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

Mem0 MCP Selfhosted vs Memograph

In-depth architectural comparison of the Mem0 MCP Selfhosted and Memograph 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
Memograph
Knowledge & Memory · Local stdio
Quality: 57/100 (Good) | Auth: No auth required
Verdict Summary: Choose Mem0 MCP Selfhosted if you need specialized Knowledge & Memory tools running via a local process. Choose Memograph 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
Memograph logo

Choose Memograph 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: search_vault, create_memory, query_with_context.
Explore Memograph Details

Feature & Specification Comparison

Specification
Mem0 MCP Selfhosted logo
Mem0 MCP Selfhosted
elvismdev
Knowledge & Memory
Memograph logo
Memograph
Knowledge & Memory
Summary
Category & ScopeKnowledge & MemoryKnowledge & Memory
Quality signal

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
Delete a single memory by UUID.

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",
        "git+https://github.com/elvismdev/mem0-mcp-selfhosted.git",
        "mem0-mcp-selfhosted"
      ],
      "env": {
        "MEM0_USER_ID": "YOUR_MEM0_USER_ID_HERE"
      }
    }
  }
}
Memograph Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "memograph": {
      "command": "uvx",
      "args": [
        "--from",
        "memograph",
        "memograph-mcp"
      ]
    }
  }
}

Frequently Asked Questions

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

More alternatives to Mem0 MCP SelfhostedMore alternatives to MemographKnowledge & Memory category hub

Related MCP Server Comparisons

Popular comparisons with Mem0 MCP Selfhosted

  • Moxie Docs MCP logoMem0 MCP Selfhosted vs Moxie Docs MCP
  • Mnemo MCP logoMem0 MCP Selfhosted vs Mnemo MCP
  • Codebase Memory MCP logoMem0 MCP Selfhosted vs Codebase Memory MCP
  • Scrivener MCP logoMem0 MCP Selfhosted vs Scrivener MCP

Popular comparisons with Memograph

57/100 (Good)
57/100 (Good)
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 · highuvx · high
Engagement & Health 3 views 0 copies 0 upvotes 109 stars 2 views 0 copies 0 upvotes 4 stars
Verified / OfficialCommunity ListingCommunity Listing
Open full listingView Mem0 MCP Selfhosted ListingView Memograph Listing
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).

Memograph Tools (39)

search_vault
Search memories in the MemoGraph vault using semantic or keyword search
create_memory
Create a new memory in the MemoGraph vault
query_with_context
Retrieve relevant context from the vault for a question. If LLM provider is configured, can optionally generate an answer. Otherwise, returns context for the client's LLM to use.
get_vault_info
Get information about the currently configured MemoGraph vault (path, name, configuration). Use this when you need to know which vault is being used.
get_vault_stats
Get statistics about the currently configured MemoGraph vault (memory counts, types, tags)
list_memories
List memories with optional filters
get_memory
Get full content of a specific memory by ID
import_document
Import a document (TXT, PDF, DOCX) into the vault
delete_memory
Delete a memory from the vault by ID
update_memory
Update an existing memory's title, content, tags, or salience
batch_update
Update multiple memories in one efficient operation. Much faster than calling update_memory multiple times.
batch_delete
Delete multiple memories in one efficient operation. Much faster than calling delete_memory multiple times.
+27 more tools listed on main page
Mnemo MCP logo
Memograph vs Mnemo MCP
  • Scrivener MCP logoMemograph vs Scrivener MCP
  • Moxie Docs MCP logoMemograph vs Moxie Docs MCP
  • Shodh Memory logoMemograph vs Shodh Memory
  • Self-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.
    Graph-based memory system for LLMs with knowledge graphs and semantic search