Can Claude / ChatGPT / Cursor use Sourdough Tracker directly?

Yes, via the MCP server. It's a stdio JSON-RPC server that wires into Claude Desktop, Cursor, or any MCP-aware client in five lines of config. The list of tools matches your data model 1:1 - whatever a CRUD type exposes in the UI is exposed identically to the agent.

Do agent calls share the same auth + access controls?

Yes. The MCP server authenticates with the same JWT or PAT a human session uses. Sharing rules, org membership, rate limits, suspicion bans - all of it applies. There's no "agent backdoor" that bypasses the access matrix.

Is there an audit trail for agent actions?

Yes. Every mutation goes through the same audit-log path as a UI click. The transport (UI / API / CLI / MCP) is recorded as channel metadata so you can filter "what did the agent do this hour" from your account history.

Can I rate-limit an agent separately from a human?

Per-token rate limits apply, so you can issue an agent its own PAT and cap it independently. The shared user-level bucket also caps total throughput, so a runaway loop can't drain your whole account. The CLI's auto-update channel marker means you can also see in audit which version is calling.

Does the MCP / API surface cost extra?

No. Same plan, same surface. We don't paywall the agent - it's the same product, the same schema, the same access gates. If a plan can do X in the UI, it can do X via MCP.

Sourdough Tracker

Compare

Sourdough Tracker: the agent-friendly alternative to Loaflo

Same product, same surface for humans and AI agents. MCP server + CLI + drop-in clients in 15 languages.

Agentic alternative

Comparison

Apps

Loaflo

Finn GlasCo-Founder + Engineering

·January 26, 2026·

2 min read

Sourdough Tracker ships an MCP server you can wire into Claude Desktop or any MCP client in five lines. The same auth + access gates apply, the same audit log records every action, the same rate limits apply. Loaflo doesn't currently expose this surface - that's the gap.

At a glance

Loaflo is a polished app with a large community and it deserves credit for popularising sourdough tracking. The friction point that shows up most in user reviews is its paywall: core features like reminders and full history access sit behind a subscription, which rankles bakers who just want a reliable journal. Sourdough Tracker is a direct alternative: free tier covers everything a home baker needs (unlimited feed logs, photo journaling, rise % tracking, per-starter sharing), AI health analysis is available on the free tier with a monthly quota, and the data stays EU-hosted. The honest answer: if you're already in Loaflo and it's working for you, there's no pressing reason to switch. If you hit the paywall and it annoyed you — or if per-starter sharing and EU hosting matter — Sourdough Tracker is worth a look.

Agent surface

What 'agent-friendly' actually means in practice

Sourdough Tracker ships an MCP server, a CLI, and drop-in clients in 15 languages. They're auto-generated from the same schema your UI uses; the auth, the access gates, the rate limits, the audit log all apply identically whether you're clicking buttons or calling the API. Loaflo doesn't currently expose this surface, which is the gap a serious agent integration trips over - the agent ends up scraping the UI through a browser, which is fragile, slow, and silently bypasses everything below.

Sourdough Tracker vs Loaflo: agent-readiness comparison

	Ours Sourdough Tracker	Theirs Loaflo
Free tier with full core logging		Limited
Feeding reminders free
AI starter health analysis	Free quota	Paid plan
Per-starter sharing (not whole app)
Photo journaling
Rise % tracking per feed
EU-hosted data
Large established baking community

When to pick which

Pick Sourdough Tracker when

You hit Loaflo's paywall and decided the features behind it aren't worth the subscription.

You want to share one specific starter with a partner, parent, or friend without giving them access to your whole account.

EU data hosting is a requirement for you.

You want AI analysis included at the free tier.

Pick Loaflo when

You're already invested in Loaflo and the community features (forums, shared recipes) are actively useful to you.

You prefer a large, established user base with a wide range of tutorials and community content.

Agentic-integration questions

What an agent-builder asks before wiring a tool into Claude / ChatGPT / Cursor.

Start with Sourdough Tracker

Free plan, no credit card. We host in Germany. Export + delete are self-serve.

Written by

Finn Glas

Co-Founder + Engineering

Finn is one of the Co-Founders. He owns the engineering side, the infrastructure, and most of the late-night fixes that ship before anyone notices.

finn.glas at aicuflow dot comLinkedIn Website