Ferramentas de desenvolvimento
CodeGraphContext
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
★ 4,2 mil estrelasMIT
Ver o guia →probe é um projeto de ferramentas de desenvolvimento de código aberto de probelabs (probelabs/probe no GitHub). Tem 722 estrelas no GitHub e 62 forks, é publicado sob a licença Apache-2.0 e foi atualizado pela última vez no GitHub em 1 de outubro de 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
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Grátis e aberto: pegue o código-fonte, dê uma estrela no repositório e comece a criar.