
Connect Green Chemistry Metrics to ChatGPT and Claude
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. Quantify the environmental impact of your chemical manufacturing.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
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 · 4 capabilities
We ship only the actions that matter.
01-04
4 capabilities in this set.
Part of 4 available through Green Chemistry Metrics.
- 01
Assess energy footprint
This capability quantifies the energy consumption of a process relative to the final product yield.
- 02
Calculate atom economy
Use this to find the theoretical efficiency of a chemical reaction based on reactant and product masses.
- 03
Calculate mass intensity metrics
This capability provides a detailed view of material usage, including E-factor and Process Mass Intensity.
- 04
Evaluate waste impact
This capability categorizes generated waste into specific hazard tiers to assess environmental risk.
Real work
What teams actually run
Route Selection
Compare two different chemical routes by calculating which one has a lower E-factor.
Process Optimization
Identify how changes in reactant amounts affect the overall atom economy.
Environmental Reporting
Generate data on energy footprint and waste impact for compliance documentation.
Waste Management
Determine the hazard level of byproducts to plan disposal strategies.
One connector, every AI
Green Chemistry Metrics 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 Green Chemistry Metrics 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
923ms average. Fast in production.
Green Chemistry Metrics is checked daily against the live service.
- Fastest day
- 754ms
- Slowest day
- 1202ms
- 14-day trend
- Slowing+33%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Green Chemistry Metrics, so you can see the experience inside your AI.
It does not authenticate your account with Green Chemistry Metrics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Green Chemistry Metrics Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_hKmXZw6Ecv64FKA19krXQ3DtOQK4TxZfSHE6rHUC/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 — Green Chemistry Metrics capabilities are ready to use.
{
"mcpServers": {
"green-chemistry-metrics-mcp": {
"url": "https://edge.vinkius.com/vk_preview_hKmXZw6Ecv64FKA19krXQ3DtOQK4TxZfSHE6rHUC/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 Green Chemistry Metrics in Claude and other AIs
Who it's for
Built for the work Green Chemistry Metrics owners hand off.
This MCP is built for professionals in chemical engineering and sustainable manufacturing who need to automate sustainability reporting.
- 01
Chemical Engineers
They hand off reaction mass data to the AI to quickly compare different synthetic pathways.
- 02
Sustainability Officers
They use the AI to generate standardized environmental impact reports for manufacturing processes.
- 03
Process Chemists
They use the agent to optimize reaction conditions for better atom economy.
FAQ
Questions Green Chemistry Metrics owners ask.
- 01
What metrics can this MCP calculate?
It calculates Atom Economy, E-factor, Process Mass Intensity (PMI), Solvent Intensity, and energy footprint.
- 02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 03
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
- 04
Can I use this for waste assessment?
Yes, the evaluate_waste_impact capability allows you to categorize waste into different hazard tiers.
- 05
Is this for theoretical or real-world data?
It works for both. You can use it to find theoretical atom economy or to analyze actual mass and energy usage from a real process.
- 06
What metrics can I calculate?
You can calculate Atom Economy, E-factor, Process Mass Intensity (PMI), Solvent Intensity, waste hazard scores, and energy intensity.
- 07
How does the waste impact assessment work?
The evaluate_waste_impact capability categorizes waste into non-hazardous, hazardous, or highly-toxic tiers to calculate a weighted hazard score.
- 08
Which AI clients are compatible?
This server is compatible with Cursor, VS Code, Claude Desktop, Windsurf, and any MCP-compatible client via Vinkius Edge.
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Connect Green Chemistry Metrics to Claude, Cursor, ChatGPT & more
