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memory-mcp-1file

v0.9.2

Published

MCP memory server with semantic search, code indexing, and knowledge graph for AI agents

Vulnerabilities

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Links

Git

Maintainers

pomazanbohdanpomazanbohdan

Keywords

mcpmemoryaisemantic-searchknowledge-graphcode-indexingmodel-context-protocol

Readme

memory-mcp-1file

MCP memory server with semantic search, code indexing, and knowledge graph for AI agents.

Quick Start

# Run directly (downloads binary automatically)
npx memory-mcp-1file

# Or with bun
bunx memory-mcp-1file

Windows installations from 0.9.1 onward normalize the release archive into bin/memory-mcp.exe, including archives with a nested target directory. Starting with 0.9.2, the launcher also handles npm/npx forwarding its option separator before binary arguments.

For OpenAI Codex, use the repository's trusted-project .codex/config.toml, which pins [email protected] and stores the database under .codex/data.

What is this?

memory-mcp is a Model Context Protocol server that provides AI agents with:

  • Semantic memory — store and search memories with embeddings
  • Code indexing — parse and index codebases with tree-sitter
  • Knowledge graph — entity extraction and relationship tracking
  • Temporal awareness — time-based memory queries

Use with Claude Code, OpenAI Codex, Cursor, or any MCP-compatible client:

{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": ["-y", "memory-mcp-1file"]
    }
  }
}

CLI Options

memory-mcp --help          # Show all options
memory-mcp --data-dir /data # Custom database path

Supported Platforms

| Platform | Architecture | |---|---| | Linux | x86_64 (musl) | | macOS | x86_64, ARM64 (Apple Silicon) | | Windows | x86_64 |

Links

License

MIT