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  1. Home
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  3. Lean Memory
  4. vs Mnemos
Side-by-Side Model Context Protocol Comparison

Lean Memory vs Mnemos

In-depth architectural comparison of the Lean Memory and Mnemos 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

Lean Memory
Knowledge & Memory · Local stdio
Quality: 55/100 (Good) | Auth: No auth required
Mnemos
Knowledge & Memory · Local stdio
Quality: 59/100 (Good) | Auth: No auth required
Verdict Summary: Choose Lean Memory if you need specialized Knowledge & Memory tools running via a local process. Choose Mnemos 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?

Lean Memory logo

Choose Lean 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).
  • You have access to required keys: LM_DATA_ROOT, ANTHROPIC_API_KEY.
  • Primary tools included: Single SQLite file per namespace for isolated memory storage, Hybrid dense (embedding) and sparse (FTS5) search retrieval, Add-only memory history with point-in-time querying.
Explore Lean Memory Details
Mnemos logo

Choose Mnemos 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: mnemos_store, mnemos_search, mnemos_context.

Feature & Specification Comparison

Specification
Lean Memory logo
Lean Memory
Wuesteon
Knowledge & Memory
Mnemos logo
Mnemos
s60yucca
Knowledge & Memory
Summary
Category & ScopeKnowledge & MemoryKnowledge & Memory
Quality signal

Tools & Capabilities Breakdown

Lean Memory Tools (6)

Single SQLite file per namespace for isolated memory storage
Hybrid dense (embedding) and sparse (FTS5) search retrieval
Add-only memory history with point-in-time querying
Offline sleep-time maintenance for deduplication and summarization
MCP server bridge with tools for add, search, and clear memory
Optional real embedder, reranker, and extractor models

Mnemos Tools (9)

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).

Lean Memory Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "wuesteon-lean-memory": {
      "command": "uvx",
      "args": [
        "lean-memory"
      ],
      "env": {
        "LM_DATA_ROOT": "YOUR_LM_DATA_ROOT_HERE",
        "ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY_HERE"
      }
    }
  }
}
Mnemos Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "s60yucca-mnemos": {
      "command": "npx",
      "args": [
        "-y",
        "@s60yucca/mnemos"
      ]
    }
  }
}

Frequently Asked Questions

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

More alternatives to Lean MemoryMore alternatives to MnemosKnowledge & Memory category hubCanonical compare URL

Related MCP Server Comparisons

Popular comparisons with Lean Memory

  • Moxie Docs MCP logoLean Memory vs Moxie Docs MCP
  • Scrivener MCP logoLean Memory vs Scrivener MCP
  • Mnemo MCP logoLean Memory vs Mnemo MCP
  • Engram logoLean Memory vs Engram

Popular comparisons with Mnemos

Explore Mnemos Details
55/100 (Good)
59/100 (Good)
Transport ProtocolLocal Subprocess (stdio)Local Subprocess (stdio)
Auth RequirementNo auth requiredNo auth required
Pricing ModelFree / Open SourceFree / Open Source
Required Env Vars
LM_DATA_ROOTANTHROPIC_API_KEY
None required
Compatible Clients
Claude DesktopCursorWindsurfClineVS Code
Claude DesktopCursorWindsurfClineVS Code
Install path signaluvx · highnpx · high
Engagement & Health 2 views 0 copies 0 upvotes 42 stars 2 views 0 copies 0 upvotes 22 stars
Verified / OfficialCommunity ListingCommunity Listing
Open full listingView Lean Memory ListingView Mnemos Listing
mnemos_store
Store a memory (full auto-pipeline runs transparently)
mnemos_search
Hybrid FTS + semantic + file-overlap search
mnemos_context
Assemble budget-aware, MMR-diversified context
mnemos_get
Fetch by ID
mnemos_update
Update content, summary, or tags
mnemos_delete
Soft-delete (recoverable via maintain)
mnemos_relate
Link two memories (supersedes, caused_by, depends_on)
mnemos_maintain
Run decay, archival, GC, stale detection
mnemos_runtime
Report live MCP server version, host, pid, executable, uptime, data dir, and project scope
Moxie Docs MCP logo
Mnemos vs Moxie Docs MCP
  • Scrivener MCP logoMnemos vs Scrivener MCP
  • Recallnest logoMnemos vs Recallnest
  • Agentmem logoMnemos vs Agentmem
  • Embedded, local-first agent memory in a single SQLite file per namespace (vec0 + FTS5 hybrid retrieval). ADD-only history queryable as-of any past time; offline sleep-time maintenance stages dedupe/summarize/evict proposals a human reviews. No Docker, no server, no cloud key. pip install 'lean-memory[mcp]'
    Persistent memory engine for AI coding agents. Stores architecture decisions, bug root causes, and project conventions across sessions. Single Go binary with embedded SQLite, FTS5 search, context assembly within token budgets, and autopilot setup for Claude Code, Kiro, and Cursor.