by cocoindex-io · MCP Server · ★ 2.3k
light weight MCP for code that just works A super light-weight, effective embedded MCP (AST-based) that understand and searches your codebase that just works! Using CocoIndex - an Rust-based ultra performant data transformation engine. No blackbox. Works for Claude, Codex, Cursor - any coding agent. Instant token saving by 70%. 1 min setup - Just claude/codex mcp add works! [](https://pepy.tech/proj
| Stars | 2,346 |
| Forks | 187 |
| Language | Python |
| Category | MCP Server |
| License | Apache-2.0 |
| Quality Score | 70.8852328108281/100 |
| Open Issues | 26 |
| Last Updated | 2026-07-02 |
| Created | 2026-02-01 |
| Platforms | claude-code, cli, codex, mcp, python |
| Est. Tokens | ~16k |
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cocoindex-code is A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!. It is categorized as a MCP Server with 2.3k GitHub stars.
cocoindex-code is primarily written in Python. It covers topics such as agents, ast, claude-code.
You can find installation instructions and usage details in the cocoindex-code GitHub repository at github.com/cocoindex-io/cocoindex-code. The project has 2.3k stars and 187 forks, indicating an active community.
cocoindex-code is released under the Apache-2.0 license, making it free to use and modify according to the license terms.