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Memory Visualizer

Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.

Unclaimed last commit 10 months ago devtools
56Fair

Scored 12 days ago · breakdown

About Memory Visualizer

Memory Visualizer is an MCP server published by mjherich in the Developer Tools category: interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.

The repository has 16 stars and 5 forks, with the last commit 10 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/mjherich/memory-visualizer

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 5 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • !License declaredNo license file. Legally you have no right to use it in a product.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

README

Anthropic Memory MCP Visualizer

Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files generated by the Knowledge Graph Memory Server.

Try it now: This tool is freely available at https://memviz.herich.tech

Features

  • Interactive knowledge graph visualization using D3.js
  • Filter by entity and relation types
  • Search across entities and relationships
  • View detailed observations in the info panel
  • Drop memory.json files or paste directly from clipboard
  • Navigate complex entity networks visually
  • Debug AI memory structures and connections

Development

# Install dependencies
npm install

# Start development server
npm run dev

# Build for production
npm run build

Tech Stack

  • React + TypeScript
  • D3.js for visualization
  • Vite
  • TailwindCSS

Using with Claude Desktop App

This tool is intended for use with the Claude Desktop app, which supports the Memory MCP protocol for knowledge graph storage and retrieval.

Configuring the Memory MCP Server

  1. First, ensure you have the modelcontextprotocol-servers repository cloned locally.

  2. Configure the Claude Desktop app to use the Memory MCP server by adding the following to your mcp_config.json file:

"memory": {
  "command": "npx",
  "args": [
    "-y",
    "@modelcontextprotocol/server-memory"
  ],
  "env": {
    "MEMORY_FILE_PATH": "/path/to/custom/memory.json"
  }
}

The above example shows a generic configuration. You should replace the paths with the actual locations on your system where you want to store your memory file.

💡 Personal tip: I store my memory.json in a Google Drive folder which automatically backs it up and makes it accessible across devices. Consider using a cloud storage solution for your memory file too!

  1. Start Claude Desktop with this configuration to enable the memory features.

  2. Use this Memory Visualizer to explore and debug the knowledge graph created by Claude.

Knowledge Graph Structure

Visualizes Anthropic's Memory MCP format:

  • Entities: Nodes with name, type, and observations (e.g., people, organizations)
  • Relations: Directed connections between entities in active voice (e.g., "works_at")
  • Observations: Atomic facts attached to entities

Use Cases

  • Debug entity relationships in AI memory
  • Analyze memory.json structures
  • Explore entity connections
  • Visualize graph growth over time

README fetched from the repository 5 days ago. The original is authoritative.

Questions

About Memory Visualizer

How do I install Memory Visualizer?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Memory Visualizer safe to use with an AI agent?

Its trust score is 56 out of 100 (fair). It passes 3 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Memory Visualizer still maintained?

The last commit was 10 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.