prospector

Mine Reddit for unmet needs — a plug-and-play topic miner that doubles as an MCP server so Claude can do Reddit research.

→ 011-sam-110/Prospector · 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.

🔐

You'll be asked for 3 credentials: FREELLMAPI_KEY, OPENAI_API_KEY, REDDIT_CLIENT_SECRET

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.

configFREELLMAPI_BASE_URL— OAuth (100 req/min). LLM analysis reads +FREELLMAPI_KEY (or the

configOPENAI_BASE_URL

🔐 secretFREELLMAPI_KEY— OAuth (100 req/min). LLM analysis reads FREELLMAPI_BASE_URL+ (or the

🔐 secretOPENAI_API_KEY

configREDDIT_CLIENT_ID— / REDDIT_CLIENT_SECRET before sweeping — the client switches to

🔐 secretREDDIT_CLIENT_SECRET— REDDIT_CLIENT_ID / before sweeping — the client switches to

configPROSPECTOR_DB

configPROSPECTOR_PROFILES_DIR

// 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/011-sam-110-prospector-1vz1bk)](https://m8ven.ai/mcp/011-sam-110-prospector-1vz1bk)

commit: 97b199012556a9bfec7f75882de0c31c49710804

code hash: 333de3e358027d1c95d3102c242d1386178e95df84cc94a7f23d41a460c2962d

verified: 6/26/2026, 9:40:56 AM

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