What is the key difference between Shodh Memory and Memkin?

Shodh Memory belongs to the Knowledge & Memory category with local stdio execution, while Memkin belongs to the Knowledge & Memory category with local stdio execution.

How do I install Shodh Memory or Memkin in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Shodh Memory and Memkin free or paid?

Shodh Memory operates under a Free / Open Source model (No auth required). Memkin operates under a BYOK (Pay Provider Direct) model (API Key required).

Which MCP server has more tools and community activity?

Shodh Memory lists 38 tools with 4 views and 284 GitHub stars. Memkin lists 6 tools with 6 views and 5 GitHub stars.

Can I use both Shodh Memory and Memkin together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Shodh Memory vs Memkin

In-depth architectural comparison of the Shodh Memory and Memkin 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.

At a Glance & Executive Verdict

Shodh Memory

Knowledge & Memory · Local stdio

Quality: 69/100 (Great) | Auth: No auth required

Memkin

Knowledge & Memory · Local stdio

Quality: 56/100 (Good) | Auth: API Key required

Verdict Summary: Choose Shodh Memory if you need specialized Knowledge & Memory tools running via a local process. Choose Memkin if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Shodh 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: remember, recall, recall_by_tags.

Explore Shodh Memory Details

Choose Memkin when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
Primary tools included: Feishu/Lark data collection, AI coding session ingestion, Local entity knowledge graph.

Explore Memkin Details

Feature & Specification Comparison

Specification	Shodh Memory varun29ankuS Knowledge & Memory	Memkin AndreLYL Knowledge & Memory
Summary	Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single 15MB binary, runs offline on edge devices.	Local-first personal memory for AI agents. Ingests Feishu/Lark chats and Claude Code / Codex sessions, distills them into a private entity knowledge graph (people, projects, decisions, tasks), and serves it to any agent over MCP — read and write. npx memkin
Category & Scope

Tools & Capabilities Breakdown

Shodh Memory Tools (38)

remember

Store a memory for future recall. Use this to remember important information, decisions, user preferences, project context, or anything you want to recall later.

recall

Search memories AND todos using semantic similarity. Returns both relevant memories and matching todos. Use this to find past experiences, decisions, context, or pending work. Modes: 'semantic' (vector similarity), 'associative' (graph traversal), 'temporal' (time-based retrieval), 'hybrid' (combined), 'spatial' (geo-location based), 'mission' (mission context), 'action_outcome' (reward-based learning).

recall_by_tags

Find memories by tags. Returns memories matching ANY of the provided tags. Useful for finding memories by category (e.g., 'tool:Edit', 'file:src/main.rs', 'source:hook', 'error', 'session-summary').

context_summary

Get a condensed summary of recent learnings, decisions, and context. Use this at the start of a session to quickly understand what you've learned before.

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).

Shodh Memory Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "varun29ankus-shodh-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@shodh/memory-mcp"
      ]
    }
  }
}

Memkin Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "andrelyl-memkin": {
      "command": "npx",
      "args": [
        "-y",
        "memkin"
      ]
    }
  }
}

Frequently Asked Questions

Shodh Memory is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Memkin belongs to Knowledge & Memory using local stdio subprocess. Select Shodh Memory when you need capabilities focused on knowledge & memory and Memkin when you require tools for knowledge & memory.

More alternatives to Shodh Memory More alternatives to Memkin Knowledge & Memory category hub Canonical compare URL