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3 | 3 | <h1 align="center">light weight MCP for code that just works </h1> |
4 | 4 |
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5 | 5 |
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6 | | -A super light-weight, effective embedded MCP that understand and searches your codebase that just works! Using [CocoIndex](https://github.com/cocoindex-io/cocoindex) - an Rust-based ultra performant data transformation engine. No blackbox. Works for Claude, Codex, Cursor - any coding agent. |
| 6 | +A super light-weight, effective embedded MCP that understand and searches your codebase that just works! Using [CocoIndex](https://github.com/cocoindex-io/cocoindex) - an Rust-based ultra performant data transformation engine. No blackbox. Works for Claude, Codex, Cursor - any coding agent. |
7 | 7 |
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8 | 8 | - Instant token saving by 70%. |
9 | 9 | - **1 min setup** - Just claude/codex mcp add works! |
@@ -40,10 +40,10 @@ codex mcp add cocoindex-code \ |
40 | 40 | ``` |
41 | 41 |
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42 | 42 | ## Features |
43 | | -- **Semantic Code Search**: Find relevant code using natural language queries when grep doesn't work well, and save tokens immediately. |
| 43 | +- **Semantic Code Search**: Find relevant code using natural language queries when grep doesn't work well, and save tokens immediately. |
44 | 44 | - **Ultra Performant to code changes**:⚡ Built on top of ultra performant [Rust indexing engine](https://github.com/cocoindex-io/cocoindex/edit/main/README.md). Only re-indexes changed files for fast updates. |
45 | 45 | - **Multi-Language Support**: Python, JavaScript/TypeScript, Rust, Go, Java, C/C++, C#, SQL, Shell |
46 | | -- **Embedded**: Portable and just works, no database setup required! |
| 46 | +- **Embedded**: Portable and just works, no database setup required! |
47 | 47 | - **Flexible Embeddings**: By default, no API key required with Local SentenceTransformers - totally free! You can customize 100+ cloud providers. |
48 | 48 |
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49 | 49 |
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@@ -242,7 +242,7 @@ Common generated directories are automatically excluded: |
242 | 242 | - `vendor/` (Go vendored dependencies, matched by domain-based child paths) |
243 | 243 |
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244 | 244 | ## Large codebase / Enterprise |
245 | | -[CocoIndex](https://github.com/cocoindex-io/cocoindex) is an ultra effecient indexing engine that also works on large codebase at scale on XXX G for enterprises. In enterprise scenarios it is a lot more effecient to do index share with teammates when there are large repo or many repos. We also have advanced features like branch dedupe etc designed for enterprise users. |
| 245 | +[CocoIndex](https://github.com/cocoindex-io/cocoindex) is an ultra effecient indexing engine that also works on large codebase at scale on XXX G for enterprises. In enterprise scenarios it is a lot more effecient to do index share with teammates when there are large repo or many repos. We also have advanced features like branch dedupe etc designed for enterprise users. |
246 | 246 |
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247 | 247 | If you need help with remote setup, please email our maintainer linghua@cocoindex.io, happy to help!! |
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