ai-memory
Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across sessions using PostgreSQL with pgvector for vector similarity search, featuring intelligent caching, multi-user support, memory relationships, automatic clustering, and background job processing for persistent AI memory and knowledge management systems.
- Score
- 83.1452 signals
- Evidence
- 48 stars · 5 forks
- Last commit
- as last read from GitHub; most reads are from 2 Sep 2026 or later
- Listed
Install
armory install ai-memory --cli claudemerges a server entry into.mcp.jsonListed as compatible
{
"mcpServers": {
"ai-memory": {
"command": "npx",
"args": [
"-y",
"mcp-ai-memory"
]
}
}
}↳ Restart Claude Code to load the MCP server.
Needs the armory CLI · not on npm yet, build it from cli/ in the repository
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What it is
MCP server AI Memory, catalogued on PulseMCP. Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across sessions using PostgreSQL with pgvector for vector similarity search, featuring intelligent caching, multi-user support, memory relationships, automatic clustering, and background job processing for persistent AI memory and knowledge management systems.
When to use it
Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across sessions using PostgreSQL with pgvector for vector similarity search, featuring intelligent caching, multi-user support, memory relationships, automatic clustering, and background job processing for persistent AI memory and knowledge management systems.
How to install / invoke
npx -y mcp-ai-memory
Notes
Listed from the PulseMCP registry. The registry does not state a license. Check it before production use.