How to Connect Google Tasks to Microsoft Copilot via MCP

💡 No install? Use cloud.anythingmcp.com directly. Sign in, click Connectors → Google Tasks, paste your credentials, mint an MCP API key and you're done. No Docker, no git clone, no local server.

Google Tasks + Microsoft Copilot

Let your AI manage Google Tasks: see your task lists and what is open or due, add tasks and subtasks with due dates, update, complete and reorder them or move them to another list. The same tasks you see in Gmail, Google Calendar and the Tasks app. Personal Google accounts and Google Workspace.

Prerequisites

See the full setup instructions baked into the connector (visible in the in-app store when you select the connector). The required environment variables for this connector are:

GOOGLE_CLIENT_ID, GOOGLE_CLIENT_SECRET

Step 1 — Get credentials

1. Open console.cloud.google.com, pick or create a project, then go to APIs & Services → Library and enable the Google Tasks API.
2. Open APIs & Services → OAuth consent screen. Choose Internal if you are on Google Workspace (the simplest option), otherwise External. For External, set the publishing status to In production: while the app is in Testing, Google revokes its refresh tokens after 7 days and the connector stops working every week. For your own account you can click through the "unverified app" warning.
3. Open APIs & Services → Credentials → Create credentials → OAuth client ID, choose the application type Web application and add the authorized redirect URI https://cloud.anythingmcp.com/api/mcp-oauth/callback. If you host AnythingMCP yourself, enter https://your-anythingmcp-host/api/mcp-oauth/callback instead.
4. Paste the client ID into GOOGLE_CLIENT_ID and the client secret into GOOGLE_CLIENT_SECRET, then install the connector.
5. On the connector page, click Authorize with Provider and sign in with the Google account whose tasks the AI should use. The refresh token is stored encrypted and access tokens are renewed automatically.

One Google client for all Google connectors: the same Cloud project and OAuth client can serve every Google connector: Gmail, Google Calendar, Google Drive, Google Sheets, Google Docs, Google Tasks, Search Console, Analytics and Ads. Enable each API in that project, reuse the same client ID and secret, and authorize each connector once. Each one asks only for its own permissions.

Good to know: these are the same tasks you see in Gmail, Google Calendar and the Google Tasks app. Google Tasks stores only the day of a due date, so a time of day cannot be set. Tasks completed in the Google apps are hidden by default, so ask for completed tasks explicitly when you need them.

Permissions: the connector asks for https://www.googleapis.com/auth/tasks: read and change your tasks and task lists.

Read-only setup: change the scope in the connector's OAuth settings to https://www.googleapis.com/auth/tasks.readonly, authorize again and disable gtasks_create_tasklist, gtasks_create_task, gtasks_update_task, gtasks_complete_task and gtasks_move_task.

Switched off at install: gtasks_delete_task. Completing a task is usually what you mean; turn deleting on only if the AI should remove tasks.

Common errors: 401 means the authorization expired or was revoked (always after 7 days while the consent screen is in Testing): click Authorize with Provider again. 403 accessNotConfigured means the Google Tasks API is not enabled in the Cloud project. 403 insufficientPermissions means the scope does not allow the call (a change on a read-only setup). 404 means the list or task id is wrong, or the task belongs to another list.

The connector does not rename or delete task lists, clear completed tasks or set up recurring tasks.

Step 2 — Install the adapter

curl -fsSL https://raw.githubusercontent.com/HelpCode-ai/anythingmcp/main/docker-compose.quickstart.yml -o docker-compose.yml
printf 'JWT_SECRET=%s\nENCRYPTION_KEY=%s\n' "$(openssl rand -hex 32)" "$(openssl rand -hex 32)" > .env
docker compose up -d

Step 3 — Add the connector in Microsoft Copilot

Your server URL: in AnythingMCP, open MCP Servers → the server this connector is on, and copy its URL (https://cloud.anythingmcp.com/mcp/…). Use it wherever this guide shows YOUR_SERVER_ID.

Microsoft Copilot uses MCP servers through agents built in Copilot Studio: you add AnythingMCP to an agent as a tool, then publish the agent to Microsoft 365 Copilot and Teams. Copilot Studio connects from Microsoft's cloud over Streamable HTTP, which AnythingMCP supports.

1. In Copilot Studio, open your agent (or create one), go to Tools and choose Add a tool → New tool → Model Context Protocol.
2. Enter a Server name (for example AnythingMCP), a Server description that says what the connector does, and the Server URL https://cloud.anythingmcp.com/mcp/YOUR_SERVER_ID. Copilot Studio uses the description to decide when to call the server.
3. Under authentication, choose API key, set Type to Header and the header name to X-API-Key, then select Create.
4. In Add tool, choose Create a new connection, paste an MCP API key from AnythingMCP (MCP Servers → your server → API keys) and select Add to agent.
5. Try it in the agent's Test pane: ask for something that needs the Google Tasks tools.
6. Select Publish, then Channels → Microsoft 365 and Microsoft Teams, keep Make agent available in Microsoft Copilot selected and choose Add channel. See agent in Teams installs it for you; in Microsoft 365 Copilot, type @ and pick the agent.

Prefer per-user sign-in? Choose OAuth 2.0 → Dynamic discovery instead of an API key: each user then signs in to AnythingMCP the first time the agent calls it.

Self-hosting? Use your instance's public HTTPS address instead of https://cloud.anythingmcp.com. Copilot Studio connects from Microsoft's cloud, so localhost does not work.

Available tools

Example prompts

• "What tasks are due this week?"
• "Add a task Send the Q3 report to My Tasks, due Friday, with subtasks for collecting the figures and writing the summary."
• "Mark the task Book flights as done."
• "Move all open tasks from the Inbox list to Project Alpha."

FAQ

Which Copilot is this for? Microsoft 365 Copilot at work, through agents built in Copilot Studio. The Microsoft Copilot app for personal accounts has no option to add your own MCP server.

What do I need? A work account with access to Copilot Studio (a license or a trial) to build the agent. People who use it in Microsoft 365 Copilot or Teams need access to the agent: share it with them, or ask an admin to publish it to the organization. If your organization applies data policies to Power Platform connectors, they cover MCP servers too.

The agent doesn't call the tools. Check that the header name is exactly X-API-Key and that the key belongs to the same MCP server as the URL, and make the server description specific: Copilot Studio uses it to decide when to call the server. Publish the agent again after each change; in an open chat, type "start over" to get the new version.

Next steps

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