Memory that follows your agent.
Memory plugins for Hermes Agent and OpenClaw. Capture turns, search past context, and augment every prompt with a time-aware knowledge graph. Plus MCP integration for Cursor, ChatGPT, Codex, and Windsurf.
Works with your tools
MCP endpoints at mcp.agentmemorylabs.com — OAuth over HTTP, no local stdio server required.
Three capabilities. Every integration.
Whether you use Hermes, OpenClaw, or MCP directly — the same memory engine powers capture, search, and context augmentation.
Turn Capture
Every conversation turn is automatically captured and stored in the time-aware knowledge graph. Nothing is lost between sessions.
Memory Search
Retrieve past code, research, and conversations using semantic graph search across all memory domains.
Context Augmentation
Optionally resolve and inject relevant memory into prompts before the LLM responds — so your agent never starts from zero.
Official agent plugins
One command to install. Two surfaces — memory provider and context engine — working in concert.
Hermes Agent
Official PluginMemory provider + context engine for Hermes Agent. Installs with a single uvx command and exposes 28 model-callable tools.
uvx agentic-memory-hermes install --force- MemoryProvider — recalls context before model calls, persists completed turns in background
- ContextEngine — replaces default compression with Agentic Memory-backed context resolution
- 3 native tools (agentic_memory_search, agentic_memory_projects, agentic_memory_read)
- 24 passthrough tools: code search, file dependencies, execution tracing, git history, conversation search, memory graph CRUD, project scoping
- Canonical /v1/* backend routes with legacy /openclaw/* compatibility
- Config: hermes memory setup → hermes config set memory.provider agentic-memory
OpenClaw
Official PluginOpenClaw plugin for Agentic Memory. Capture turns, search past context, and augment every prompt with a time-aware knowledge graph.
openclaw plugin install agentic-memory-openclaw- Turn capture — every conversation turn stored automatically
- Memory search — retrieve past code, research, and conversations
- Context augmentation — inject relevant memory into prompts
- Two modes: capture_only (safe default) and augment_context (full experience)
- Hosted or self-hosted backend — switch without reinstalling
- API key authentication for managed hosting
The Rust CLI works with everything
The agent-memory CLI is the shared foundation for all integrations.
Install
curl -fsSL https://agentmemorylabs.com/install.sh | sh
Initialize
agent-memory login → init --managed → doctor
Search
agent-memory search — query across all memory domains
Ready to install?
One command to install. Your agent gets memory that understands time.