Connect your account, then chat with AI to run tools.
Cloudflare AutoRAG provides functionality to list and search documents stored in AutoRAGs, making it easier for users to manage and retrieve their documents efficiently. This server is beneficial for teams and individuals who need to organize and access large volumes of documents quickly.
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Live probe refreshed Oct 23, 2026 · Endpoint host autorag.mcp.cloudflare.com
Domain knowledge for Cloudflare AutoRAG — workflow patterns, data models, and gotchas for your AI agent.
This MCP provider connects to Cloudflare's AutoRAG service, which stores documents in vector databases for semantic search and retrieval. You can search across organized document collections using both traditional and AI-powered search methods.
Account Management
Document Discovery
Document Search
AutoRAGs are vector stores that contain indexed documents. Each account can have multiple AutoRAG instances, and each instance contains searchable document collections. The AI search capability uses vector similarity to find semantically related content, not just keyword matches.
You must set an active account before performing document operations. The AI search feature provides more intelligent results by understanding query intent and document context, making it ideal for knowledge retrieval tasks where exact keyword matching isn't sufficient.
Connect Cloudflare AutoRAG to any MCP client in minutes
https://autorag.mcp.cloudflare.com/mcpThis server may ask you to sign in when your AI client connects.
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Take over this listing's metadata — name, description, category, logo, website, contact email, and skill content. Verification is a 6-digit code we email to one of the maintainer addresses your server already publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.
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https://autorag.mcp.cloudflare.com/mcpThis server may ask you to sign in when your AI client connects.
Opens MCPBundles Studio with this server selected. After sign-in, chat and run tools from the same thread.
Browse all toolsAccounts List
List all accounts in your Cloudflare account
Set Active Account
Set active account to be used for tool calls that require accountId
List Rags
List AutoRAGs (vector stores)
Search
Search Documents using AutoRAG (vector store)
Ai Search
AI Search Documents using AutoRAG (vector store)
Cloudflare AutoRAG provides functionality to list and search documents stored in AutoRAGs, making it easier for users to manage and retrieve their documents efficiently. This server is beneficial for teams and individuals who need to organize and access large volumes of documents quickly. It provides MCP tools that your client discovers when it connects (this page may not list every tool name) that AI agents can use through the Model Context Protocol (MCP).
Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/cloudflare-autorag-mcp. Authentication is handled automatically.
Cloudflare AutoRAG is a remote MCP server. The live tool list is supplied by the server when your MCP client connects, so the count is not fixed on this public page. After you connect in MCPBundles Studio or your client, you will see the tools your session can call. A SKILL.md is still included to guide your agent on capabilities and workflows.
Cloudflare AutoRAG uses One-click sign in or API Key. Cloudflare AutoRAG requires credentials. Connect via MCPBundles and authentication is handled automatically.
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MCPBundles is an independent platform built on the open Model Context Protocol standard. MCPBundles is not affiliated with, sponsored by, or endorsed by Anthropic PBC.
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