Data · Local MCP server

Memory

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

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.sharedmemoryai/memory
Version
2.1.1
Status
Active
Category
data
Transport
stdio (local process)
Package
npm
Published
2026-04-22
Updated
2026-04-22
Publisher
sharedmemoryai (GitHub)
Repository
github.com/sharedmemoryai/mcp-server
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
npm@sharedmemory/mcp-server2.1.1stdioSHAREDMEMORY_API_KEY (required, secret), SHAREDMEMORY_API_URL, SHAREDMEMORY_VOLUME_ID

How to connect Memory

Memory runs locally from a Node.js package published to the npm registry: @sharedmemory/mcp-server version 2.1.1. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Node.js; clients usually start it with npx — the usual command is npx -y @sharedmemory/mcp-server@2.1.1. It reads these environment variables: SHAREDMEMORY_API_KEY (required, secret), SHAREDMEMORY_API_URL and SHAREDMEMORY_VOLUME_ID; set them in the client's configuration for this server.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": [
        "-y",
        "@sharedmemory/mcp-server@2.1.1"
      ],
      "env": {
        "SHAREDMEMORY_API_KEY": "<secret>",
        "SHAREDMEMORY_API_URL": "<value>",
        "SHAREDMEMORY_VOLUME_ID": "<value>"
      }
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

More data servers

All 4,395 →
ServerRunsEndpoint or package
MementoPersistent memory for AI tools. Local-first knowledge graph with hybrid search.Local · stdioOCI image (Docker): ghcr.io/scrypster/memento:0.1.0
MemographGraph-based memory system for LLMs with knowledge graphs and semantic search.Local · stdioPyPI: memograph
MemoraEUZero-knowledge persistent memory layer for AI agents. Encrypted client-side, hosted in France.Local · stdioPyPI: memoraeu-mcp
MemoryPersistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.Remote · HTTPhumaux.com
MemoryPersistent memory for AI assistants. Store, search, and recall across sessions.Local · stdionpm: velixar-mcp-server
Memory Engine MCPLocal-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.Local · SSEOCI image (Docker): ghcr.io/simoneb79/memory-engine-mcp:1.5.3
Memory FindLocal, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.Local · stdioMCP Bundle (.mcpb): kKEo/memory-find/releases/download/v1.4.5/memo-m
Memory for AILocal codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.Local · stdionpm: memory-for-ai-mcp