groundtruth

Item: groundtruth
Rating: 74
Author: M8ven

Enables MCP-capable agents to assemble and update a public, verified dataset on city services by providing templates for data collection, listing data gaps, accepting submissions with provenance, and returning verdicts.

→ jackstewart254/groundtruth · listed on glama

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Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

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Glama

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// key findings

✅

5 tools verified — handlers match their declared behaviour

3 read-only tools verified — handlers contain no write/delete/exec

✅

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.

🔐

You'll be asked for 3 credentials: MCP_TOKEN, NEXT_PUBLIC_SUPABASE_ANON_KEY, SUPABASE_SERVICE_ROLE_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

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

🔐 secretMCP_TOKEN— is any long random string (openssl rand -hex 32); /api/mcp rejects every

🔐 secretNEXT_PUBLIC_SUPABASE_ANON_KEY

configNEXT_PUBLIC_SUPABASE_URL

🔐 secretSUPABASE_SERVICE_ROLE_KEY

// 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 5 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/jackstewart254-groundtruth-rqms7y)](https://m8ven.ai/mcp/jackstewart254-groundtruth-rqms7y)

commit: e857fa0ec04dd7ab70129bca489b59dc7cbd8247

code hash: 158b0e8cfeb35d2b58859c64c526e0d05339747ee382fdb9609dbe1580ec9ca7

verified: 7/30/2026, 8:05:29 PM

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