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Click around normally. API calls are captured automatically.
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Get an SSE endpoint. Add to Claude, Cursor, or any MCP client.
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60 seconds. No credit card. Free tier.
AgentOps monitors AI agent sessions with traces, cost tracking, and session replays. DataFaucet generates the tool servers agents call. One observes agent behavior. The other creates the tools agents use.
| Feature | DataFaucet Free tier | AgentOps |
|---|---|---|
| Primary purpose | ✓ Generate MCP servers from any APIfree | ✗ Monitor and debug AI agent sessions |
| Output format | ✓ Hosted MCP server (SSE endpoint)free | ✗ Dashboard with traces, costs, replays |
| Tool creation | ✓ Yes (core feature)free | ✗ No (observes tool calls, doesn't create them) |
| Agent monitoring | ✗ No (tool server only) | ✓ Yes (traces, costs, errors, replays) |
| Works with any API | ✓ Yes (captures traffic from any web app)free | ✗ N/A (monitors agents, not APIs) |
| Setup approach | ✓ Browse URL or paste cURL (no code)free | ~ Add SDK decorator to agent code |
| Cost tracking | ✗ No | ✓ Yes (per-session and per-tool costs) |
| Error debugging | ✗ No | ✓ Yes (session replays, error traces) |
| Framework support | ✓ Any MCP client (framework-agnostic) | ✓ CrewAI, LangChain, Autogen, custom |
| Hosting | ✓ Fully managed, one-click deploy | ✓ Cloud dashboard (SaaS) |
| Auth handling | ✓ Captured from browser session automaticallyfree | ✗ N/A (observability only) |
| Setup time | ✓ 60 seconds per tool server | ✓ 5 minutes (add SDK, set API key) |
| Try DataFaucet free → | ||
Need tools for your monitored agents?
DataFaucet generates tool servers. AgentOps watches how your agents use them.
AgentOps solves the observability problem: understanding what your agents are doing, how much they cost, and where they fail. It wraps agent sessions with traces and provides dashboards for debugging.
DataFaucet solves the tool creation problem: giving agents access to APIs without writing integration code. It captures real API traffic and generates hosted tool servers.
Use them together: DataFaucet to generate the API tools your agents call, AgentOps to monitor how those tools perform in production sessions.
They create demand. We create supply.
Pick any URL. Browse for 30 seconds. Get a hosted MCP endpoint your AI can call immediately.
No credit card. No code. Free tier includes 3 servers.
Paste any URL
Dashboard, admin panel, SaaS tool
Browse for 60 seconds
We capture every API call
Get MCP endpoint
Add to Claude, Cursor, or any client
400+ teams evaluating
“Connected our Salesforce to Claude in under a minute. Used to take a full sprint.”Head of RevOps, Series B SaaS
“Pipeline debugging went from 15 minutes of tab-switching to one conversation.”Staff Data Engineer, Fintech
Add to your claude_desktop_config.json:
"your-app": {
"url": "https://datafaucet.dev/api/mcp/ID/sse"
}