Aitytech Agentkits Memory
- 64 repo stars
- Updated February 27, 2026
- aitytech/agentkits-memory
aitytech-agentkits-memory is a Claude Code plugin that adds MCP-based persistent memory for coding assistants across sessions.
About
aitytech-agentkits-memory is a Claude Code–compatible plugin built around AgentKits Memory, a persistent memory layer exposed through MCP. developers lose hours re-explaining stack choices, past bugs, and naming conventions every session; this system is meant to capture decisions, error resolutions, and recurring patterns so the next chat starts with institutional memory instead of a blank slate. Because it works across Claude Code, Cursor, Copilot, Windsurf, and Cline, it fits teams that mix agents but want one memory substrate. Setup typically involves running the MCP server and pointing your editor or Claude Code at it. It complements task skills and harnesses: it does not replace planning or security plugins, but reduces repeated context tax across Idea through Operate work.
- MCP persistent memory system for AI coding assistants
- Stores context, decisions, errors, and patterns across sessions
- Advertised compatibility with Claude Code, Cursor, Copilot, Windsurf, and Cline
- Single-plugin bundle from aitytech/agentkits-memory
- GitHub repo with 56 stars in productivity category
Aitytech Agentkits Memory by the numbers
- Data as of Jul 10, 2026 (Skillselion catalog sync)
/plugin install aitytech-agentkits-memory@aitytech/agentkits-memoryAdd your badge
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| repo stars | ★ 64 |
|---|---|
| Last updated | February 27, 2026 |
| Repository | aitytech/agentkits-memory ↗ |
What it does
Connect AgentKits Memory via MCP so coding assistants retain decisions, patterns, and errors across Claude Code, Cursor, and Windsurf sessions.
Who is it for?
Best when you use Claude Code or Cursor and run long projects and want durable, searchable memory without manually pasting context each time.
Skip if: One-off scripts with no continuity needs, or teams that forbid local memory stores for compliance reasons without reviewing the plugin’s data handling.
What you get
After wiring AgentKits Memory, assistants can recall stored decisions, patterns, and errors via MCP so multi-day builds stay continuous across tools and sessions.
- Running AgentKits Memory MCP integration
- Retained decisions, patterns, and error notes across sessions
- Shared memory surface usable across listed coding assistants
By the numbers
- Plugin count: 1
- GitHub stars: 56 on aitytech/agentkits-memory
- Repository: aitytech/agentkits-memory
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MCP persistent memory server for assistants, not a multi-plugin security marketplace or a PACT-style orchestration harness.
FAQ
Who is Aitytech Agentkits Memory for?
Developers and small teams who use multiple AI coding assistants and need shared persistent memory for context, decisions, and error history.
When should I use Aitytech Agentkits Memory?
Use it from early Build onward whenever you iterate across days or tools and want agents to remember patterns and past fixes instead of re-discovering them.
How do I add Aitytech Agentkits Memory to my agent?
Install the aitytech/agentkits-memory plugin, run or configure the AgentKits Memory MCP server per repo instructions, and register the MCP endpoint in Claude Code or your editor.