Best MCP servers for team collaboration
Team collaboration runs across a handful of tools at once: the team talks in chat, writes things down in a shared workspace, tracks work in an issue tracker, and, on larger teams, manages projects and docs in a separate suite. An AI agent becomes a genuine teammate when it can reach all of those, so it can answer from the docs, file and update issues, summarize a discussion, and keep everyone's record consistent. The servers below cover real-time messaging, a shared knowledge workspace, engineering issue tracking, and the Jira and Confluence side of project work. Install the ones that match the tools your team already lives in. Each ships a verified, current install config.
Slack
korotovsky (community)
Community Slack MCP server with smart history, DMs, and search that needs no workspace bot install.
A capable Slack server lets the agent search history, read channels, and post messages, so it can pull the context of a decision out of past threads and report back into the channels where the team actually coordinates.
Notion
Notion
Notion's hosted MCP server lets agents search, read, and write across your workspace over OAuth.
Notion's hosted server lets the agent search, read, and write across the workspace over OAuth, turning the team's shared docs, wikis, and databases into something the agent can both answer from and keep up to date.
Linear
Linear
Linear's official remote MCP server lets agents create, search, and update issues and projects.
Linear's official server lets the agent create, search, and update issues and projects and move them through workflow states, so the team's planning and tracking stay in sync with the work the agent helps drive.
Atlassian (Jira & Confluence)
Atlassian
Atlassian's official remote MCP server for Jira and Confluence: read, search, create, and update issues and pages.
Atlassian's official server connects the agent to Jira and Confluence, reading and searching issues with JQL, creating and editing them, and working with Confluence pages, the right pick for teams whose collaboration lives in the Atlassian suite.