MCP Memory Graph

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

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Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "mcp-memory-graph": {
      "command": "uvx",
      "args": [
        "mcp-memory-graph"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (8)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by MCP Memory Graph.

store_memory

Store with conflict detection and optional auto-resolve

retrieve_memories

Semantic search ranked by similarity × authority

check_conflicts

Preview conflicts before storing

update_memory

Update content/priority with supersession tracking

delete_memory

Soft delete (preserves history)

add_memory_edge

Manually add typed relationship

Documentation Overview

MCP Memory Graph is a 🧠 Knowledge & Memory MCP server listed on AllMCPs. Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Read the full README →View source on GitHub →

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View all in Knowledge & Memory View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

npm downloads

553

Package downloads in the last 30 days.

Last commit

4mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

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Frequently Asked Questions about MCP Memory Graph

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "mcp-memory-graph": { "command": "uvx", "args": ["mcp-memory-graph"] } }

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Technical Specs & Signals

CategoryKnowledge & Memory

4/15 checks healthy over the last 45d

37Quality signal: Fair · 37/100How this signal is calculated ▾

Server availability0/25

Verified ownership8/20

Documentation & tools25/30

Adoption & activity4/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 1d ago via OSV.dev · mcp-memory-graph (PyPI)

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More in 🧠 Knowledge & Memory →Best MCP servers for Memory & Knowledge →Alternatives to MCP Memory Graph →Install in Claude Desktop Install in Cursor Install in VS Code Setup guides for all 13 MCP clients