Skip to content
97.5% of teams see value from GC AI before month oneSee how

GC AI MCP

Use GC AI from ChatGPT, Claude and Cursor.

The GC AI MCP server lets an AI assistant work directly in your GC AI account. Connect it once, and the assistant can search your files, run playbooks, ask legal questions grounded in your files, and organize projects and skills, all as you.

Connect the MCP serverRead the API docs

What the assistant can do

Ask GC AI

Ask a legal question or run a task grounded in your files, playbooks and skills, then save the chat into your GC AI history.

Files

Upload documents, wait for them to finish processing, and search across everything you can access.

Projects

Create and update projects, and attach or detach files to group work around a matter.

Playbooks

List, create and update review playbooks, and run one against uploaded files to get structured check results.

Skills

List, create and update reusable instructions the assistant can apply on demand.

Every tool

20 tools in all, each with its inputs and outputs documented.

Learn more

Connect in a few minutes

ChatGPT

In a plan that supports connectors, add a new connector with the URL https://app.gc.ai/api/mcp, sign in to GC AI, then enable the tools you want.

Learn more

Claude

Open Customize, then Connectors, and search the connectors directory for GC AI. Or add a custom connector pointing at https://app.gc.ai/api/mcp.

Learn more

Cursor

Add a server named gc-ai with the URL https://app.gc.ai/api/mcp to your MCP configuration. Cursor opens the GC AI sign-in on first use.

Learn more

Any MCP client

Any client that supports remote servers over HTTP with OAuth can connect to https://app.gc.ai/api/mcp. There is no API key: you sign in to GC AI and every request runs as you.

Learn more

Common questions

What is the GC AI MCP server?
MCP (the Model Context Protocol) is the open standard that hosts like ChatGPT, Claude and Cursor use to call external tools. The GC AI MCP server implements it at https://app.gc.ai/api/mcp, so an assistant in any of those hosts can work in your GC AI account. The MCP tools surface map lists all 20 tools.
Do I need an API key?
No. The server signs you in with your GC AI account through a standard OAuth flow. Requests run as you, so the assistant sees exactly what you can see in GC AI and nothing more.
Does my organization need to turn it on?
Yes. The MCP server is off by default, and an org admin turns it on under Settings, API. You can add the server before that; its tools tell you to ask your admin until it is on.
Is the MCP server in beta?
Yes. The MCP server is in public beta. It is open to use and still being refined, so tools and behavior may change.
Should I use the MCP server or the REST API?
Use MCP when an AI agent does the work. For a backend integration or script, use the GC AI REST API instead. The two cover the same ground.
Is there a separate MCP server for the docs?
Yes. The docs MCP server is a read-only server with no sign-in that searches the GC AI documentation. Use it to help an agent build an integration; use https://app.gc.ai/api/mcp to work in your account.
Where is the Claude plugin?
The GC AI plugin for Claude bundles the MCP connection with skills for asking GC AI, organizing a matter and reviewing a document. Find it, and GC AI's other public repositories, on GitHub.

Put GC AI in the assistant you already use.

Connect the MCP server, or start a free GC AI account first.

Connect the MCP serverTry for Free