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

Memory Os Cli vs Shodh Memory

In-depth architectural comparison of the Memory Os Cli 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

Memory Os Cli
Knowledge & Memory · Local stdio
Quality: 61/100 (Good) | Auth: other
Shodh Memory
Knowledge & Memory · Local stdio
Quality: 69/100 (Great) | Auth: No auth required
Verdict Summary: Choose Memory Os Cli 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?

Memory Os Cli logo

Choose Memory Os Cli when:

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer local stdio subprocess transport architecture.
  • Your security boundary fits: other (Free / Open Source).
  • Primary tools included: get_mcp_identity, remember, recall.
Explore Memory Os Cli 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
Memory Os Cli logo
Memory Os Cli
yonro
Knowledge & Memory
Shodh Memory logo
Shodh Memory
varun29ankuS
Knowledge & Memory
SummaryXMemo is user-owned memory for AI agents over a hosted Streamable HTTP MCP endpoint. Save, search, recall, and manage scoped memories across Copilot, Claude, ChatGPT, IDEs, and CLIs. https://xmemo.dev/mcpCognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single 15MB binary, runs offline on edge devices.
Category & Scope

Tools & Capabilities Breakdown

Memory Os Cli Tools (20)

get_mcp_identity
Check XMemo connection status and the connected account/agent.
remember
Save a memory so it can be recalled in future conversations.
recall
Recall the most relevant saved memories before answering.
recall_context
Read a multi-memory context pack. Requires memory:read and does not change content. Use when many memories need explicit budgets; use recall for lightweight answer or get_project_context for project snapshot. max_items/max_tokens bound rendered output.
memory_stats
Show aggregate statistics for XMemo memories.
update_memory

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).

Memory Os Cli Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "yonro-memory-os-cli": {
      "command": "npx",
      "args": [
        "-y",
        "--package",
        "@xmemo/client@latest",
        "xmemo-mcp"
      ]
    }
  }
}
Shodh Memory Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "varun29ankus-shodh-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@shodh/memory-mcp"
      ]
    }
  }
}

Frequently Asked Questions

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

More alternatives to Memory Os CliMore alternatives to Shodh MemoryKnowledge & Memory category hubCanonical compare URL

Related MCP Server Comparisons

Popular comparisons with Memory Os Cli

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Popular comparisons with Shodh Memory

Knowledge & Memory
Knowledge & Memory
Quality signal61/100 (Good)69/100 (Great)
Transport ProtocolLocal Subprocess (stdio)Local Subprocess (stdio)
Auth RequirementotherNo auth required
Pricing ModelFree / Open SourceFree / Open Source
Required Env VarsNone requiredNone required
Compatible Clients
Claude DesktopCursorWindsurfClineVS Code
Claude DesktopCursorWindsurfClineVS Code
Install path signalnpx · highnpx · high
Engagement & Health 2 views 0 copies 0 upvotes 12 stars 4 views 0 copies 0 upvotes 289 stars
Verified / OfficialCommunity ListingCommunity Listing
Open full listingView Memory Os Cli ListingView Shodh Memory Listing
Update the content or metadata of an existing memory.
explain_memory
Explain why a memory exists or matched a query.
restore_memory
Restore a previously deleted memory.
add_expense
Create one XMemo Ledger transaction and backing memory. Requires memory:write; it records a new transaction or reuses a semantic duplicate, and never deletes Ledger records. Use it for a purchase, income, refund, or transfer; use list_ledger_transactions or get_monthly_ledger_summary for reads. amount must be positive; transaction_type defaults to expense; blank transaction_date uses today's UTC date.
list_ledger_transactions
Show XMemo Ledger records.
get_monthly_ledger_summary
Summarize Ledger totals by month and currency.
forget
Permanently delete a memory by target.
+8 more tools listed on main page

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.
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.
+26 more tools listed on main page
Codebase Memory MCP logo
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