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Pitchlense-mcp

Verified Safe

by connectaman

Overview

Provides AI-powered, multi-category risk analysis for startups, aiding in investment due diligence, growth potential evaluation, and portfolio risk management.

Installation

Run Command
pitchlense-mcp server

Environment Variables

  • GEMINI_API_KEY
  • SERPAPI_API_KEY
  • PERPLEXITY_API_KEY
  • GOOGLE_CLOUD_PROJECT
  • GOOGLE_APPLICATION_CREDENTIALS
  • VERTEX_AI_LOCATION

Security Notes

The server demonstrates strong security practices for handling API keys, consistently loading them from environment variables (`os.getenv`) rather than hardcoding. Input validation is present for `startup_text`. There's no evidence of direct `eval` or `exec` on user-provided input. File uploads in the GCP Cloud Function are handled by downloading to the `/tmp` directory, which is standard for temporary serverless storage, and processing relies on LLM-based content extraction rather than arbitrary code execution. LLM prompts include explicit `SECURITY INSTRUCTIONS` to prevent prompt injection and generate professional, unbiased content. The `GoogleContentModerationMCPTool` currently uses a *mock* keyword-based check, which is a functional limitation (not actual Google moderation) but is transparently stated and doesn't introduce a code vulnerability. Network risks are inherent with multiple external API calls (Gemini, Perplexity, SerpAPI), but robust error handling is implemented.

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Stats

Interest Score36
Security Score9
Cost ClassMedium
Avg Tokens35000
Stars6
Forks2
Last Update2026-01-13

Tags

startup analysisrisk assessmentAILLMdue diligenceinvestmentfinancial analysisknowledge graph