ 4.2k starsMIT
View guide →Semantic code search for AI — ripgrep speed with tree-sitter AST parsing.
probe is an open-source dev tools project by probelabs (probelabs/probe on GitHub). It has 722 GitHub stars and 62 forks, is released under the Apache-2.0 license, and was last updated on GitHub on 1 October 2026.
Get the Rust-built binary for your platform.
Let it parse your repo with tree-sitter.
Ask structure-aware questions about the code.
AI coding assistants use it as their search backend.
Understands code structure, not just text.
Fast enough for huge codebases.
AST-aware indexing across languages.
Results shaped for assistant consumption.
Built for codebases grep cannot handle.
A fast native binary, not a script.
Download the source and move into the project folder.
git clone https://github.com/probelabs/probe.git
cd probeEvery project documents its own setup; start with install requirements.
cat README.md | head -60Follow the project's launch command — Docker, pip, npm, or a binary release.
# see README for the exact launch commandApache 2.0 licensed — commercial use allowed with attribution.
tree-sitter covers many languages — check the README for the list.
ripgrep matches text; probe understands code structure semantically.
It is designed as a search backend for AI coding assistants.
Yes — it parses your repo first; large repos take some initial time.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
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Free and open — grab the source, star the repo, and start creating.