ChatGPT formation workflow
Form a US Company From ChatGPT With MCP
Form a US Company From ChatGPT With MCP by connecting an approved formation tool, supplying the required company details, and reviewing the filing before anything is submitted. ChatGPT provides the conversational interface; Lovie prepares the formation workflow and keeps consequential actions behind a clear human approval step.
Updated
What ChatGPT can do in a formation workflow
A model cannot create a legal entity merely by writing a plan or drafting a name. The useful workflow begins when ChatGPT connects to an MCP server that exposes specific tools. Lovie MCP can collect the intended entity type, formation state, founder information, company name, and registered-agent requirements, then carry that structured record into the filing flow.
This distinction matters for founders who already work in ChatGPT. The conversation can organize decisions and surface missing inputs, while the filing service remains responsible for preparing the state submission. The founder reviews the record, confirms the state fee and Lovie charge, and authorizes the action rather than granting a model unrestricted authority.
ChatGPT-to-formation workflow
| Stage | Action | What happens |
|---|---|---|
| 1. Connect | Add Lovie MCP | Authenticate the Lovie connection from the supported ChatGPT developer workflow. |
| 2. Describe | Provide the formation brief | State the entity, jurisdiction, owners, business purpose, and contact details in plain language. |
| 3. Review | Check the structured record | Confirm spelling, ownership, registered-agent coverage, and the itemized filing cost. |
| 4. Approve | Authorize submission | Complete the human-controlled payment and filing step, then monitor status through Lovie. |
Keep legal and payment decisions human-controlled
OpenAI's MCP guidance recommends keeping approval enabled for tools that modify data or take consequential actions. Company formation includes legal representations, payment, signatures, ownership details, and tax identifiers, so those checkpoints should remain visible and deliberate.
After the state accepts the filing, the workflow moves to registered-agent coverage, formation documents, and EIN coordination. Timing depends on the jurisdiction and agency; the page therefore avoids promising an instant approval date. Lovie is a technology platform, not a law firm, and this workflow does not replace legal or tax advice.
- ChatGPT can organize information and call an approved tool; it is not the filing authority.
- The founder reviews ownership, state, entity type, and fees before submission.
- Government processing and EIN timing remain controlled by the relevant agency.
Protocol and product references
- OpenAI: Building MCP servers: MCP connections, tool approvals, authentication, and safety guidance.
- Model Context Protocol: Introduction: The open standard connecting AI applications to external tools and workflows.
- Lovie Company Formation MCP: Current Lovie installation, supported tools, pricing, and sign-in path.
Prepare in your AI client. Approve in Lovie.
Formation is $29 one-time. State filing fees are separate, and registered-agent service is $79/year ($49/year in Wyoming).
Start your formation — $29 one-time