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  1. Home
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  3. Mem0 MCP Selfhosted
  4. vs Codebase Memory MCP
Side-by-Side Model Context Protocol Comparison

Mem0 MCP Selfhosted vs Codebase Memory MCP

In-depth architectural comparison of the Mem0 MCP Selfhosted and Codebase Memory MCP 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

Mem0 MCP Selfhosted
Knowledge & Memory · Local stdio
Quality: 57/100 (Good) | Auth: other
Codebase Memory MCP
Knowledge & Memory · Local stdio
Quality: 72/100 (Great) | Auth: No auth required
Verdict Summary: Choose Mem0 MCP Selfhosted if you need specialized Knowledge & Memory tools running via a local process. Choose Codebase Memory MCP 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?

Mem0 MCP Selfhosted logo

Choose Mem0 MCP Selfhosted 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).
  • You have access to required keys: MEM0_USER_ID.
  • Primary tools included: add_memory, search_memories, get_memories.
Explore Mem0 MCP Selfhosted Details
Codebase Memory MCP logo

Choose Codebase Memory MCP 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: index_repository, list_projects, delete_project.
Explore Codebase Memory MCP Details

Feature & Specification Comparison

Specification
Mem0 MCP Selfhosted logo
Mem0 MCP Selfhosted
elvismdev
Knowledge & Memory
Codebase Memory MCP logo
Codebase Memory MCP
DeusData
Knowledge & Memory
SummarySelf-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero-config OAT auth, split-model graph routing, session hooks for automatic cross-session memory, and 11 tools. Supports both Anthropic and fully local Ollama setups.Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, 99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. npx codebase-memory-mcp

Tools & Capabilities Breakdown

Mem0 MCP Selfhosted Tools (11)

add_memory
Store text or conversation history as memories. Supports `enable_graph`, `infer`, `metadata`.
search_memories
Semantic search with optional `filters`, `threshold`, `rerank`, `enable_graph`.
get_memories
List/filter memories (non-search). Supports `limit` and scope filters.
get_memory
Fetch a single memory by UUID.
update_memory
Replace memory text. Re-embeds and re-indexes in Qdrant.
delete_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).

Mem0 MCP Selfhosted Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "elvismdev-mem0-mcp-selfhosted": {
      "command": "uvx",
      "args": [
        "--from"
      ],
      "env": {
        "MEM0_USER_ID": "YOUR_MEM0_USER_ID_HERE"
      }
    }
  }
}
Codebase Memory MCP Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "deusdata-codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp"
      ]
    }
  }
}

Frequently Asked Questions

Mem0 MCP Selfhosted is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Codebase Memory MCP belongs to Knowledge & Memory using local stdio subprocess. Select Mem0 MCP Selfhosted when you need capabilities focused on knowledge & memory and Codebase Memory MCP when you require tools for knowledge & memory.

More alternatives to Mem0 MCP SelfhostedMore alternatives to Codebase Memory MCPKnowledge & Memory category hubCanonical compare URL

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Popular comparisons with Codebase Memory MCP

Category & ScopeKnowledge & MemoryKnowledge & Memory
Quality signal57/100 (Good)72/100 (Great)
Transport ProtocolLocal Subprocess (stdio)Local Subprocess (stdio)
Auth RequirementotherNo auth required
Pricing ModelFree / Open SourceFree / Open Source
Required Env Vars
MEM0_USER_ID
None required
Compatible Clients
Claude DesktopCursorWindsurfClineVS Code
Claude DesktopCursorWindsurfClineVS Code
Install path signaluvx · highnpx · high
Engagement & Health 3 views 0 copies 0 upvotes 107 stars 7 views 1 copies 1 upvotes 42,895 stars
Verified / OfficialCommunity ListingCommunity Listing
Open full listingView Mem0 MCP Selfhosted ListingView Codebase Memory MCP Listing
Delete a single memory by UUID.
delete_all_memories
Bulk-delete all memories in a scope.
list_entities
List users/agents/runs with memory counts. Uses Qdrant Facet API.
delete_entities
Cascade-delete an entity and all its memories.
search_graph
Search Neo4j entities by name substring. Returns entities + outgoing relationships.
get_entity
Get all relationships for an entity (bidirectional: incoming + outgoing).

Codebase Memory MCP Tools (14)

index_repository
Index a repository into the graph. Auto-sync keeps it fresh after that.
list_projects
List all indexed projects with node/edge counts.
delete_project
Remove a project and all its graph data.
index_status
Check indexing status of a project.
search_graph
Structural, BM25, and semantic search. Page structural rows with `offset`/`limit` and ranked semantic rows independently with `semantic_offset`/`semantic_limit`.
trace_path
BFS traversal — who calls a function and what it calls (alias: `trace_call_path`). Depth 1-5.
detect_changes
Map git diff to affected symbols + blast radius with risk classification.
query_graph
Execute Cypher-like graph queries (read-only).
get_graph_schema
Node/edge counts, relationship patterns, property definitions per label. Run this first.
get_code_snippet
Read source code for a function by qualified name.
get_architecture
Codebase overview: languages, packages, routes, hotspots, clusters, ADR.
search_code
Grep-like text search within indexed project files.
+2 more tools listed on main page
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