MCP Server Setup
Paramus exposes computational chemistry tools to AI assistants through the Model Context Protocol (MCP). The tray application runs locally — no cloud services, no API keys, no manual configuration files.
Quick Start
Make sure the Paramus tray application is running (system tray icon visible).
VS Code (Copilot)
Add .vscode/mcp.json to your workspace:
{
"servers": {
"paramus-chemistry": {
"type": "http",
"url": "http://localhost:8765/mcp"
}
}
}
VS Code detects the server and asks to start it:

On first run, select Always Allow Tools from paramus-chemistry-os:

Tools are now available. Ask any question and the AI calls them automatically:

Claude Desktop
Edit %APPDATA%\Claude\claude_desktop_config.json:
{
"mcpServers": {
"Paramus Chemistry": {
"command": "C:\\Users\\<user>\\AppData\\Local\\Paramus\\Server\\paramus-client\\paramus-client.exe"
}
}
}
Restart Claude Desktop after saving.


Windsurf
Edit ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": {
"Paramus Chemistry": {
"command": "C:\\Users\\<user>\\AppData\\Local\\Paramus\\Server\\paramus-client\\paramus-client.exe"
}
}
}
Troubleshooting
| Problem | Solution |
|---|---|
| VS Code shows no tools | Check .vscode/mcp.json points to http://localhost:8765/mcp and tray icon is visible |
| Claude Desktop shows no tools | Check claude_desktop_config.json path. Restart Claude after config changes |
| “Tray App not reachable” | Start the tray application (paramus-app.exe or run.bat) |
| Tools missing after update | Restart the tray app (it auto-discovers tools on startup) |
| BRAIN/WORLD tools not showing | Check network connectivity to backend hosts. Unreachable services are hidden automatically |
Details
Architecture
The tray application starts an HTTP server on localhost:8765. AI clients connect to this endpoint and receive access to 10 gateway meta-tools that route to the full tool catalog across 15 categories.

Tool Categories
Molecular Chemistry, Analytical Chemistry, Chemical Kinetics, Thermodynamics, Quantum Chemistry, Polymer Science, Materials Science, Electrochemistry, Drug Discovery, Data Science, Engineering, BRAIN Platform, WORLD Platform, OPERATE Platform, INTENT Core.
The visible count depends on which backend services (BRAIN, WORLD, OPERATE) are reachable.
Transport Modes
| Client | Transport | Subprocess? |
|---|---|---|
| VS Code | HTTP direct to :8765 | No |
| Claude Desktop | STDIO gateway -> HTTP proxy to :8765 | Yes |
| Windsurf | STDIO gateway -> HTTP proxy to :8765 | Yes |
VS Code connects directly via HTTP. Claude Desktop and Windsurf use STDIO, so the paramus-client.exe (1.7 MB, stdlib-only, < 0.3s startup) bridges STDIO to HTTP. When running from source, use python -m paramus.intent.gateway instead.
Island Mode
When BRAIN or WORLD backends are unreachable, their tools are automatically hidden. They reappear when connectivity is restored. Local tools (RDKit, CoolProp, Cantera) always work.
Ports
| Port | Service |
|---|---|
| 8765 | Tray app MCP endpoint |
| 8766 | Settings UI (browser) |
Frequently Asked Questions
A local server implementing the Model Context Protocol standard. It exposes computational chemistry tools to AI assistants through 10 gateway meta-tools that route to the full catalog.
VS Code (Copilot), Claude Desktop, Windsurf, ChatGPT Desktop, and any MCP-compatible client. VS Code connects via HTTP. Claude Desktop and Windsurf use STDIO via a thin gateway binary.
Install Paramus Intent MCP. Start the tray application (or enable auto-start during installation). Add the MCP configuration to your AI client (see Quick Start). No API keys required for core tools. Optional keys can be configured in Settings for Materials Project and Rowan services.
Local tools (chemistry, polymers, thermodynamics, data science) work fully offline. BRAIN, WORLD, and OPERATE tools require network access to their respective backend servers.
The server is distributed under a proprietary license (Paramus Transform LLC). It implements the open MCP protocol standard, allowing any MCP-compatible AI client to connect.
