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Enter the web app you want your AI to access
Browse for 60 seconds
Click around normally. API calls are captured automatically.
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DataFaucet creates hosted MCP servers from any URL for AI agent data access. Milvus is an open-source vector database built for billion-scale similarity search. Different infrastructure layers.
| Feature | DataFaucet Free tier | Milvus |
|---|---|---|
| What it does | ✓ Creates hosted MCP servers from any URL or API | ✓ Open-source vector database for billion-scale similarity search |
| Primary user | ✓ AI agents (Claude, Cursor, Codex, Copilot) | ✓ Enterprises building large-scale RAG, search, and recommendation systems |
| Creates MCP servers | ✓ Yes (browse any app, deploy as hosted server)free | ✗ No (stores and searches vectors, doesn't create MCP endpoints) |
| Vector / semantic search | ✗ No (real-time tool access, not embedding storage) | ✓ Core strength: GPU-accelerated indexing, multi-vector search, partitioning, 30k+ GitHub stars |
| Data access | ✓ Any web app (browse UI, capture as tools)free | ~ Vectors via gRPC/REST SDK, requires embedding pipeline |
| Setup time | ✓ 60 seconds (browse and deploy)free | ~ Minutes to hours (deploy cluster, schema design, index tuning) |
| Open source | ~ Export available, hosted by default | ✓ Yes (Apache 2.0, Go/C++, backed by Zilliz) |
| Pricing | ✓ Free tier (3 servers), Pro $29/mofree | ~ Free self-hosted, Zilliz Cloud for managed ($65/mo+) |
| Try DataFaucet free → | ||
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No. Milvus stores vectors for billion-scale similarity search. DataFaucet creates MCP tool endpoints for real-time web app access. Completely different infrastructure layers.
You could point DataFaucet at the Attu dashboard (Milvus GUI) to browse collections and run queries, but for production vector search you'd use Milvus SDKs directly.
Milvus if you need enterprise-scale vector storage with GPU acceleration and multi-tenancy. DataFaucet if you need AI coding agents to access web apps in real-time during development.
Yes. Milvus handles large-scale semantic retrieval. DataFaucet provides real-time access to live web apps. Together: vector search (Milvus) + live data (DataFaucet).
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Add to your claude_desktop_config.json:
"your-app": {
"url": "https://datafaucet.dev/api/mcp/ID/sse"
}