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  1. Home
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  3. Simplemem
  4. vs Shodh Memory
Side-by-Side Model Context Protocol Comparison

Simplemem vs Shodh Memory

In-depth architectural comparison of the Simplemem and Shodh Memory 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

Simplemem
Knowledge & Memory · Local stdio
Quality: 39/100 (Fair) | Auth: No auth required
Shodh Memory
Knowledge & Memory · Local stdio
Quality: 69/100 (Great) | Auth: No auth required
Verdict Summary: Choose Simplemem if you need specialized Knowledge & Memory tools running via a local process. Choose Shodh Memory 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?

Simplemem logo

Choose Simplemem 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: create_memory, read_memory, update_memory.
Explore Simplemem Details
Shodh Memory logo

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

Feature & Specification Comparison

Specification
Simplemem logo
Simplemem
jcdickinson
Knowledge & Memory
Shodh Memory logo
Shodh Memory
varun29ankuS
Knowledge & Memory
SummaryA simple memory tool for coding agents using DuckDB and VoyageAI.Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single 15MB binary, runs offline on edge devices.
Category & ScopeKnowledge & Memory

Tools & Capabilities Breakdown

Simplemem Tools (7)

create_memory
read_memory
update_memory
delete_memory
search_memories
get_backlinks
change_tag

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.

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).

Simplemem Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "jcdickinson-simplemem": {
      "command": "npx",
      "args": [
        "-y",
        "jcdickinson-simplemem"
      ]
    }
  }
}
Shodh Memory Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "varun29ankus-shodh-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@shodh/memory-mcp"
      ]
    }
  }
}

Frequently Asked Questions

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

More alternatives to SimplememMore alternatives to Shodh MemoryKnowledge & Memory category hub

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Popular comparisons with Shodh Memory

Knowledge & Memory
Quality signal39/100 (Fair)69/100 (Great)
Transport ProtocolLocal Subprocess (stdio)Local Subprocess (stdio)
Auth RequirementNo auth requiredNo auth required
Pricing ModelFree / Open SourceFree / Open Source
Required Env VarsNone requiredNone required
Compatible Clients
Claude DesktopCursorWindsurfClineVS Code
Claude DesktopCursorWindsurfClineVS Code
Install path signalnpx · lownpx · high
Engagement & Health 2 views 0 copies 0 upvotes 1 stars 4 views 0 copies 0 upvotes 284 stars
Verified / OfficialCommunity ListingCommunity Listing
Open full listingView Simplemem ListingView Shodh Memory Listing
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.
list_memories
List all stored memories
forget
Delete a specific memory by ID
memory_stats
Get statistics about stored memories
verify_index
Verify vector index integrity - diagnose orphaned memories that are stored but not searchable. Returns health status and count of orphaned memories.
repair_index
Repair vector index by re-indexing orphaned memories. Use this when verify_index shows unhealthy status. Returns count of repaired memories.
backup_create
Create a backup of all memories. Returns backup metadata including ID, size, and checksum. Backups are stored locally and can be restored later.
backup_list
List all available backups for this user. Returns backup history with IDs, timestamps, and sizes.
backup_verify
Verify backup integrity using SHA-256 checksum. Use to check if a backup is corrupted before restoring.
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