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

DimensionTradeMemory ProtocolTamper-evident decision audit trail and outcome-weighted memory for AI trading agents.CompartmentEncrypted, fully offline long-term memory for AI agents
FMRS69 / 100 · C75 / 100 · B
Reliability11 / 2012 / 20
Security and permissions14 / 2016 / 20
Maintenance13 / 2014 / 20
Documentation16 / 2018 / 20
Setup experience15 / 2015 / 20
Best for
  • Individual traders who want persistent memory and a decision audit trail for their AI trading agent.
  • Developers building autonomous trading agents that need to query prior context before trading.
  • Compliance or risk teams that need verifiable, exportable decision records.
  • Researchers studying the outcome-weighted memory (OWM) framework.
  • 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 expecting the MCP server to place orders, manage funds or touch wallets — it does not execute trades.
  • Teams needing a rich hosted service or a fast-moving feature roadmap (the project is in maintenance mode).
  • Anyone treating its outputs as trade signals or investment advice.
  • Users requiring capabilities not yet shipped, such as external TSA anchoring or zkML proof of inference.
  • 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
  • Reads the trade decision context and trade records passed in by your agent.
  • Writes and maintains memory-layer and audit-chain data locally.
  • By default makes one outbound call to an RFC 3161 trusted timestamping service, sending only the 32-byte daily audit root with no trade data; disable with TRADEMEMORY_TSA=off.
  • Does not access API keys, wallets or broker credentials.
  • 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
  • Audit-chain maturity is limited: v0.5 does not yet include TSA timestamping and external anchoring, which the docs list as roadmap items.
  • OWM empirical validation is ongoing (n=40; target n>=100 for statistical significance), so conclusions should be treated cautiously.
  • The evolution engine is in a research phase, with statistical gate pass rate still being optimised.
  • The default outbound timestamping call contacts a third-party service, which must be disabled for fully offline environments.
  • Memory and audit data live locally, so disk tampering or loss affects verifiability and historical retention.
  • 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 Desktop, Claude Code, CursorClaude Desktop, Claude Code, Hermes Agent, OpenClaw, Cursor, VS Code, Codex, Gemini CLI, Cline, Roo Code, Zed, OpenCode, LM Studio, AnythingLLM, BoltAI, Goose, Kiro
Tools2014