MWS TeamStream MCP server

TeamStream MCP

MWS TeamStream's official MCP: an agent finds recordings by meaning and reads transcripts and summaries right from AI tools

MCP serverOfficialEditors’ pick

Extended access

Why this level

  • The key grants access to the company's internal meeting recordings and workspaces
  • The server only reads the video library, it does not publish or delete recordings
All reasons and checks
Russian stack

habr.com/ru/companies/ru_mts/articles/1079476

Install

Services

In your terminal, with SkillFoxx CLI

npx skillfoxx add mcp/teamstream-mcp

Detects the agents on your machine, shows the access level and pins the version.

Other ways to install

Access and checks

How we review

Extended accessThe tool runs code or makes network calls and only reads external data.

  • The key grants access to the company's internal meeting recordings and workspaces
  • The server only reads the video library, it does not publish or delete recordings

This is third-party code. Review the repository files before installing.

What it does

The server gives AI assistants direct access to the MWS TeamStream video library and workspaces. An agent can find recordings by natural-language description, get transcripts and summaries, read metadata such as author, date and duration, and check view analytics. In effect the video library becomes a knowledge base you can query straight from an IDE or an agent chat, without watching the recordings by hand.

Who it is for. For teams that record meetings and training videos in MWS TeamStream and want to find the moments they need through an agent instead of rewatching recordings.

Good fit when

  • You need to find a specific recording or moment in it by meaning rather than by title
  • You need a short recap of a long meeting or a series of videos
  • You need view analytics on the video library for a report

Not a fit when

  • You have no TeamStream account or workspace access: without it the server will not connect
  • Your MCP client cannot reach a remote HTTP server directly: Claude Desktop needs the mcp-remote wrapper

Example request

Find last week's feature launch call in TeamStream and summarize what was decided

MCP

Transport
http
Authentication
API key

Environment variables

TEAMSTREAM_TOKEN required, secret
TeamStream MCP key in the mcp_sk_live format, issued in the service settings

Limitations

Official materials do not disclose the full tool list and parameters, only the scenarios are documented: search, transcripts, summaries, metadata, analytics. The MCP key is created in TeamStream settings and must stay in the active status, a revoked key stops working immediately. Claude Desktop cannot connect to the remote server directly, it needs the mcp-remote intermediary process.

How to disable. Revoke the MCP key in MWS TeamStream settings and remove the server from your MCP client configuration.

FAQ

Which AI tools are supported?

Official examples show Cursor directly and Claude Desktop through the mcp-remote wrapper, the docs also mention compatibility with Qwen.

What if the key does not work?

Check that it is in the active status: the server immediately stops accepting a revoked key.

How is the MWS TeamStream MCP different from searching the video library in the service itself?

The official server gives AI assistants direct access to the MWS TeamStream video library and workspaces. The agent finds recordings by a natural-language description and gets transcripts and short summaries.

Which AI tools are supported and what if the key does not work?

It connects to Cursor, Claude Desktop and Claude Code over HTTP, the address is in the install block. If the key is rejected, create a new one in TeamStream settings and make sure it is pasted without spaces into the right config field.

Discussion

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README in short

MWS's Habr article and MTS support docs describe TeamStream MCP as a way to work with the video library from familiar AI tools: address https://mcp.teamstream.mws.ru/, Bearer-token authorization in the mcp_sk_live format issued in the TeamStream account. They show configuration examples for Cursor directly and for Claude Desktop through mcp-remote. Listed usage scenarios include finding video by meaning, getting transcripts and summaries, working with metadata, and view analytics.

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