Best Umami Alternative for AI Agents
Compare Umami Analytics and Lodd for AI agent workflows. Umami is open source with a generous free tier but has no official MCP. Lodd gives your agent 42 tools with one-prompt setup.
Why consider switching from Umami Analytics?
Umami is open source under MIT, self-hostable, and the cloud tier has 100K free events per month. It has session replay and a decent dashboard. If you want to own your infrastructure and look at charts in a browser, Umami is a reasonable option. The question is whether your analytics should live in a dashboard or in your agent's context.
Umami has no official MCP server. Community wrappers exist with roughly 5 tools, but they are maintained by individuals and the coverage is limited. The product is dashboard-first: data goes to the UI, and API access is secondary. If you work primarily through an AI coding agent and want to query traffic, funnels, or conversion data inline, Umami's architecture means your data lives behind a dashboard that your agent cannot easily reach.
Choose Umami Analytics if...
- You want to self-host your analytics on your own infrastructure
- Open source with an MIT licence matters to your organisation
- You need session replay alongside analytics
- You want a generous free cloud tier (100K events/mo)
Choose Lodd if...
- Your primary interface is an AI coding agent and you want traffic data inline
- You want an official, maintained MCP server with 42 tools
- You need agent-optimised response formats that fit in a context window
- You prefer one-prompt setup over configuring a self-hosted instance or community MCP wrapper
Feature comparison
| Umami Analytics | Lodd | |
|---|---|---|
| Primary interface | Dashboard | AI agent (MCP) |
| MCP server | Community only (~5 tools) | Official (42 tools) |
| Cookies | No | No |
| GDPR compliant | Yes | Yes |
| Open source | Yes (MIT) | No |
| Self-hostable | Yes | No |
| Setup time | ~15 minutes (cloud) / 30+ minutes (self-hosted) | ~2 minutes (one prompt) |
| Pricing (free tier) | Free self-hosted; cloud: 100K events/mo | 2,500 events/mo |
| Pricing (paid) | Cloud from $20/mo (1M events) | €9.99/mo for 100K events |
| Funnels | Yes (dashboard) | Yes (MCP tool) |
| Custom events | Yes | Yes |
| Bot detection | Basic | Yes |
| Realtime | Yes (dashboard) | Yes |
| Actor/user analytics | Session-level only | Yes (hashed, privacy-preserving) |
| Response format | Dashboard JSON | Agent-optimised compact JSON (~55 tokens) |
| Script size | ~2 KB | ~2 KB |
How to switch
- Sign up at lodd.dev and tell your agent "add lodd.dev analytics to this project." It handles auth, site creation, and script embedding in about two minutes.
- The Lodd tracking script (2 KB, no cookies) can run alongside Umami's script. Add it to your HTML head next to the existing snippet.
- Verify data is flowing by asking your agent "how's traffic today" after a few pageviews come in.
- Once you're satisfied, you can optionally remove the Umami script. Or keep both: Umami for the dashboard and session replay, Lodd for your agent.
Frequently asked questions
Can I use both Umami and Lodd?
Yes. Both scripts are lightweight and cookieless. Run Umami for the dashboard and session replay, and Lodd for agent access. The tracking pipelines are independent and won't conflict.
Is my data private with Lodd?
Lodd uses no cookies, stores country-level geolocation only, and hashes all IPs with a daily-rotating salt that is deleted after 24 hours. No consent banner is needed under GDPR. Like Umami, the privacy model is strict by default.
What if I need a dashboard?
Lodd has no dashboard. For everyday traffic questions, anyone on your team can ask Claude Desktop and get a plain-English summary. For visual reports, session replay, or sharing analytics with non-technical stakeholders who want charts, Umami's dashboard is the better choice.
Does Lodd support self-hosting?
No. Lodd is cloud-only. If self-hosting is a requirement, Umami's MIT licence lets you run it anywhere. The tradeoff is that Lodd's hosted MCP requires no infrastructure and the agent-optimised responses are built into the service.
How does the free tier compare?
Umami's cloud gives you 100K events per month for free. Lodd's free tier is 2,500 events per month. If you are evaluating on volume, Umami is more generous. Lodd's free tier is enough to test on a real project, and the paid tier at €9.99/mo for 100K events is comparable to Umami's $20/mo cloud plan.