ai-dev-analytics

Item: ai-dev-analytics
Rating: 47
Author: M8ven

AI development observability platform. It silently captures structured data from vibe coding sessions via MCP and codifies deviation patterns into project rules to make AI write better code. 100% local and zero runtime dependencies.

→ LWTlong/ai-dev-analytics · listed on glama

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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.

configAIDA_BRANCH

configAIDA_DEV

configEDITOR

// 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 0 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/lwtlong-ai-dev-analytics-1iglt4)](https://m8ven.ai/mcp/lwtlong-ai-dev-analytics-1iglt4)

commit: 88e6ae2a085f4f22885a3cff8067754fef9d412f

code hash: a47b79d7e918ab101f4846bf36e8010d1153afd9fed34798083b2bc5ed13c863

verified: 6/11/2026, 11:33:16 AM

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