"Ram" matching MCP servers:

Enables local Windows file management with allowlisted folder access and integration with Outlook Classic or Microsoft 365 email for AI assistants like Claude Desktop.

Lets AI agents send notifications, manage templates and read delivery status.

Enables Google Workspace administration (Directory, Gmail, Drive, Sheets) via MCP using Domain-Wide Delegation for secure, schema-validated tool operations.

Integrates with Google Docs and Gmail to append content and create drafts, with human approval gating.

Enables local semantic and Japanese keyword search over Outlook Classic mail through MCP, including indexing connected mail folders and reading cached messages. It supports OpenAI-compatible embeddings, incremental sync, and metadata-filtered search via MCP tools.

Enables sending and drafting emails via Gmail and appending content to Google Docs through the Model Context Protocol.