AI Token Optimizer

Item: AI Token Optimizer
Rating: 74
Author: M8ven

An MCP server that cuts AI coding-agent token usage by 60–80% via framework-aware context optimization.

→ shivam-app-developers/ai-optimizer · 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.

configAI_OPTIMIZER_LICENSE

configNEXT_PUBLIC_LS_PRO_URL

configNEXT_PUBLIC_LS_TEAM_URL

// 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 7 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/shivam-app-developers-ai-optimizer-1cj2w7)](https://m8ven.ai/mcp/shivam-app-developers-ai-optimizer-1cj2w7)

commit: ef0a56a82d5e3dbef11423343744c922a7930b2d

code hash: 322625ff6f0a0a87776683a7571bc7456978e61c5c40be134604c7956aabf8d5

verified: 7/30/2026, 8:54:47 AM

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