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Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionMeiGen AI Design MCPOpen-source image and video generation MCP server for major AI coding toolsCompartmentEncrypted, fully offline long-term memory for AI agents
FMRS55 / 100 · C75 / 100 · B
Reliability8 / 2012 / 20
Security and permissions11 / 2016 / 20
Maintenance9 / 2014 / 20
Documentation14 / 2018 / 20
Setup experience13 / 2015 / 20
Best for
  • Users creating images or videos inside AI coding tools
  • Design workflows that benefit from curated prompts and prompt enhancement
  • Users with a local GPU or an image-generation API backend
  • Individuals or teams who prioritise privacy and offline operation and do not want data leaving the machine
  • Users who share memory across multiple MCP clients such as Claude Code, Claude Desktop, Hermes Agent, OpenClaw, Cursor, Codex and Gemini CLI
  • Scenarios that need encrypted storage, a hash-chained audit log and verifiable vault migration
  • Users who want low-latency recall, a bundled embedding model and no extra LLM calls inside the memory layer
Not for
  • Users who only need text or conventional coding capabilities
  • Users who do not want prompts or reference images sent to third-party cloud APIs unless using local ComfyUI
  • Users without a configured generation backend or API credentials who need image or video generation
  • Users who need cloud multi-device sync or a hosted team memory service; moving between machines means locking the vault and copying the file
  • Users who expect the server itself to run an LLM that extracts facts and decides what to remember; Compartment explicitly keeps no LLM inside and leaves that to the host model
  • Users who cannot keep a passphrase safe or who need a recovery path if it is lost, since Compartment never generates a password, seed or recovery phrase
  • Deployments that require network transports such as SSE or streamable-http; this server is stdio only and opens no ports
Required permissions
  • Run npx and access the npm package
  • Provide an API key or token for MeiGen Cloud or an OpenAI-compatible API
  • Access the configured ComfyUI service when using local generation
  • Send prompts and, where applicable, reference images to the configured service; local reference images may be uploaded
  • Write configuration and generated results to local configuration, image, and video directories
  • Read and write the vault file under the user's home directory, by default ~/.compartment/memory.vault, and its sibling settings file
  • Access the session directory holding the unlock credential (configurable with COMPARTMENT_SESSION_DIR), which also carries the shared embedding process's Unix socket
  • Optionally use the macOS keychain (compartment unlock --keychain is an explicit opt-in, and it survives reboots)
  • Write or merge an mcpServers entry into each MCP client's own configuration file, taking a byte-exact backup first
  • Install a PostToolUse hook for Claude Code that captures memory files the agent writes
  • Serve a read-only dashboard on 127.0.0.1 behind a one-time random URL token
Risks and side effects
  • Cloud backends receive prompts and reference images, with privacy handling determined by the provider
  • Reference images are uploaded to Cloudflare R2 and expire automatically after 24 hours
  • Image and video generation may incur service costs or be limited by model, resolution, and quality capabilities
  • Local files may be compressed and uploaded when using non-ComfyUI backends
  • Video generation can take several minutes and may fail if client timeouts are too short
  • A leaked passphrase means the encrypted content can be decrypted; Compartment generates no recovery phrase and cannot recover a lost passphrase
  • Enabling the memory_unlock tool places the passphrase in the model's context, which is why it is off by default
  • If a 2FA keyfile is lost, for example a USB stick, the vault cannot be opened even with the passphrase
  • `export --plaintext` writes the vault as unencrypted JSONL, so that file must be handled carefully
  • Memory content can come from untrusted sources; recall wraps memories with a notice that they are stored data and content can be marked quarantined, but the host agent must still treat memory as data to limit prompt-injection risk
  • The capture hook and client integration write into the user's own settings files, although the implementation backs up and merges rather than replacing
Supported clientsClaude Code, Cursor, Codex, Windsurf, Roo Code, OpenClaw, Hermes AgentClaude Desktop, Claude Code, Hermes Agent, OpenClaw, Cursor, VS Code, Codex, Gemini CLI, Cline, Roo Code, Zed, OpenCode, LM Studio, AnythingLLM, BoltAI, Goose, Kiro
Tools814