👋 Hi, I’m Andre and welcome to my newsletter Data-Driven VC which is all about becoming a better investor with Data & AI. Join 33,930 thought leaders from VCs like a16z, Accel, Index, Sequoia, and more to understand how startup investing becomes more data-driven, why it matters, and what it means for you.
Brought to you by Harmonic — The Complete Startup Database
Market maps finally work in venture software. Scout — the AI agent made for VCs allows you market map with ease. Simply describe what you’re looking for, or look up the competitive landscape for a particular company.
Scout handles the rest, scouring the internet as well as Harmonic’s private database trusted by thousands of investors from leading firms like GV and Insight.
Why Investors Need Their Own MCP Server
In today’s data-rich but insight-poor venture landscape, investors are drowning in information—pitch decks, startup news, founder tweets, CRM entries, and more. Yet despite this data overload, most investors still rely on intuition and gossip over hard evidence. Why? Because data is meaningless unless it's captured, organized, and intelligently queried.
Enter the MCP Server—short for Memory, Context, and Persona server. Inspired by how ChatGPT and other LLMs organize their internal workflows, an MCP server acts as a centralized brain for VCs: a persistent memory layer storing everything that matters, a contextual engine for understanding relationships, and a persona hub that tailors insights to your own investment thesis and decision-making style. Think of MCP like a USB-C port for AI applications.
Just as CRMs became essential for sales teams and ERPs revolutionized manufacturing, I believe MCP servers will soon become indispensable for modern investors.
Let me show you why—and exactly how to build your own, with or without coding skills ;)
💡What Is an MCP Server?
An MCP Server is a modular software backend that integrates:
Memory — Persistent structured and unstructured data on startups, people, theses, markets, etc.
Context — Dynamic linking of entities (e.g., who introduced this founder, when you met them, how they compare to others).
Persona — A tailored overlay that understands your investment lens, sector preferences, writing style, and workflows.
Put simply, the MCP server allows you to feed in noisy real-world data (emails, PDFs, scraped bios, decks, call notes etc.), and ask high-quality, highly personalized questions like:
“Remind me who introduced me to the founder of Company X and when we last spoke?”
“Which companies in our CRM are similar to this one?”
“Summarize our investment thesis in bio-based carbon capture in less than 200 words.”
It acts like an always-on chief-of-staff, analyst, and memory extension—available 24/7, and only getting smarter over time. Tell me you don’t want this too? ;)
📈Use Cases for VC Investors
Here are some exemplary VC workflows where an MCP Server shines:
Subscribe to our premium content to read the rest.
Become a paying subscriber to get access to this post and other resources from the exclusive Data Driven VC community.
UpgradeA subscription gets you:
- Lists of 312 Family Offices + 59 Pension funds + 1513 angels
- Annual ticket for the virtual DDVC Summit
- Access our archive of 300+ articles
- 1 new premium article per week
- Virtual & physical meetups
- Masterclasses & videos
- Access to AI Copilots
- Prompt Database
- ... and lots more
