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

DimensionPostHogOpen-source product analytics platform PostHog, steerable from Claude Code, Cursor, and other MCP-compatible agents.CompartmentEncrypted, fully offline long-term memory for AI agents
FMRS41 / 100 · D75 / 100 · B
Reliability4 / 2012 / 20
Security and permissions8 / 2016 / 20
Maintenance17 / 2014 / 20
Documentation7 / 2018 / 20
Setup experience5 / 2015 / 20
Best for
  • Teams already using PostHog for product analytics, feature flags, or experiments who want to control it from an AI agent
  • Developers who want product signals (errors, rage clicks, etc.) surfaced directly inside Claude Code, Cursor, or similar agent environments
  • 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 a narrow, single-purpose MCP tool (e.g., pure database or file-system access) — PostHog's surface area is broad
  • Users requiring a strictly FOSS codebase — the `ee` directory in this repo is under a separate, non-MIT license
  • Self-hosted deployments needing vendor support — the README explicitly states no customer support or guarantees are provided for open-source deployments
  • 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
  • Access to data within a PostHog project/account, including events, session recordings, feature flags, experiments, error tracking, surveys, and data warehouse records
  • Write access to modify project configuration if using the agent to create or change feature flags/experiments
  • 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
  • PostHog aggregates substantial user behavioral and product data; agent access to it carries exposure risk for sensitive information (user identifiers, session content)
  • Repository licensing is mixed (MIT for the main repo, separate proprietary license for the `ee` directory) — confirm which features are covered before relying on them in production
  • Self-hosted open-source deployments are explicitly unsupported by the vendor and are recommended only up to roughly 100k events/month before needing to migrate to Cloud
  • 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, Hermes Agent, OpenClaw, Cursor, VS Code, Codex, Gemini CLI, Cline, Roo Code, Zed, OpenCode, LM Studio, AnythingLLM, BoltAI, Goose, Kiro
Tools014