> ## Content Index > Fetch the complete content index at: https://blog.otoco.io/llms.txt > Use this file to discover other available public pages before exploring further. # OtoCo MCP: Form and Manage Entities With Your AI Agent - URL: https://blog.otoco.io/otoco-mcp/ - Published: 2026-07-22T18:22:24.000Z - Updated: 2026-08-12T19:02:26.000Z - Description: Connect Cursor, Claude, Codex, ChatGPT, Grok, and other MCP-compatible agents to OtoCo to form and manage US entities onchain — with confirmation-gated paid actions. - Author: OtoCo - Tags: Product, Guide, AI Agents AI agents are becoming a new workspace for founders. They write code, research markets, summarize documents, and help move projects forward. Increasingly, founders are not just asking agents for information — they are asking agents to take action. Today, [OtoCo](https://otoco.io/?utm%5Fcampaign=mcp&ref=blog.otoco.io) is introducing [**OtoCo MCP**](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) so AI agents can connect directly to OtoCo and help founders **form and manage US entities onchain**. With [OtoCo MCP](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io), agents like Cursor, Claude, Codex, ChatGPT, Grok, and other MCP-compatible platforms can interact with OtoCo through a structured, permissioned interface. That means your agent can help you move from an idea or project to an actual company workflow — without leaving the tools where you already build. [![OtoCo Developers page — form a company with your AI agent](https://storage.ghost.io/c/6e/a8/6ea8e171-c236-45c5-97ae-d3e5e20c5cbb/content/images/2026/07/otoco-mcp-developers.png)](https://otoco.io/developers?utm%5Fcampaign=mcp&ref=blog.otoco.io) [otoco.io/developers](https://otoco.io/developers?utm%5Fcampaign=mcp&ref=blog.otoco.io) — start with Claude, ChatGPT, Gemini, or Grok, or copy the MCP setup prompt. [Connect your AI agent →](https://docs.otoco.io/docs/connect-your-ai-agent?utm%5Fcampaign=mcp&ref=blog.otoco.io) ## What is MCP? **MCP** stands for [Model Context Protocol](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io). It is an open protocol that lets AI applications connect to external tools and services. Instead of an agent only answering questions from its training data or pasted context, MCP lets it access approved tools in a structured way. For founders, that matters because company formation and management are workflows. They involve steps, required information, documents, decisions, and sometimes payments. MCP gives AI agents a way to work with those workflows directly — while keeping important actions gated and reviewable. [OtoCo MCP](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) brings that interface to entity formation and management. Prefer machine-readable docs? Start with [otoco.io/mcp.md](https://otoco.io/mcp.md?utm%5Fcampaign=mcp&ref=blog.otoco.io). [![OtoCo MCP overview docs](https://storage.ghost.io/c/6e/a8/6ea8e171-c236-45c5-97ae-d3e5e20c5cbb/content/images/2026/07/otoco-mcp-overview-docs.png)](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) [docs.otoco.io/docs/mcp-overview](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) — what MCP is and what your agent can do. ## What OtoCo MCP lets agents do [OtoCo](https://otoco.io/?utm%5Fcampaign=mcp&ref=blog.otoco.io) lets founders form and manage US entities, including LLCs, onchain. With [MCP](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io), your agent can help you interact with OtoCo from inside your agentic platform. Depending on the workflow, you can ask your agent to help with actions like: - Starting a new entity formation flow - Preparing required information for a new company - Comparing Instant and Standalone formation paths - Reviewing available next steps - Managing entity details and company workflows - Trying tools in the [API playground](https://docs.otoco.io/docs/api-playground?utm%5Fcampaign=mcp&ref=blog.otoco.io) The goal is simple: reduce the distance between building a project and setting up the company around it. Explore the product surface at [otoco.io/developers](https://otoco.io/developers?utm%5Fcampaign=mcp&ref=blog.otoco.io). ## Confirmation-gated paid actions Entity formation can involve paid actions. [OtoCo