Agentkits Memory vs Passbaton

In-depth architectural comparison of the Agentkits Memory and Passbaton MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Agentkits Memory when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: SQLite-backed local persistence, FTS5 and vector semantic search, Automatic session and tool-usage capture.

Explore Agentkits Memory Details

Choose Passbaton when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: Automatic lifecycle-hook context injection, Local SQLite session and memory storage, FTS5 and local semantic search.

Explore Passbaton Details

Feature & Specification Comparison

Specification	Agentkits Memory aitytech Knowledge & Memory	Passbaton leesgit Knowledge & Memory
Summary	Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer. SQLite-based with no daemon process — works with Claude Code, Cursor, Windsurf, and any MCP client.	Zero-config session continuity for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing one local db. Auto context injection on start, compaction handover, and 24 tools for memory, tasks, solutions, and a knowledge graph. Multilingual semantic search (94+ languages), 100% local, $0 API cost. npm i -g passbaton
Category & Scope

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "aitytech-agentkits-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@aitytech/agentkits-memory"
      ]
    }
  }
}

{
  "mcpServers": {
    "leesgit-passbaton": {
      "command": "npx",
      "args": [
        "-y",
        "passbaton-hooks"
      ]
    }
  }
}

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