TeamMemory
Quality Score
82
/100
Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.
§01 Install
Claude Desktop (uvx)
{
"mcpServers": {
"team-memory": {
"command": "uvx",
"args": [
"team_memory"
],
"env": {
"DATABASE_URL": "<your-database_url>",
"TEAM_MEMORY_CONFIG": "<team_memory_config>"
}
}
}
}§02 Environment variables
DATABASE_URLrequiredsecret
PostgreSQL connection string (with pgvector extension)
TEAM_MEMORY_CONFIGPath to config.yaml (optional)
§03 MCP Quality Score · methodology
freshness
22
completeness
15
installability
25
documentation
15
stability
5
§04 Alternatives in Memory & RAG
DoneThat
ai.donethat/donethat
Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.
Fodda Knowledge Graphs
ai.fodda/mcp-server
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.
ai.meminal/meminal
ai.meminal/meminal
Memory for deep conversational context across any platform