ampl-mcp

Item: ampl-mcp
Rating: 69
Author: M8ven

An MCP server exposing AMPL optimisation modelling to coding agents, plus a matching Claude plugin.

→ worc4021/ampl-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configAMPL_MCP_LICENCE_DIR— Override the durable licence directory.

configXDG_DATA_HOME

configAMPLKEY_UUID— setx "your-uuid-here" # Windows

configAMPL_MCP_ALLOW_SHELL— is impossible. Set =1 if you need those statements.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/worc4021-ampl-mcp-m0uj05)](https://m8ven.ai/mcp/worc4021-ampl-mcp-m0uj05)

commit: 077bf6529b9afafb31e5f53f385d21a8ef384291

code hash: 0121226c4bb377c9d0b094cfdbc5d86f0a4ee000b233cc41b988f82513cc18fb

verified: 7/30/2026, 8:55:09 AM

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