"Notes or documentation related to 'rag'" matching MCP servers:

Enables MCP clients to append and create Markdown notes in a Git-backed GitHub repository (Obsidian-friendly), with tools for appending, creating, reading, and listing notes.

Enables LLMs to manage and manipulate notes in Nextcloud Notes via WebDAV, supporting tasks like organizing, summarizing, rewriting, and translating notes through natural language commands.

Enables saving files and folders to a local NAS over NFS with automatic share discovery, smart mounting, and seamless file transfers.

Enables advanced semantic search and document management by integrating the GroundX API with Claude Desktop and GitHub Copilot. It supports local file uploads, website crawling, and Google Drive synchronization for RAG workflows.

Enables Google# MyData from (JSON (server name is

Enables searching, reading, and summarizing local files and Google Drive content through natural language.

Enables retrieval-augmented generation search and chat over documents stored in Azure Blob Storage, with a Streamlit app for uploading files and interacting via a LangGraph agent.

A local agent that monitors your system clipboard, automatically uploads copied images to Supabase Storage, and replaces the clipboard content with the public URL for immediate sharing.

Enables AI agents to run citation-backed retrieval over a read-only, bounded knowledge base, exposing a ranked search tool, document resources, and a grounding prompt that labels retrieved text as untrusted. The corpus can be loaded from local disk or from AWS S3, Azure Blob Storage, or Google Cloud Storage through their official SDKs, with fail-closed startup if a provider cannot be reached.

Enables LLM agents to lift local files into Google Drive as native Docs, Sheets, or Slides with formatting preserved, by passing file paths directly without routing bytes through the conversation.

Uploads files, text, or base64 binary content to Aliyun OSS as objects with MD5-based keys, returning status, size, key, and URL.

Enables MCP-compatible AI assistants to manage iDrive backup/restore operations, including listing devices, browsing and downloading backed-up files, and performing mutations like creating folders, deleting files, or restoring from trash.

Enables creating storage buckets and uploading media files to Supabase Storage through natural language, with no delete or overwrite capabilities.

Enables MCP clients to upload local or remote images to PicGo-configured image hosts, reusing existing PicGo configs without the desktop app. Supports batch uploads, custom naming, and status retrieval.

Enables users to upload files and generate tracked, shareable links directly from AI agents like Claude Desktop or Cursor. It supports publishing various file formats including text, PDFs, and images, while providing tools for artifact management and analytics.

Enables Google Drive, Sheets, and Docs operations; ATS job-board reads and liveness checks; local notes and HTTP connectors through MCP.

Enables MCP clients to upload local files, create default 24-hour controlled download links, and list, inspect, or permanently delete owned files and shares via a dedicated API key.

Enables Claude to search, list, and download files from any Google Drive folder shared with a service account, without OAuth or browser login.

Enables deterministic, typed tool calls for managing Cloudflare infrastructure, including D1 SQL queries, Workers inventory, KV/R2 storage, DNS records, and on-demand documentation search.

MCP server that integrates Google Drive, RAG, and memory services for context-aware knowledge management, enabling session, project, document, catalog, and knowledge operations for AI assistants.

MCP server integrating Nextcloud services (tasks, calendar, notes, email, files, Deck) for AI assistant interaction.

Enables AI agents to operate Gmail, Google Calendar, and Google Drive on an Android phone or emulator through adb by exposing structured app operations as MCP tools.

MCP server that lets AI agents access the user's Achi workspace (Drive files, Properties, Mail, Agent notes) with one token, enabling file operations, search, property management, and more.

Connects Obsidian vaults stored in iCloud Drive to AI models via the Model Context Protocol, allowing AI assistants to access and interact with your Obsidian notes.

Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, including volume operations, snapshot creation, and bucket management. It allows users to interact with storage resources and retrieve performance metrics using natural language or custom API requests.

Enables agents and MCP clients to run Google Search and YouTube queries, retrieve metadata, transcripts, captions, and channel data, and deliver video or audio media to cloud storage through local stdio or client integrations.

Runs locally over stdio to expose tools for listing services, controlling power, reading logs and console output, managing files and backups, and deploying directories or transferring files between your machine and your servers. It acts with the permissions of your signed-in token, and destructive actions can require approval in the panel.

EasySend MCP server lets AI assistants upload, download and share files instantly. No API key or authentication needed. Upload any file type up to 1GB, get a shareable link. Tools: upload_file, upload_multiple_files, get_bundle, download_file, download_bundle, delete_file, bundle_status.

Provides AI assistants with secure, tool-based access to Twake Drive files, notes, folders, shared drives, and sharing links through the cozy-stack API. Enables browsing, searching, reading, creating, organizing, and sharing documents and files.

Enables AI-driven interaction with CTERA Portal APIs for file and folder management through natural language or automation workflows.