Google Analytics MCP: Official, Local, and Read-Only
Google's official Google Analytics MCP server runs locally and reads GA4 data only. Here's what it does, how to set it up, and where it stops.
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Google Docs MCP: Official, but Developer Preview Only
Google's official Docs MCP server is a developer-preview feature that needs a Google Cloud project, not a toggle. Here's the honest picture.
Google Drive MCP: Official, but Still in Preview
Google's official Drive MCP server is real but sits behind a developer preview and extra setup. What it does, how to connect it, and where it stops.
Google Sheets MCP: Connect Google Sheets to AI in 2026
Google ships no official Sheets MCP server — its MCP work covers Cloud services, not the Workspace apps. The real landscape and how to connect Sheets to AI.
HubSpot MCP: Two Official Servers and Their Limits
HubSpot ships two official MCP servers: one for your CRM records, one for developers. What each reads and writes, how to connect them, and where they stop.
Intercom MCP: The Official Server's 13 Tools
Intercom's official MCP server at mcp.intercom.com has 13 mostly read-only tools. Here's what it does, how to connect it, and where it stops.
Klaviyo MCP: Official Server, Generally Available
Klaviyo's official MCP server at mcp.klaviyo.com is generally available and reads and writes campaigns, flows, and profiles. Setup and limits explained.
LinkedIn MCP: No Official Server, Here's What Exists
LinkedIn has no official MCP server, only community projects that ride your own browser session. What they can and can't do, and the limits worth knowing.
Meta Ads MCP: Meta's Official Server, 29 Tools
Meta shipped an official Meta Ads MCP server in April 2026: 29 tools, Meta Business OAuth, free during open beta. Here's what it does and where it stops.
Microsoft 365 Copilot + Asana: What the Integration Can (and Can't) Do in 2026
Microsoft's official Asana Copilot connector is read-only grounding; turning Copilot conversations into Asana tasks runs through the separate Asana agent in the Agent Store.
Microsoft 365 Copilot + Box: What the Integration Can (and Can't) Do in 2026
Box ships two official Microsoft 365 Copilot integrations — the Box AI Agent and the Box Connector for Microsoft Graph — but both are read-only grounding, with no write-back and no triggers.
Microsoft 365 Copilot + Confluence: What the Integration Can (and Can't) Do in 2026
Microsoft's official Confluence Cloud Copilot connector is read-only grounding — it indexes pages, blogs, and attachments into Microsoft Search but never writes back to Confluence.
Microsoft 365 Copilot + Google Drive: What the Integration Can (and Can't) Do in 2026
Microsoft's official Google Drive Copilot connector is read-only — it indexes Drive files for grounding and search but can't write anything back to Drive.
Microsoft 365 Copilot + HubSpot: What the Integration Can (and Can't) Do in 2026
Both official paths — Microsoft's HubSpot federated Copilot connector and HubSpot's own Agent for Copilot — are read-only; neither can create or edit HubSpot records.
Microsoft 365 Copilot + Notion: What the Integration Can (and Can't) Do in 2026
Microsoft ships an official Notion federated Copilot connector built on MCP, but it's read-only — it grounds answers in your Notion pages and databases live at prompt time and can't write anything back.
Microsoft 365 Copilot + Salesforce: What the Integration Can (and Can't) Do in 2026
Microsoft's official Salesforce CRM Copilot connector is read-only grounding; write-back to Salesforce only exists through the separately licensed Sales agent.
Microsoft 365 Copilot + ServiceNow: What the Integration Can (and Can't) Do in 2026
Microsoft's three official ServiceNow Copilot connectors are read-only grounding; creating or updating tickets only happens through a Copilot Studio agent you build yourself.
Microsoft 365 Copilot + Jira: What the Integration Can (and Can't) Do in 2026
Microsoft's official Jira Cloud Copilot connector is read-only grounding; writing to Jira only happens through Atlassian's Teams plugin, inside a chat you drive.
Microsoft 365 Copilot + Zendesk: What the Integration Can (and Can't) Do in 2026
Microsoft's two official Zendesk Copilot connectors are read-only grounding; the separate Zendesk-built agent can create, comment on, and resolve your own tickets — but only in a session you drive.
Miro MCP: Official Server for Reading and Building Boards
Miro's official MCP server is hosted at mcp.miro.com. What AI tools can read, search, and build on your boards, how to connect it, and where it stops.
monday.com MCP: Official and Preinstalled on Accounts
monday.com's official Platform MCP server is preinstalled, so an AI can read and write your boards, items, and updates. How to use it, and where it stops.
Notion MCP: The Official Server and How to Use It
Notion's official hosted MCP server lets an AI search, read, and write your workspace. Here's what it does, how to turn it on, and where it stops.
Outlook MCP: Official, but Gated Behind Copilot
Microsoft ships an official Outlook MCP through Work IQ Mail and Calendar, but it needs a Copilot license and IT admin setup. What it does and where it stops.
PagerDuty MCP: Official Server for Incidents and On-Call
PagerDuty maintains an official MCP server you can self-host or use hosted. What it does with incidents and on-call schedules, and where it stops.