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    Octagon Vc Agents

    An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feedback, diligence simulations, term sheet negotiations, and more.

    16 stars
    Python
    Updated Nov 1, 2025
    agent
    agentic-ai
    ai
    ai-agent
    ai-agents
    investment
    mcp-server
    open-source
    openai
    openai-agents-sdk

    Table of Contents

    • Try Demo in ChatGPT
    • Octagon VC Agents
    • Example Prompts
    • Prerequisites
    • Get Your Octagon API Key
    • Get Your OpenAI API Key
    • Install pipx
    • On macOS
    • On Windows
    • Installation
    • Running on Claude Desktop
    • Running on Cursor
    • Running on Windsurf
    • Running with pipx
    • Manual Installation
    • Implementation Details
    • Persona Configuration
    • Customization Options
    • Documentation
    • License

    Table of Contents

    • Try Demo in ChatGPT
    • Octagon VC Agents
    • Example Prompts
    • Prerequisites
    • Get Your Octagon API Key
    • Get Your OpenAI API Key
    • Install pipx
    • On macOS
    • On Windows
    • Installation
    • Running on Claude Desktop
    • Running on Cursor
    • Running on Windsurf
    • Running with pipx
    • Manual Installation
    • Implementation Details
    • Persona Configuration
    • Customization Options
    • Documentation
    • License

    Documentation

    Octagon VC Agents

    smithery badge

    An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feedback, diligence simulations, term sheet negotiations, and more.

    Try Demo in ChatGPT

    VC Agents are also fully integrated them in ChatGPT with a demo Octagon API key. Give them a try here:

    Octagon VC Agents

    These are AI-powered simulations inspired by notable venture capitalists. These personas are not affiliated with or endorsed by the actual individuals.

    VC Agent NameDescription
    [octagon-marc-andreessen-agent](src/octagon_vc_agents/investors/marc_andreessen.md)Simulation of the tech-optimist investor known for "software eating the world" thesis and bold technology bets
    [octagon-peter-thiel-agent](src/octagon_vc_agents/investors/peter_thiel.md)Simulation of the venture capitalist & 'Zero to One' author who analyzes investments through the lens of monopoly theory and contrarian thinking
    [octagon-reid-hoffman-agent](src/octagon_vc_agents/investors/reid_hoffman.md)Simulation of the LinkedIn founder-turned-investor known for network-effect businesses and blitzscaling philosophy
    [octagon-keith-rabois-agent](src/octagon_vc_agents/investors/keith_rabois.md)Simulation of the operator-investor known for spotting exceptional talent and operational excellence
    [octagon-bill-gurley-agent](src/octagon_vc_agents/investors/bill_gurley.md)Simulation of the analytical investor known for marketplace expertise and detailed market analysis
    [octagon-fred-wilson-agent](src/octagon_vc_agents/investors/fred_wilson.md)Simulation of the USV co-founder & veteran early-stage investor focused on community-driven networks and founder-first philosophies
    [octagon-josh-kopelman-agent](src/octagon_vc_agents/investors/josh_kopelman.md)Simulation of the founder-friendly investor focused on seed-stage companies and founder development
    [octagon-alfred-lin-agent](src/octagon_vc_agents/investors/alfred_lin.md)Simulation of the operator-turned-investor known for consumer businesses and organizational scaling

    Example Prompts

    What you want from the agentsCopy-and-paste prompt
    Deal critiqueAsk @octagon-marc-andreessen-agent and @octagon-reid-hoffman-agent to evaluate {company website}'s latest funding round. Provide a detailed comparative table from their points of view.
    Qualify investor fit before the call@octagon-alfred-lin-agent You're vetting my pre-seed startup: {one-sentence pitch}. In {deck.pdf}, you'll find our vision, team, and WAU chart. Give me a "meet/pass" decision and list the three metrics I should strengthen most before your partner vote on Monday.
    Thesis & metrics reality-check@octagon-reid-hoffman-agent Here's our 10-slide deck and dashboard ({docs}). We currently have {X} weekly active users, {Y}% MoM WAU growth, and {Z}% retention over 8 weeks. Using your 14-day diligence lens, list the biggest metric gaps that would prevent you from issuing a term sheet, and suggest how we could close them within one quarter.
    Portfolio-intro mapping – warm leads for the next round@octagon-fred-wilson-agent Based on your current portfolio in {data} and our focus (outlined in the one-pager below), identify four portfolio CEOs who could become design partners. For each CEO, draft a first-contact email from me that highlights mutual value.

