Agents remember. Humans innovate.

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Latest: Team Memory Beta is evolving quickly — install it and start exploring in minutes.

Start all three services in one go (memory-core + memory-hub + proxy):

git clone https://github.com/TencentCloud/TencentDB-Agent-Memory.git
cd TencentDB-Agent-Memory/deploy/global-images
cp .env.example .env
$EDITOR .env       # Fill in two sets of LLM parameters (memory group + proxy group)
./start-all.sh     # Launch everything with one command; when finished, it prints a one-liner you can paste directly into Claude

Open the panel: http://localhost:8125.

Complete installation documentation (standalone Memory Hub deployment, Proxy + Claude Code / CodeBuddy usage, stop and cleanup, port reference, etc.) is available in INSTALL.md (中文: INSTALL_CN.md). The MongoDB storage backend is experimental (off by default); see INSTALL.md · MongoDB storage backend.

If you're already on an older release (v1.x / v0.x) and want to bring your existing data over to v2.0.0+, we provide a migration tool:

See Data Migration Tool (v2 → v3) for full usage and flags. New installations can skip this.

One Proxy, unchanged protocol, zero-code integration — point the Agent's base URL to the Proxy and it's done. No plugin, hook, or MCP server is required.

DeepSeek Harness	Claude Code	Codex	CodeBuddy
WorkBuddy	Hermes	OpenClaw	More frameworks coming soon...

See INSTALL.md for the exact configuration steps of each client.

Don't see your favorite Agent? You can try adapting it yourself with the Generic integration guide — and we'd love a PR adding native support for it. See CONTRIBUTING.md to get started.

We started from a practical question: How do you reduce repetitive work when using Agents?