mnemory

ai-agentStable

A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.

Stars

182

Δ stars 7d

+10

Δ stars 30d

Forks

13

Contributors

3

npm DL / wk

PyPI DL / wk

Language

Python

Last push

2026-06-09

About mnemory

Give your AI agents persistent memory. mnemory is a self-hosted MCP server that adds personalization and long-term memory to any AI assistant — Claude Code, ChatGPT, Open WebUI, Cursor, or any MCP-compatible client. mnemory needs an OpenAI-compatible API key for LLM and embeddings. It picks up `OPENAI_API_KEY` from your environment automatically. That's it. mnemory starts on `http://localhost:8050/mcp`, stores data in `~/.mnemory/`.

Read the full README on GitHub →

mnemory growth signals this week

Growth score: 66/100 week of 2026-06-29

Acceleration (40%)83
Relative velocity (30%)100
Downloads (20%)0
Activity (10%)30

Signal history

WeekScoreΔ★Signal
2026-06-2966+10Stable
2026-06-1575+21Stable

mnemory alternatives

Projects in the same category, closest in size — picked by data, not opinion.

OMEGA MemoryStable183
stackwiseStable186
PayPalStable188
MegaMemoryStable176

See all ai-agent projects ranked by growth →

Frequently asked questions

Is mnemory still maintained?
Activity is low: the last push was on 2026-06-09 (31 days before our latest snapshot).
Is mnemory growing?
It is stable this week, with a growth score of 66/100. See the weekly history above.
What are the best mnemory alternatives?
Closest by category and size in our data: OMEGA Memory, stackwise, PayPal — full list with live signals above.

Topics

Agent MemoryVector Databasesmcpllmmemoryagent-memoryai-agentssemantic-memoryvector-searchagents-memorypersonalization

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Tracked since 2026-06-17 · data as of 2026-07-10 · 1 open issues · 25 releases