    Prerequisites

    To use Octagon VC Agents, you will need two API keys:

    • An Octagon API key (for access to Octagon Private Markets data)
    • An OpenAI API key (for AI-powered analysis)

    Get Your Octagon API Key

    To use VC Agents, you need to:

    1. Sign up for a free account at Octagon

    2. After logging in, from left menu, navigate to API Keys

    3. Generate a new API key

    4. Use this API key in your configuration as the OCTAGON_API_KEY value

    Get Your OpenAI API Key

    You also need an OpenAI API key to enable AI-powered features:

    1. Sign up or log in at OpenAI

    2. Go to API Keys

    3. Create a new API key

    4. Use this API key in your configuration as the OPENAI_API_KEY value

    Install pipx

    To use Octagon VC Agents, you need pipx, a tool for installing and running Python applications in isolated environments.

    On macOS

    Install pipx using Homebrew (recommended):

    bash
    brew install pipx
    pipx ensurepath

    Or with pip:

    bash
    python3 -m pip install --user pipx
    python3 -m pipx ensurepath

    On Windows

    Install pipx using pip:

    powershell
    python -m pip install --user pipx
    python -m pipx ensurepath

    After installation, restart your terminal so that the pipx command is available.

    Installation

    Running on Claude Desktop

    To configure Octagon VC Agents for Claude Desktop:

    1. Open Claude Desktop

    2. Go to Settings > Developer > Edit Config

    3. Add the following to your claude_desktop_config.json (Replace YOUR_OCTAGON_API_KEY_HERE with your Octagon API key and YOUR_OPENAI_API_KEY_HERE with your OpenAI API key):

    json
    {
      "mcpServers": {
        "octagon-vc-agents": {
          "command": "pipx",
          "args": ["run", "--pip-args=\"--no-cache-dir\"", "octagon-vc-agents", "run"],
          "env": {
            "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
            "OCTAGON_API_KEY": "YOUR_OCTAGON_API_KEY_HERE"
          }
        }
      }
    }

    4. Restart Claude for the changes to take effect

    Running on Cursor

    Configuring Cursor Desktop 🖥️

    Note: Requires Cursor version 0.45.6+

    To configure Octagon VC Agents in Cursor:

    1. Open Cursor Settings

    2. Go to Features > MCP Servers

    3. Click "+ Add New MCP Server"

    4. Enter the following:

    • Name: "octagon-mcp" (or your preferred name)
    • Type: "command"
    • Command: env OCTAGON_API_KEY=YOUR_OCTAGON_API_KEY_HERE OPENAI_API_KEY=YOUR_OPENAI_API_KEY_HERE pipx run --pip-args="--no-cache-dir" octagon-vc-agents run

    If you are using Windows and are running into issues, try cmd /c "set OCTAGON_API_KEY=YOUR_OCTAGON_API_KEY_HERE && set OPENAI_API_KEY=YOUR_OPENAI_API_KEY_HERE && pipx run --pip-args='--no-cache-dir' octagon-vc-agents run"

    Replace YOUR_OCTAGON_API_KEY_HERE with your Octagon API key and YOUR_OPENAI_API_KEY_HERE with your OpenAI API key.

    After adding, refresh the MCP server list to see the new tools. The Composer Agent will automatically use VC Agents when appropriate, but you can explicitly request it by describing your investment research needs. Access the Composer via Command+L (Mac), select "Agent" next to the submit button, and enter your query.

    Running on Windsurf

    Add this to your ./codeium/windsurf/model_config.json:

    json
    {
      "mcpServers": {
        "octagon-vc-agents": {
          "command": "pipx",
          "args": ["run", "--pip-args=\"--no-cache-dir\"", "octagon-vc-agents", "run"],
          "env": {
            "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
            "OCTAGON_API_KEY": "YOUR_OCTAGON_API_KEY_HERE"
          }
        }
      }
    }

    Running with pipx

    bash
    env OCTAGON_API_KEY=YOUR_OCTAGON_API_KEY_HERE OPENAI_API_KEY=YOUR_OPENAI_API_KEY_HERE pipx run --pip-args="--no-cache-dir" octagon-vc-agents run

    Manual Installation

    bash
    pip install octagon-vc-agents

    Implementation Details

    Persona Configuration

    Investor personas are defined through markdown files containing:

    • Investment philosophy
    • Psychological profile
    • Historical track record
    • Decision-making patterns
    • Communication style preferences

    Customization Options

    1. Add new investor personas by creating markdown profiles

    2. Implement custom interaction patterns between personas

    3. Enhance orchestration logic for complex multi-perspective analysis

    Documentation

    For detailed information about Octagon Agents, including setup guides, API reference, and best practices, visit our documentation.

    License

    MIT

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