How to Use the Option Pool Shuffle Simulator MCP in LlamaIndex

Q: Does the Option Pool Shuffle Simulator work with FunctionAgent?

It integrates natively. Call await mcptoolspec.totoollistasync() and pass the results to your agent constructor.

Index VC dilution scenarios directly into LlamaIndex to query the true cost of capital.

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Connect Option Pool Shuffle Simulator MCP to LlamaIndex

Create your Vinkius account to connect Option Pool Shuffle Simulator to LlamaIndex — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

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Setup Option Pool Shuffle Simulator with LlamaIndex

Ask AI about this MCP

ChatGPT

Claude

Perplexity Vinkius runs on Gemini

Gemini

Grok

Vector Search For Cap Tables

Your LlamaIndex setup queries the `compare_shuffle_impact` tool to quantify the difference between term sheet structures. The agent receives the exact dollar delta between pre and post-money option pool creation. Instead of just returning a number to the user, the framework embeds this financial outcome into your vector store. You build a historical index of every term sheet negotiation your firm handles.

Grounded Financial Queries

Semantic search requires factual data. Calling `compute_pre_money_scenario` generates hard ownership percentages based on the founder taking the entire dilution hit. Vinkius provides this MCP alongside 4,000 others in a unified catalog. You connect your LlamaIndex BasicMCPClient once and pull live financial calculations directly into your RAG applications.

RAG Powered MCP Server

Your RAG application needs the counter-proposal data. The `compute_post_money_scenario` function calculates the cap table if investors share the dilution burden. The FunctionAgent handles the inputs automatically. You ask natural questions about term sheets and the agent pulls the exact math from the API before formulating a response.

Setup guide

Set up Option Pool Shuffle Simulator MCP in LlamaIndex

Prerequisites

Python 3.10+ installed
llama-index-tools-mcp package
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai. The MCP tools package provides BasicMCPClient and McpToolSpec.
2

Connect with BasicMCPClient
Point BasicMCPClient to your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports SSE and Streamable HTTP transports.
3

Convert to LlamaIndex tools
Call mcp_tool_spec.to_tool_list_async() to convert all Option Pool Shuffle Simulator MCP tools into native FunctionTool objects that any LlamaIndex agent can use.
4

Run with any LLM
Create a FunctionAgent with the tools and your preferred LLM. Swap OpenAI for Anthropic, Gemini, or any LlamaIndex-supported provider.

agent.py

from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Connect to the MCP
mcp_client = BasicMCPClient(
    "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
mcp_tool_spec = McpToolSpec(client=mcp_client)

# Convert MCP tools to LlamaIndex tools
tools = await mcp_tool_spec.to_tool_list_async()

# Create and run the agent
agent = FunctionAgent(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
    system_prompt="You have access to Option Pool Shuffle Simulator tools.",
)
response = await agent.run("List recent Option Pool Shuffle Simulator data")

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Option Pool Simulator. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Option Pool Shuffle Simulator MCP in LlamaIndex

Install llama-index-tools-mcp via pip. Set up a BasicMCPClient and wrap it with McpToolSpec to generate the tool list.

Yes. The framework indexes the calculated dilution percentages into your vector database. You can query past VC scenarios later.

It integrates natively. Call await mcp_tool_spec.to_tool_list_async() and pass the results to your agent constructor.

Vinkius is the largest app catalog available. You authenticate once and get access to this financial calculator plus thousands of other managed tools.

The tool calculates unallocated share counts and ownership fractions. The Vinkius infrastructure processes these integers in memory and immediately flushes the execution environment.

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