SMRITI Memory vs Shodh Memory

A side-by-side look at the SMRITI Memory and Shodh Memory MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

SMRITI Memory logoSMRITI MemoryKnowledge & Memory · Local subprocess (stdio)Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.53GoodAuth: not declaredShodh Memory logoShodh MemoryKnowledge & Memory · Local subprocess (stdio)Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single 15MB binary, runs offline on edge devices.69GreatAuth: no auth required

Verdict: choose SMRITI Memory for knowledge & memory work as a local process; choose Shodh Memory for knowledge & memory as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

SMRITI Memory logoChoose SMRITI Memory when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like smriti_encode, smriti_recall, smriti_get_context.
Explore SMRITI Memory

Shodh Memory logoChoose Shodh Memory when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: No auth required.
  • You want tools like remember, recall, recall_by_tags.
Explore Shodh Memory

Feature & specification comparison

Rows where the two servers differ are marked.

SpecSMRITI Memory logoSMRITI MemoryShodh Memory logoShodh Memory
CategoryKnowledge & MemoryKnowledge & Memory
Quality signal53/100 · Good69/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredNo auth required
PricingNot declaredFree
Required env varsNone listedNone listed
Verified ownerCommunity listingCommunity listing
GitHub stars3315
Directory activity 0 views 0 installs 0 upvotes 6 views 0 installs 0 upvotes
Tools1238

Tools & capabilities

SMRITI Memory tools 12

  • smriti_encodeIngests a new memory. Accept `private=True` to exclude from team syncs.
  • smriti_recallRetrieves memories using semantic and graph-based retrieval.
  • smriti_get_contextHelper to inject the current active working memory slots into the context window.
  • smriti_how_well_do_i_knowPerforms a meta-memory confidence check on a given topic.
  • smriti_knowledge_gapsIdentifies topics the agent has identified it needs more information on.
  • smriti_pinMarks a memory as permanent (protects it from strength decay).
  • smriti_forgetSoft-deletes/archives a memory, leaving a cryptographic tombstone.
  • smriti_consolidateTriggers a background System 2 consolidation run.
  • smriti_statsReturns system-wide statistics (total memories, rooms, private counts).
  • smriti_create_private_roomSpawns a private room. All memories inside this room are visibility-isolated.
  • smriti_open_uiLaunches the interactive visual D3.js memory graph in your default browser.
  • smriti_sync_obsidianExports the Semantic Palace graph structures to markdown files in an Obsidian Vault.

Shodh Memory tools 38

  • rememberStore a memory for future recall. Use this to remember important information, decisions, user preferences, project context, or anything you want to recall later.
  • recallSearch 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_tagsFind 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_summaryGet 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_memoriesList all stored memories
  • forgetDelete a specific memory by ID
  • memory_statsGet statistics about stored memories
  • verify_indexVerify vector index integrity - diagnose orphaned memories that are stored but not searchable. Returns health status and count of orphaned memories.
  • repair_indexRepair vector index by re-indexing orphaned memories. Use this when verify_index shows unhealthy status. Returns count of repaired memories.
  • backup_createCreate a backup of all memories. Returns backup metadata including ID, size, and checksum. Backups are stored locally and can be restored later.
  • backup_listList all available backups for this user. Returns backup history with IDs, timestamps, and sizes.
  • backup_verifyVerify backup integrity using SHA-256 checksum. Use to check if a backup is corrupted before restoring.
  • +26 more on the listing page

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

SMRITI Memory

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "smriti-memory": {
      "command": "uvx",
      "args": [
        "smriti-memcore"
      ]
    }
  }
}

Shodh Memory

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

Frequently asked questions

SMRITI Memory is categorized under Knowledge & Memory and uses a local stdio subprocess. Shodh Memory belongs to Knowledge & Memory and uses a local stdio subprocess. Pick SMRITI Memory for knowledge & memory work and Shodh Memory for knowledge & memory.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

SMRITI Memory has no declared pricing — check the project's own site. Shodh Memory is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add smriti-memory and varun29ankus-shodh-memory as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, SMRITI Memory has a quality signal of 53/100 (Good) with 0 views, 0 installs and 3 GitHub stars. Shodh Memory has 69/100 (Great) with 6 views, 0 installs and 315 GitHub stars.