Productivity · Local MCP server
TeamMemory
Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.
What the MCP Registry states
The entry as published to the official MCP Registry (read 2026-10-04), latest version.
- Registry name
io.github.ysydhc/team-memory- Version
- 0.1.2
- Status
- Active
- Category
- productivity
- Transport
- stdio (local process)
- Package
- PyPI
- Published
- 2026-02-26
- Updated
- 2026-02-26
- Publisher
- ysydhc (GitHub)
- Repository
- github.com/ysydhc/team_memory
- Source
- Registry API entry
Packages
| Registry | Package | Version | Transport |
|---|---|---|---|
| PyPI | team_memory | 0.1.2 | stdio |
How to connect TeamMemory
TeamMemory runs locally from a Python package published to PyPI: team_memory version 0.1.2. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx team_memory. It reads these environment variables: DATABASE_URL (required, secret) and TEAM_MEMORY_CONFIG; set them in the client's configuration for this server.
In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):
{
"mcpServers": {
"team-memory": {
"command": "uvx",
"args": [
"team_memory"
],
"env": {
"DATABASE_URL": "<secret>",
"TEAM_MEMORY_CONFIG": "<value>"
}
}
}
}Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect
More productivity servers
| Server | Runs |
|---|---|
| taskive.aiAI-native project management + agent memory: tasks, sprints, risk, burnout, knowledge search. | Remote · HTTP |
| TasklixThe shared task board your autonomous agent fleet can read and write. | Remote · HTTP |
| TaskswarmWraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination. | Local · stdio |
| Taskwarrior MCPMCP server wrapping the Taskwarrior CLI for structured, project-scoped task management. | Local · stdio |
| TeamsCollaborate, chat, and manage meetings in Microsoft Teams. | Remote · HTTP, SSE |
| TeamShiftRead your TeamShift team, tasks and memory via OAuth, or use workspace tools with an API key. | Remote · HTTP |
| TEAMWARS EsportsFPS esports data for AI: Valorant player stats, teams, tournaments, prizes from TEAMWARS. CS2 next. | Remote · HTTP |
| TeamworkAI-first project management: plan epics, assign prioritized tasks, track team time. | Remote · HTTP |