Use Google Docs with AI via MCP
Concepts, minutes and proposals are written straight in the browser by many teams – and tend to stay there. Google Docs can be connected through a Google-operated MCP server that is currently available as a developer preview. Sign-in inside CompanyGPT happens via OAuth with a client ID belonging to your company.
What is Google Docs?
Google Docs is the word processor in Google Workspace. It was built for simultaneous work from the ground up: several people write in the same document, leave comments, suggest edits and fall back on a complete version history when needed. The documents themselves live in Google Drive and follow its sharing model.
For AI agents, Docs is less a database than a workshop. Both directions matter: reading existing documents as context – a set of minutes or a specification, say – and turning results from a chat straight into a structured document instead of copying them over by hand.
Connection at a Glance
- MCP server
- Official (Google), remote – developer preview
- Endpoint
- docsmcp.googleapis.com/mcp/v1
- Transport
- Streamable HTTP
- Authentication
- OAuth 2.0 with the company's own client ID
- Operating model
- SaaS (Google Workspace)
- Permissions
- Document sharing from Google Drive applies unchanged
How to Connect Google Docs to CompanyGPT
Google provides the MCP endpoint docsmcp.googleapis.com/mcp/v1 for Docs, reachable via streamable HTTP. The server runs at Google itself and is currently classified as a developer preview. It is usable, but not yet generally available; the tools it exposes may still change before release.
Authorization uses OAuth 2.0 with your own client ID, created by your company in its own Google Cloud project. Sign-in is per user: an agent can open exactly the documents the respective account has access to in Drive. Whether it may only read or also write is your decision, made per agent in CompanyGPT.
Because Docs files live in Drive, the two integrations complement each other: Drive is for finding, Docs is for working on the individual document. Which roles and groups may use the integration is defined by your administrators in CompanyGPT.
Typical Use Cases
How AI agents in CompanyGPT work with Google Docs
Condense minutes
A long set of meeting minutes becomes a short version listing decisions, open items and owners – written straight into a new document if wanted.
Draft proposals
Sales has a proposal structure created along a proven pattern and filled with the key data of the deal; the detailed wording is then refined in the document.
Compare documents
Two versions of a policy are contrasted in substance so the business unit can see what actually changed between revisions.
Frequently Asked Questions
Google Docs and AI – the most important answers
Is there an official MCP server for Google Docs?
Yes. Google operates it at docsmcp.googleapis.com/mcp/v1 using streamable HTTP. The server is part of the Google Workspace MCP family and is currently classified as a developer preview.
Can the AI modify documents?
That depends on which tools you enable. In CompanyGPT you define per agent whether access is read-only or write actions are allowed. The Docs version history is preserved either way.
Do we also need the Drive integration?
Not strictly, but the combination makes sense: Drive lets the agent find the right document, Docs lets it work with the content.
How long will the preview status last?
The timing of general availability is Google's decision. We track the status and agree with you when a rollout beyond the pilot group makes sense.
Where is the document content processed?
CompanyGPT runs in your own cloud tenant and calls the Google endpoint directly. Content is used to answer the request at hand; your data is not used to train language models.
Related Integrations
Google Workspace & Google Cloud
Google Docs and Your AI – GDPR-Compliant with CompanyGPT
CompanyGPT is the enterprise AI assistant in your own cloud tenant: all relevant AI models, your company data and integrations like Google Docs – centrally managed, with roles and permissions. We set up the connection together with you.
Google Docs is a trademark of its respective owner (Google). Its mention describes compatibility and does not imply any partnership or endorsement. Availability and scope of the connection depend on the respective vendor.