Ai-Agent

Metsä Advisor: Finnish Forest Intelligence on Three Open APIs The Problem Finland has about 344,000 private forest holders. Most own forest as a secondary asset, not a full-time profession. They all ask the same two questions periodically: what’s actually on my property, and what is it worth right now? The data exists. Three Finnish government agencies publish it under CC BY 4.0: Maanmittauslaitos — cadastral boundaries via OGC API Features Metsäkeskus — forest stand inventory via WFS Luke — regional stumpage prices via PxWeb The problem is the plumbing. Three protocols, three data shapes, schemas that assume you already know what you’re looking at. Metsä Advisor is an agent that does the assembly. ...

Pulse: Reddit Community Discovery Agent The Problem Every business wants to be where their customers are. On Reddit, that means finding the right subreddits, the right threads, and writing replies that don’t get downvoted into oblivion. Doing this manually takes hours — scanning dozens of communities, reading thread context, crafting replies that actually add value. Pulse does this automatically. What It Does Enter your website URL and email. The agent takes over: ...

Garden Agent: Autonomous Monitoring for Your Garden The Problem Gardening in Nordic conditions means short growing seasons and fast-changing weather. A late frost can kill transplants overnight. A dry spell needs watering before the soil dries out completely. By the time you check the forecast manually, it’s often too late. Garden Agent watches conditions continuously and alerts you before problems happen. What It Does The agent runs autonomously on a schedule. It checks: ...

Health Exporter: 17-Tool MCP Server for Apple Health The Problem Apple Health collects everything — workouts, heart rate, sleep, steps, nutrition, blood pressure, body measurements. Years of data, millions of records. But you can’t ask it questions. “What was my average resting heart rate last month?” requires exporting XML, writing scripts, parsing timestamps. Health Exporter puts all of it behind MCP tools that Claude can call directly. What It Does Export your Apple Health data once. Health Exporter parses the XML, loads it into SQLite, and exposes 17 MCP tools organized by health domain: ...