prelaunch-mcp

Analyzes startup ideas against 6 sources (GitHub, HN, npm, PyPI, Google, Reddit) with LLM-powered intent parsing to assess competition, demand, and gaps.

→ Heman10x-NGU/prelaunch-mcp · 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 4 credentials: ANTHROPIC_API_KEY, OPENAI_API_KEY, GITHUB_TOKEN, GOOGLE_CSE_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.

🔐 secretANTHROPIC_API_KEY— "": "your-key-here",

🔐 secretOPENAI_API_KEY— Alternative LLM parsing via OpenAI or compatible API

configOPENAI_BASE_URL— Optional Custom endpoint (Ollama, LM Studio, etc.)

configOPENAI_MODEL

🔐 secretGITHUB_TOKEN— "": "your-token-here"

🔐 secretGOOGLE_CSE_KEY— Optional Google Custom Search (falls back to DuckDuckGo)

configGOOGLE_CSE_ID— Optional Google Custom Search Engine ID

// 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 4 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/heman10x-ngu-prelaunch-mcp-5hsywq)](https://m8ven.ai/mcp/heman10x-ngu-prelaunch-mcp-5hsywq)

commit: 698dea5810ac0871f1a4c9eeb0f118e2569b767d

code hash: 1278eee18eca5923b9bdf83e773141c2e4496791d7665c22eff7b2d1858b9dea

verified: 6/22/2026, 12:32:27 PM

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