MCP](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) is designed so **paid actions are confirmation-gated**. Your agent can help prepare an action, explain what is needed, and guide you through the flow — but charges require your confirmation before they go through. This keeps the agent useful without removing founder control. ## Instant vs Standalone formation OtoCo supports different formation paths, including **Instant** and **Standalone** formation. With [OtoCo MCP](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io), your agent can help you understand the available path, prepare the required details, and keep the process moving — so you are not bouncing between chat and a dozen browser tabs just to get the company set up. [Compare Instant vs Standalone →](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) ## How to connect your AI agent to OtoCo To connect your agent, you need an OtoCo API key. 1. Open [OtoCo DashPanel → Developer](https://otoco.io/dashpanel/account/developer?utm%5Fcampaign=mcp&ref=blog.otoco.io) 2. Create an API key beginning with `otoco_sk_` (see [MCP API keys](https://docs.otoco.io/docs/mcp-api-keys?utm%5Fcampaign=mcp&ref=blog.otoco.io)) 3. Add the OtoCo MCP server to your agentic platform using the [setup guide](https://docs.otoco.io/docs/connect-your-ai-agent?utm%5Fcampaign=mcp&ref=blog.otoco.io) [![Connect your AI agent docs](https://storage.ghost.io/c/6e/a8/6ea8e171-c236-45c5-97ae-d3e5e20c5cbb/content/images/2026/07/otoco-mcp-connect-agent-docs.png)](https://docs.otoco.io/docs/connect-your-ai-agent?utm%5Fcampaign=mcp&ref=blog.otoco.io) [docs.otoco.io/docs/connect-your-ai-agent](https://docs.otoco.io/docs/connect-your-ai-agent?utm%5Fcampaign=mcp&ref=blog.otoco.io) — access tiers and setup by platform. Also useful: [developers page](https://otoco.io/developers?utm%5Fcampaign=mcp&ref=blog.otoco.io) · [agent-readable mcp.md](https://otoco.io/mcp.md?utm%5Fcampaign=mcp&ref=blog.otoco.io) · [MCP overview](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) [Setup guide by agent →](https://docs.otoco.io/docs/connect-your-ai-agent?utm%5Fcampaign=mcp&ref=blog.otoco.io) Once connected, you can ask your agent to help with OtoCo workflows directly. Example prompts: - “Help me start a new LLC formation with OtoCo.” - “Show me the next steps for forming and managing my entity through OtoCo.” - “Read [https://otoco.io/mcp.md](https://otoco.io/mcp.md?utm%5Fcampaign=mcp&ref=blog.otoco.io) and connect the OtoCo MCP server.” ## Why this matters for founders Founders already use AI agents to build faster. But building a product is only one part of starting a company. There is also the legal and operational container around the project: forming an entity, managing company details, keeping track of documents, and knowing what step comes next. [OtoCo MCP](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) makes those workflows accessible from the same AI environments founders already use. *Entity formation may have legal and tax implications. Review important details before confirming paid actions.* ## Join the community Building with agents and onchain entities is easier with other founders in the loop. Join the OtoCo Telegram for product updates, launch threads, and questions: [t.me/TheRoadToOtoco](https://t.me/TheRoadToOtoco?utm%5Fcampaign=mcp&ref=blog.otoco.io). [Join OtoCo on Telegram →](https://t.me/TheRoadToOtoco?utm%5Fcampaign=mcp&ref=blog.otoco.io) ## Start with the docs [OtoCo MCP](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io) is live for MCP-compatible agents. You can connect Cursor, Claude, Codex, ChatGPT, Grok, and other MCP-compatible platforms to OtoCo today. Start on [otoco.io/developers](https://otoco.io/developers?utm%5Fcampaign=mcp&ref=blog.otoco.io), skim the [MCP overview](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io), or try tools in the [API playground](https://docs.otoco.io/docs/api-playground?utm%5Fcampaign=mcp&ref=blog.otoco.io). [Connect your AI agent →](https://docs.otoco.io/docs/connect-your-ai-agent?utm%5Fcampaign=mcp&ref=blog.otoco.io) AI agents are becoming a core interface for company building. With [OtoCo MCP](https://docs.otoco.io/docs/mcp-overview?utm%5Fcampaign=mcp&ref=blog.otoco.io), they can now help with the company itself.