CodeGraphContext
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
probe — проект с открытым исходным кодом из категории «Инструменты разработчика» от probelabs (probelabs/probe на GitHub). У него 722 звезды на GitHub и 62 форка, он распространяется по лицензии Apache-2.0 и последний раз обновлялся на GitHub 1 октября 2026.
Semantic code search for AI — ripgrep speed with tree-sitter AST parsing.
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.
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openag…
Symbol-level code retrieval MCP server (tree-sitter AST) built to slash agent token costs on exploration
Lightweight AST-based semantic code search CLI (ccc) that makes coding agents faster and cheaper
zvec-grep (zg): one local CLI unifying ripgrep-style exact search, BM25, and semantic vector search
Другие проекты из категории «Инструменты разработчика» с наибольшим числом звёзд в каталоге LibreAI — реалистичный список альтернатив, если probe вам не подходит.
The open source coding agent
The model-definition framework behind modern AI — thousands of pretrained transformers for text, vision, and audio.
Anthropic's agentic coding tool that lives in your terminal and works across your whole codebase
Cross-platform desktop all-in-one manager for Claude Code, Codex, OpenCode and other coding agents
OpenAI's lightweight coding agent that runs locally in your terminal
Соседние проекты из категории «Инструменты разработчика» в каталоге, ближайшие по числу звёзд к probe — продолжайте изучать полку по обе стороны от него.
A portable home for your AI agent — memory, keys and automations on Cloudflare.
50 open-source skills that teach AI coding agents to make motion graphics.
Stop burning tokens and re-explaining your project every session.
Persistent memory for coding agents — frozen, but its core lives on in Caveman.
See what your coding agents did — and what each task cost in tokens.
Backend.AI is a streamlined, container-based computing cluster platform.
Бесплатно и открыто — забирайте исходный код, ставьте звезду репозиторию и начинайте создавать.