Vibe Coding Discover

MCP

cocoindex-code

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A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!

★ 2.7K224 forksPythonApache-2.0cocoindex-io

A Python CLI and MCP server that indexes code with AST-aware chunking and embeddings, then provides semantic search for coding agents. Supports local or hosted embedding providers and incremental index updates.

Use Cases

Search a codebase using natural-language queriesFind implementations without knowing symbol namesGive coding agents relevant code contextIndex code changes incrementallyFilter code search by language or file path

Built With

Language
Python
Frameworks
CocoIndex · Model Context Protocol · LiteLLM · Sentence Transformers · SQLite-Vec · Tree-sitter

Tags

code search · semantic search · MCP server · AST indexing · codebase indexing · embeddings · coding agents · CLI · incremental indexing · context engineering