TencentDB Agent Memory is a TypeScript-based memory hub for AI agents, exporting four asset types (Chat Memory, Skill, Wiki, CodeGraph) and offering a panel-driven lifecycle with ACLs and multi-agent sharing. Latest release is v2.0.0 (2026-08-03).
Collecting history — the radar snapshots this repo daily. The trend line appears after 3 days of data (1 so far).
What it is
TencentDB Agent Memory is a memory hub for AI agents, organizing conversations, documents, and code into four reusable assets: Chat Memory, Skill, Wiki, and CodeGraph. It supports team-based memory management with access control and asset binding across agents and frameworks. The project emphasizes importing existing codebases, documents, and conversations into a centralized memory store that can be reused by new agents.
How it works
Memory is organized in layers: L0 Conversation, L1 Atom, L2 Scenario, L3 Core/Persona. Assets (Chat Memory, Skills, Wiki, CodeGraph) are registered and controlled via Fixed Binding + ACL to determine which assets an Agent can use. Documents become Wiki pages with a link graph; codebases become CodeGraph assets with symbols, files, and relationships. Retrieval uses a combination of vector search and layered context, with on-demand access to documents and code.
Getting started
Installation guidance is provided in the repository with a one-click multi-service setup script in deployments:
git clone https://github.com/Tencent/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 is available in INSTALL.md (中文: INSTALL_CN.md).
Recent releases
- v2.0.0 (2026-08-03): Formal release; new features include Skill forced archiving, CodeGraph periodic sync, panel language toggle, and admin asset management; improved deployment and access documentation. Product notes reference README_CN.md for details.
- v2.0.0-beta.1 (2026-07-21): beta release; documented as 2.0.0-beta.1 with the same product定位 and link to README_CN.md.
- v1.0.1 (2026-07-13): Patch fixes for Gateway local mode timer routing and COS SDK security updates.
- v1.0.0 (2026-06-11): Official release introducing standalone Memory service, HTTP API, and SDKs; general access for any Agent framework.
- v1.0.0-beta.1 (2026-05-29): New architecture introducing standalone Memory service.
Traction
Stars: 13070 (as reported). Forks: 1240. Open issues: 504. Language: TypeScript. License: MIT listed in README. Creation date: 2026-04-07. Last push: 2026-08-03.
Behind the repo
Related documentation references OpenClaw, Hermes, Claude Code, CodeBuddy, and SDK integration; notes indicate migration tooling and cross-framework considerations. No company-specific background is provided beyond TencentDB branding.
Caveats
License: none listed in Facts. Other notes indicate asynchronous Wiki and CodeGraph builds, limited private repository support for CodeGraph, and ongoing automation improvements.