AI Competitive Research Assistant (NitroStack MCP)

Item: AI Competitive Research Assistant (NitroStack MCP)
Rating: 74
Author: M8ven

Automates competitive research for startup ideas by executing a 7-step pipeline including idea understanding, competitor discovery, profile extraction, feature comparison, market gap analysis, innovation scoring, and report generation.

→ Aditya201206/Gapfinder · 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.

🔐

You'll be asked for 3 credentials: GEMINI_API_KEY, NEXT_PUBLIC_MAPBOX_TOKEN, TAVILY_API_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.

🔐 secretGEMINI_API_KEY— your_gemini_api_key_here

🔐 secretNEXT_PUBLIC_MAPBOX_TOKEN

🔐 secretTAVILY_API_KEY— your_tavily_api_key_here

// 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 3 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/aditya201206-gapfinder-1ixkxh)](https://m8ven.ai/mcp/aditya201206-gapfinder-1ixkxh)

commit: 776b22e229d540673468c3e81cbe618973c7a94b

code hash: f8c00db6132d2b04efb7bcfca7c5191532c30fe9b14609d7ddca7e4636e8bc17

verified: 7/27/2026, 10:21:12 AM

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