MCP For Claude Marketplace
PE AI Technology Due Diligence

PE AI Technology Due Diligence MCP Connector for Claude

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Quantify technical risk, remediation costs, and investment viability for AI-driven assets.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides Private Equity partners with the tools to quantify the technical stability and financial liabilities of AI-driven companies. It analyzes AI architecture risk, model dependencies, data quality, and technical debt to generate a normalized technology risk score. Beyond risk assessment, it calculates the estimated remediation cost required to fix technical flaws and provides actionable investment recommendations based on IP ownership and vendor lock-in levels. Use calculate_risk_score to assess structural fragility, estimate_remediation_budget to forecast repair costs, and verify_ip_and_vendor_safety to ensure legal stability.

private-equityrisk-assessmentai-audittechnical-debtinvestment-analysis

4 tools expose this connector's capabilities to your AI agent.

calculate_risk_score

Provides a high-level overview of the total technical risk posed by the AI stack

estimate_remediation_budget

Calculates the financial impact of fixing the identified technical flaws

generate_investment_recommendation

Translates technical metrics into actionable business advice for PE partners

verify_ip_and_vendor_safety

Assesses the legal and operational stability regarding intellectual property and third-party dependencies

See how to talk to your AI agent using PE AI Technology Due Diligence.

Calculate the technical risk score for an AI startup with high architecture fragility and significant vendor lock-in.

The total risk score is 7.5, which is classified as High risk, primarily driven by dependency risk.

What is the estimated remediation budget if we need to clean up data and upgrade infrastructure?

The total remediation cost is €450,000, with €250,000 allocated to Data Engineering and €200,000 to Infrastructure & Scaling.

Should we proceed with the investment given a risk score of 8 and no clear IP ownership?

Avoid. The high risk score combined with lack of IP ownership presents an existential threat to the investment.

The score is a weighted aggregation of architecture risk, dependency risk, data risk, and technical debt risk, resulting in a value from 1 to 10.

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