locateanything

A local GeoGuessr-for-real-life: reads EXIF GPS and reasons over visual clues using a local uncensored vision-language model + a reasoning model — no cloud, no API keys, nothing uploaded.

→ cognis-digital/locateanything · 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.

// 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 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/cognis-digital-locateanything-1951zj)](https://m8ven.ai/mcp/cognis-digital-locateanything-1951zj)

commit: e718b2e1f7dea5edfd0f038259a10f7a6930bced

code hash: bbefba930314608f75010a1d819cbaadf2dc4c0e6cdff2a14b8f950f0d0cb9b1

verified: 6/10/2026, 10:28:58 AM

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