How do local embeddings differ from cloud embeddings?
Local embeddings use SentenceTransformers and require no API key; cloud embeddings use LiteLLM and need a provider API key and model identifier.
@cocoindex-io
基本情報
An MCP (Model Context Protocol) server for indexing and querying codebases using CocoIndex. Features semantic code search with natural language queries, incremental indexing for fast updates, multi-language support (Python, JavaScript/TypeScript, Rust, Go, Java, C/C++, C#, SQL, S
以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。
{
"mcpServers": {
"cocoindex-code": {
"command": "uvx",
"args": [
"--prerelease=explicit",
"--with",
"cocoindex>=1.0.0a13",
"cocoindex-code@latest"
]
}
}
}ツール一覧はまだありません
この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。
上のボタンで一時的なサンドボックスでこのサーバーを実行し、ツール一覧を取得できます。
Cocoindex Code is an MCP (Model Context Protocol) server for indexing and querying codebases using CocoIndex. It provides semantic code search via natural language queries, supports incremental indexing, multiple programming languages, and flexible embedding models with portable SQLite storage.
Install uv, then add the server via claude mcp add cocoindex-code using uvx. Optionally set COCOINDEX_CODE_EMBEDDING_MODEL and the corresponding API key environment variable. The server exposes a single search tool. Configuration can be adjusted via environment variables like COCOINDEX_CODE_ROOT_PATH.
Local embeddings use SentenceTransformers and require no API key; cloud embeddings use LiteLLM and need a provider API key and model identifier.
The server requires `uv` to run via `uvx`. No external database setup is needed – the index is stored locally in `.cocoindex_code/`.
The index resides in `.cocoindex_code/` under the codebase root, containing a vector database (`target_sqlite.db`) and CocoIndex state (`cocoindex.db/`).
Python, JavaScript, TypeScript, Rust, Go, Java, C, C++, C#, SQL, Shell, Markdown, and Plain Text. Common generated directories are automatically excluded.
If `COCOINDEX_CODE_ROOT_PATH` is not set, the server looks for the nearest parent containing `.cocoindex_code/`, then `.git/`, and finally falls back to the current working directory.
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