# Farming Efficiency Calculator MCP for AI Agents AI Agent Connect > Farming Efficiency Calculator helps you stop guessing which game route actually makes the most money. It calculates your Gold Per Hour (GPH) and compares different farming paths so you can spend less time grinding and more time winning. Use it to analyze drop rates, market values, and run times to find the most profitable way to play and hit your loot goals faster. ## Overview - **Category:** productivity - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_IXAplOobCbCR3TKLSV7qUoIplNJqKRRs03eCUHud/ai-agent-connect - **Tags:** farming, gph, optimization, loot, efficiency ## Description The Farming Efficiency Calculator helps you stop guessing which game route actually makes the most money. It calculates your Gold Per Hour (GPH) and compares different farming paths so you can spend less time grinding and more time winning. Use it to analyze drop rates, market values, and run times to find the most profitable way to play. Instead of scribbling notes in a spreadsheet or relying on outdated forum posts, you can feed your agent the raw numbers. These include things like drop rates, market prices, and your actual run times. It handles the heavy lifting of calculating your Gold Per Hour and identifies where you're losing out on potential profit. By using this through the Vinkius catalog, you get a data-driven way to map out your most lucrative paths. It turns 'I think this is good' into 'I know this is the best way to get my items.' You'll see exactly how long a specific farm will take to hit your goals and which routes actually stack up against each other. It's about making sure every minute you spend in-game actually counts toward your progress. You can plan your entire week of grinding with confidence, knowing that you're always on the highest-paying route available to you. It takes the frustration out of the math and lets you focus on the game. ## Tools ### analyze_route_metrics Get the basic economic performance of a single farming path. This helps you see the actual gold per hour for any specific route. ### evaluate_opportunity_cost See how much money you're losing by picking a bad route. It shows you the profit you're missing out on by not choosing the best path. ### predict_farm_duration Find out how long it takes to reach a specific loot goal. This helps you plan your time so you know when you'll actually finish a grind. ### compare_farming_routes Rank different paths against each other. You can see which route is objectively better for your goals. ## Prompt Examples **Prompt:** ``` I'm doing a 15-minute run where a Rare Sword (1% drop, 5000 gold) can drop. What's my Gold Per Hour? ``` **Response:** ``` Based on the numbers provided, here is your route performance: | Metric | Value | | :--- | :--- | | **Gold Per Hour (GPH)** | **2,000.00** | | **Expected Sword Drops** | 4.0 per hour | You can expect to earn roughly 2,000 gold every hour on this route. ``` **Prompt:** ``` Compare two routes: Route A is 20 mins at 400 GPH. Route B is 18 mins at 380 GPH. Which is better? ``` **Response:** ``` Here is the comparison of your two options: * **Route A:** 400 GPH (20 min duration) * **Route B:** 380 GPH (18 min duration) **Verdict:** **Route A** is the more efficient path. While it takes 2 minutes longer, the higher Gold Per Hour makes it the more profitable choice for your time. ``` **Prompt:** ``` How long will it take to get 50 Dragon Scales if the drop rate is 2% per 30-minute run? ``` **Response:** ``` To collect 50 Dragon Scales with a 2% drop rate on a 30-minute run, here is the breakdown: * **Expected Scales per Run:** 0.6 * **Total Runs Needed:** ~83.33 * **Total Time Required:** **~83.33 hours** This is a significant time investment. You might want to look for a route with a higher drop rate to reduce this duration. ``` ## Capabilities ### Calculate Gold Per Hour Get the exact GPH for any specific path based on loot values and drop rates. ### Rank multiple paths Compare several different farming routes to see which one is objectively better. ### Predict loot timing Estimate exactly how many hours you need to farm a specific amount of an item. ### Identify profit loss See how much money you're losing by choosing a sub-optimal farming route. ### Analyze route economics Break down the fundamental performance of a single route into clear metrics. ## Use Cases ### Comparing two different loot paths A player wants to know if a 20-minute route with a 5% drop is better than a 15-minute route with a 3% drop. They ask the agent to use `compare_farming_routes`. ### Estimating time to completion A hunter wants to know how long it will actually take to get 50 Dragon Scales if the drop rate is 2% per 30-minute run. They use `predict_farm_duration`. ### Identifying wasted effort A player realizes they are farming a low-yield zone and asks the agent to use `evaluate_opportunity_cost` to see how much gold they're missing out on. ### Quick route analysis A player finds a new dungeon and asks the agent to use `analyze_route_metrics` to see if it's worth the time based on current market values. ## Benefits - Stop wasting time on low-yield content by using `compare_farming_routes` to see which paths actually pay out. - Know your exact progress with `predict_farm_duration` so you can plan your gaming sessions around real time limits. - Spot hidden losses by using `evaluate_opportunity_cost` to see what you're missing out on. - Get instant economic data for any path using `analyze_route_metrics` instead of doing manual math. - Make informed decisions on market values and drop rates with consistent, data-driven results. ## How It Works The bottom line is you get a clear, data-backed ranking of which game routes actually make you the most money. 1. Provide your agent with the run duration, drop rates, and item values for your paths. 2. Ask your agent to analyze a single route or compare multiple options. 3. Receive a ranked list of routes with precise GPH and time estimates. ## Frequently Asked Questions **Can the Farming Efficiency Calculator help me find the best gold routes?** Yes. It compares different paths and ranks them based on their Gold Per Hour so you can see which one is objectively the most profitable. **How does the Farming Efficiency Calculator handle different drop rates?** You just provide the drop rate for the items in a route, and it uses that data to calculate your expected loot and time to completion. **Can I use the Farming Efficiency Calculator to plan my daily gaming goals?** Absolutely. You can use it to predict exactly how many hours you need to spend to hit a specific goal, like collecting a certain amount of a rare item. **How do I know if I'm wasting time on a specific farm?** You can use the tool to evaluate the opportunity cost. It will show you how much profit you're missing out on by choosing a lower-yield route over a better one. **Does the Farming Efficiency Calculator work for all types of games?** It works for any game where you can provide the basic stats, such as run duration, drop rates, and the gold value of the loot. **What kind of data do I need to provide to the Farming Efficiency Calculator?** You just need to give your agent the basic numbers: how long a run takes, what the drop rates are for the items, and what those items are worth in gold. **How do I calculate the profitability of a new route?** Use the `analyze_route_metrics` tool. Provide the duration of your run in minutes and a JSON list of items found, including their drop chance, quantity per drop, and market value. **Can I compare multiple farming paths at once?** Yes, the `compare_farming_routes` tool allows you to input a list of routes to see which one provides the highest Gold Per Hour. **How can I know how long it will take to farm a specific item?** The `predict_farm_duration` tool calculates the estimated hours needed based on your target quantity and the route's drop rates.