Best MCP servers for team chat

Team chat is where work actually happens: decisions get made in a thread, context lives in a channel, and the answer to half your questions is buried in a message someone sent last Tuesday. An agent connected to your chat platform can read those conversations, post updates, and respond in context, turning the place your team already talks into a surface the agent can both listen to and act on. The right server depends on where your team lives, a workplace messaging suite, a community-oriented platform, a lightweight bot-friendly app, or a self-hostable open alternative. The recurring need is the same: let the agent read and send messages where the team works. The servers below cover the common shapes, each a real MCP server with a verified, current install config.

Top pick

Slack

korotovsky (community)

Community

Community Slack MCP server with smart history, DMs, and search that needs no workspace bot install.

productivity1,637

Slack's server lets an agent read channels and threads, search history, and post messages, the default for teams whose work and decisions live in Slack.

Pick 2

Discord MCP

barryyip0625

Community

Maintained community MCP server that lets an agent run a Discord bot: messages, channels, forums, roles, and webhooks.

communication

Discord's server lets an agent read and send messages across servers and channels, ideal for communities and teams that run on Discord.

Pick 3

Telegram

chigwell (Eugene Evstafev)

Community

A maintained Telegram MCP server powered by Telethon: read chats, manage groups and contacts, and send or modify messages, media, and more from your agent.

communication1,200

Telegram's server lets an agent send and receive messages through its bot platform, a lightweight option for notifications and conversational interfaces.

Pick 4

Mattermost

cloud.ru (community)

Community

A maintained MCP server for Mattermost that lets agents work with channels, messages, threads, reactions, users, teams, and files.

communication30

Mattermost's server connects an agent to a self-hostable, open-source chat platform, the right pick for teams that need their messaging on their own infrastructure.

Pick 5

Rocket.Chat

enyonee

Community

Community MCP server for Rocket.Chat: read and post messages, manage threads, DMs, files, reactions, and pins across your team chat.

communication1

Rocket.Chat's server gives an agent access to another open, self-hostable team chat platform, useful for organizations with data-residency or customization requirements.