How do I install memory?

Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.

No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.

How is the trust score calculated?

This listing scores 45 (Fair). The formula is published on the methodology page.

MCPpedia

memory MCP Server — Install for Claude, Cursor & VS Code | MCPpedia

memory MCP Server

Name: memory MCP Server
Author: sharedmemoryai

Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

Tools Versions Alternatives

Registrysharedmemoryai

45Fair

Install

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "sharedmemoryai-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@sharedmemory/mcp-server@2.1.1"
      ],
      "env": {
        "SHAREDMEMORY_API_KEY": "YOUR_SHAREDMEMORY_API_KEY",
        "SHAREDMEMORY_API_URL": "",
        "SHAREDMEMORY_VOLUME_ID": ""
      }
    }
  }
}

Install guide

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SuperLocalMemory

78Good

Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.

Registryqualixar249 stars1.3K/wk

Codebase Memory

77Good

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

memory MCP Server

Install

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SuperLocalMemory

Codebase Memory

Environment

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M3 Memory

Name	Required	Notes
SHAREDMEMORY_API_KEY	Yes	Your SharedMemory API key Secret.
SHAREDMEMORY_API_URL	No	API endpoint URL
SHAREDMEMORY_VOLUME_ID	No	Default volume/project ID