N3MemoryCore Lite (Working Memory) runs on your own machine — the client starts it, so there is no endpoint to ping. 105 installs a week from pypi. Last commit 1 Jun 2026.
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
Today is the operative word: we check N3MemoryCore Lite (Working Memory) every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add n3mc-workingmemory -- uvx n3memorycore-mcp-lite
{
"mcpServers": {
"n3mc-workingmemory": {
"command": "uvx",
"args": [
"n3memorycore-mcp-lite"
]
}
}
}
[mcp_servers.n3mc-workingmemory]
command = "uvx"
args = ["n3memorycore-mcp-lite"]
{
"mcpServers": {
"n3mc-workingmemory": {
"command": "uvx",
"args": [
"n3memorycore-mcp-lite"
]
}
}
}
{
"servers": {
"n3mc-workingmemory": {
"type": "stdio",
"command": "uvx",
"args": [
"n3memorycore-mcp-lite"
]
}
}
}
Semantic document memory using Redis vector store. Save and recall files with natural language.
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
100% In-Process Bare-Metal Hybrid Memory Engine & MCP Server for LLMs (SQLite + Int8 Vectors).
Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
75 paid agent tools: website audits and research; BM25, MiniLM vector and hybrid discovery are free.
Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
Memory, reflection and safety for AI agents. Hosted or local, no vector database.
Answers built from our own checks of this server.