
Connect Hop Alpha Acid Degradation Predictor to your AI
Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Model hop stability and prevent ingredient loss during storage.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Your AI does the work. We keep it safe and sound.
No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.
Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

Each Connector runs inside its own sealed environment.
Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.
One switch stops every agent. Instantly.
One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.
Spending limits that pause instead of surprise.
Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.
Three controls, built into the layer your AI connects through.
Curated set · 3 capabilities
We ship only the actions that matter.
01-03
3 capabilities in this set.
Part of 3 available through Hop Stability Service.
- 01
Predict current degradation
This capability calculates the immediate impact of your current storage environment on alpha acid levels. Use it to see how a specific temperature or oxygen level affects your hops right now.
- 02
Recommend storage optimization
This capability suggests the best physical packaging and environmental settings to minimize degradation. It provides tailored advice based on whether you are using whole cone, pellet, or extract hops.
- 03
Calculate cumulative loss
This capability predicts the total alpha acid reduction across a series of different storage conditions. It's useful for modeling hops that move between different temperatures or oxygen levels over time.
Real work
What teams actually run
Inventory Life Prediction
Calculate how long a batch of pellets will stay within spec under current warehouse temperatures.
Storage Transition Planning
Model the total alpha acid loss when moving hops from a cold storage unit to a warmer staging area.
Packaging Selection
Determine if vacuum sealing is necessary for a specific batch of extract hops.
Quality Auditing
Assess the impact of an accidental temperature spike on your existing hop stock.
One connector, every AI
Hop Stability Service works with the most popular AI clients.
These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Hop Stability Service to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.
Observed, not estimated
868ms average. Fast in production.
Hop Stability Service is checked daily against the live service.
- Fastest day
- 704ms
- Slowest day
- 1190ms
- 14-day trend
- Slowing+42%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Hop Stability Service, so you can see the experience inside your AI.
It does not authenticate your account with Hop Stability Service. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Hop Stability Service Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_fr8PEUOFCxMG1zwE0l5ddMjyHkcUctptpW73SoSa/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Hop Stability Service capabilities are ready to use.
{
"mcpServers": {
"hop-alpha-acid-degradation-predictor-mcp": {
"url": "https://edge.vinkius.com/vk_preview_fr8PEUOFCxMG1zwE0l5ddMjyHkcUctptpW73SoSa/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
Guided setup for Claude? Set up Hop Stability Service in Claude and other AIs
Who it's for
Built for the work Hop Stability Service owners hand off.
This MCP is built for professionals managing hop inventory and brewing quality.
- 01
Brewmasters
They use the capability to ensure consistent bitterness levels in their recipes.
- 02
Quality Control Specialists
They use the kinetic models to monitor ingredient stability and shelf life.
- 03
Warehouse Managers
They use the optimization capabilities to set ideal storage parameters for hop inventory.
FAQ
Questions Hop Stability Service owners ask.
- 01
How does this MCP calculate hop degradation?
The MCP uses Arrhenius kinetics to model how temperature and oxygen exposure affect the stability of alpha acids.
- 02
Can I use this for different types of hops?
Yes, the capability provides specific recommendations for whole cone, pellet, and extract hops.
- 03
What AI clients can I use with this MCP?
You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.
- 04
Does it account for oxygen exposure?
Yes, oxygen exposure is one of the primary variables used to calculate degradation and optimize storage.
- 05
Can I model multiple storage changes in a row?
Yes, the calculate_cumulative_loss capability is designed to model a sequence of varying storage conditions.
- 06
How does the hop form affect degradation?
The physical state (whole cone, pellet, or extract) determines the surface area available for oxidation. Extracts have the highest surface area and degrade fastest, while whole cones are the most stable.
- 07
Can I model multiple storage periods at once?
Yes, you can use the calculate_cumulative_loss capability to provide a sequence of different storage conditions to see the total reduction over time.
- 08
What information is needed for storage recommendations?
To get optimized settings via recommend_storage_optimization, you need the current alpha acid percentage, the target storage duration, and the hop form.
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Connect Hop Stability Service to Claude, Cursor, ChatGPT & more
