Founder Intelligence Engine

Transforms founder profiles from social media into actionable strategic intelligence through automated scraping, LLM analysis, and personalized news tracking. It leverages vector search and caching to provide deep insights and relevant updates on specific founders.

→ praveenkumarkunchala2005/mcp · listed on glama

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

🚨

Secret credentials may flow to a network call

3 flows detected: APIFY_API_TOKEN, GROQ_API_KEY. We can’t prove the destination matches the brand the credential belongs to.

🚨

Known vulnerabilities in dependencies: 2 critical, 5 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

🔐

You'll be asked for 3 credentials: APIFY_API_TOKEN, GROQ_API_KEY, SUPABASE_SERVICE_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.

🔐 secretAPIFY_API_TOKEN— "": "...",

configAPIFY_GOOGLE_NEWS_ACTOR

configAPIFY_GOOGLE_NEWS_ACTORS

configAPIFY_LINKEDIN_ACTOR

configAPIFY_LINKEDIN_ACTORS

configAPIFY_TWITTER_ACTOR

configAPIFY_TWITTER_ACTORS

configBACKGROUND_LOOP— true node src/backgroundWorker.js

configBACKGROUND_REFRESH_INTERVAL_SECONDS

configEMBEDDING_DIMENSIONS

configEMBEDDING_FALLBACK_MODE

configEMBEDDING_MODEL

configFILE_STORE_PATH

🔐 secretGROQ_API_KEY— "": "...",

configGROQ_MODEL

configNEWS_STALE_SECONDS

🔐 secretSUPABASE_SERVICE_KEY— "": "...",

configSUPABASE_URL— "": "...",

configTOP_ARTICLES_COUNT

configUSE_SUPABASE

// 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 6 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/praveenkumarkunchala2005-mcp-182s5g)](https://m8ven.ai/mcp/praveenkumarkunchala2005-mcp-182s5g)

commit: 9bdc9265dcb0a9415ab0e7db72f1038fb1756ba3

code hash: 5afd08c802db6e643476fe5013c771fad1fb5c151fdbd32747eee9d2acc430b6

verified: 4/11/2026, 2:56:12 PM

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