mnemory

About mnemory

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. Plug and play. Connect mnemory and your agent immediately starts remembering user preferences, facts, decisions, and context across conversations. No system prompt changes needed. Self-hosted and secure. Your data stays on your infrastructure. No cloud dependencies, no third-party access to your memories. Intelligent.

agent-memory agents-memory ai ai-agents llm mcp memory personalization semantic-memory vector-search

Quick Facts

Stars	148
Forks	12
Language	Python
Category	MCP Server
Quality Score	61.420504439387/100
Last Updated	2026-06-09
Created	2026-02-16
Platforms	mcp, python
Est. Tokens	~281k

Compatible Skills

These tools work well together with mnemory for enhanced workflows:

Deus — semantic(0.31)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
vektori — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
Mimir — semantic(0.37)+complementary+same_lang+similar_pop+shared_platform (58%)
mnemo-cortex — semantic(0.36)+complementary+same_lang+similar_pop+shared_platform (58%)
honcho — semantic(0.37)+complementary+rare_topics+same_lang+shared_platform (57%)

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Frequently Asked Questions

What is mnemory?

mnemory is 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.. It is categorized as a MCP Server with 148 GitHub stars.

What programming language is mnemory written in?

mnemory is primarily written in Python. It covers topics such as agent-memory, agents-memory, ai.

How do I install or use mnemory?

You can find installation instructions and usage details in the mnemory GitHub repository at github.com/fpytloun/mnemory. The project has 148 stars and 12 forks, indicating an active community.

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