ukkit/memcord

Overview

A privacy-first MCP server for AI memory management. It saves, searches, and organizes chat history with intelligent summarization. Built in Python, it runs as a local server to keep data private.

Best for

Best for
Developers building privacy-conscious AI agents that need persistent memory

Use cases

• Persist chat history for AI assistants
• Search past conversations by keyword or context
• Summarize long chat logs into concise notes

How to use

Install

curl -fsSL https://github.com/ukkit/memcord/raw/main/install.sh | bash

Tools exposed

• uv
• memcord_init
• memcord_save
• memcord_save_progress
• memcord_read
• memcord_select_entry
• memcord_list
• memcord_search
• memcord_query
• memcord_zero
• memcord_name
• memcord_configure

Tested with

Claude Code, Claude Desktop, VSCode, Google Antigravity

Notes

A privacy-first MCP server for AI memory management. It saves, searches, and organizes chat history with intelligent summarization. Built in Python, it runs as a local server to keep data private.

66 stars on GitHub. Last updated 2026-05-18. Licensed MIT.

Use cases

• Persist chat history for AI assistants
• Search past conversations by keyword or context
• Summarize long chat logs into concise notes

Pros

• Privacy-first design keeps data on your own infrastructure
• Open source Python codebase easy to inspect and extend
• Intelligent summarization reduces storage and retrieval overhead

Cons

• Relatively new project with limited community adoption (66 stars)
• Requires Python environment and MCP client setup
• No built-in cloud sync or multi-device support

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.