Gemini File Search

MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generation). ## Features - Create and manage File Search stores - Upload documents (text, PDF, base64) with custom metadata and chunking config - Import existing Gemini files into stores - Track upload/operation status - Query documents using RAG with model selection and metadata filtering ## 12 Tools **Store Management**: create, list, get, delete stores **Upload & Import**: upload content directly or import existing files **Operations**: check status of store/upload operations **Documents**: list, get, delete documents in stores **RAG Query**: query documents with Gemini models (supports metadata filters) ## Configuration - GEMINI_API_KEY — Get one at https://aistudio.google.com/apikey

该来源不提供完整文件导出（国内平台多为平台内托管），仅存元数据与原链

接入信息

传输形态: http
鉴权方式: 需 API Key（需要配置：GEMINI_API_KEY）
端点: https://gemini-file-search-rag--node2flow.run.tools

该服务需要凭证，请按官方文档申请后替换占位符

{
  "mcpServers": {
    "Gemini File Search": {
      "headers": {
        "Authorization": "Bearer \u003cYOUR_KEY\u003e"
      },
      "url": "https://gemini-file-search-rag--node2flow.run.tools"
    }
  }
}

能力清单

工具	说明
gemini_create_store	Create a new Gemini File Search store for RAG documents. Returns the created store resource. Use this to create a knowledge base before uploading documents.
gemini_list_stores	List all Gemini File Search stores. Returns store names, display names, and timestamps. Use to see available knowledge bases.
gemini_get_store	Get details of a specific Gemini File Search store by its resource name.
gemini_delete_store	Delete a Gemini File Search store. Use force=true to also delete all documents inside it.
gemini_upload_to_store	Upload content directly to a Gemini File Search store. Accepts text content or base64-encoded binary. For large files, use gemini_import_file_to_store instead. Returns an operation to track upload progress.
gemini_import_file_to_store	Import a file from the Gemini Files API into a File Search store. Use this for large files that were uploaded separately via the Files API. Returns an operation to track import progress.
gemini_get_operation	Check the status of a store operation (create, delete, import). Returns whether the operation is done and any error details.
gemini_get_upload_operation	Check the status of a file upload operation. Returns whether the upload is done and any error details.
gemini_list_documents	List documents in a Gemini File Search store. Returns document names, display names, state, size, and MIME types.
gemini_get_document	Get details of a specific document in a File Search store, including state, size, and metadata.
gemini_delete_document	Delete a document from a File Search store. Use force=true to also delete associated chunks.
gemini_rag_query	Query your documents using Gemini RAG. Sends a natural language query grounded in your File Search stores. Returns AI-generated answer with source citations from your documents.

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