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TencentDB Agent Memory review

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

Updated Nov 1, 2026. Review written Nov 1, 2026 from the project's own sources; usage data refreshed every Monday.

TencentDB Agent Memory at a glance

Category
Coding agents
Website
tencentcloud.github.io/TencentDB-Agent-Memory

Is TencentDB Agent Memory growing? Usage data

In the week of Oct 25–31, 2026, TencentDB Agent Memory ranked #70 on the Devtoolwatch Board and #35 in Coding agents, with a momentum score of 71 out of 100.

New GitHub stars per week for TencentDB Agent Memory12 weeks from Aug 9, 2026: 3.6k, 1.9k, 1.3k, 795, 557, 538, 313, 410, 263, 1.7k, 416, 449 new stars, an average of 1k a week.Aug 9week of Oct 25
New GitHub stars per week for the last 12 weeks, from GitHub's stargazer history (today's stargazers by the week they starred).
Show the weekly numbers
New GitHub stars per week for TencentDB Agent Memory
Week ofNew stars
Aug 9, 20263.6k
Aug 16, 20261.9k
Aug 23, 20261.3k
Aug 30, 2026795
Sep 6, 2026557
Sep 13, 2026538
Sep 20, 2026313
Sep 27, 2026410
Oct 4, 2026263
Oct 11, 20261.7k
Oct 18, 2026416
Oct 25, 2026449

The Board ranks tools by four signals each week: new stars, new stars for the repo's size, added downloads and download growth beyond the market. How the ranking works.

TencentDB Agent Memory alternatives

Other AI coding agents on the Board in the week of Oct 25–31, 2026, by momentum:

Coding agents ranked by momentum, the week of Oct 25–31, 2026
RankToolStarsDownloads/wk
#1CindyCindy is an open-source AI agent app for desktop and mobile that combines Claude Code, Codex and Pi across your connected devices.8.8k–
#2OpenMausBotOpenMausBot is an open-source desktop chat app where each contact is a local Claude, Codex, or Grok CLI agent with its own computer.9.6k–
#3OrcaOrca is a desktop agent development environment for running Claude Code, Codex, and other CLI coding agents in parallel, each in its own…111.7k–
#4OpenBotOpenBot is an open-source, self-hosted template for AI coworkers that each get their own browser, files and granted tools, with every…9.1k–
#5Agent ReachAgent Reach is a Python CLI that lets AI agents search and read platforms such as Twitter, Reddit, YouTube, GitHub, Bilibili and…107.2k–
#6Skill RecorderSkill Recorder is a desktop app that records your on-screen work session and turns it into a reusable agent Skill or Automation.5.6k–

All AI coding agents, ranked

TencentDB Agent Memory FAQ

How popular is TencentDB Agent Memory?

TencentDB Agent Memory has 30.3k GitHub stars as of Nov 1, 2026. It gained 449 new stars in the week of Oct 25–31, 2026, against a 12-week average of 1k a week. That made it #35 among AI coding agents on the Devtoolwatch Board.

What are the best alternatives to TencentDB Agent Memory?

Other AI coding agents on the Devtoolwatch Board in the week of Oct 25–31, 2026, by momentum: Cindy (#1), OpenMausBot (#2), Orca (#3), OpenBot (#4), Agent Reach (#5). The alternatives table above has their numbers.

Sources

  1. Devtoolwatch Board, the week of Oct 25–31, 2026

TencentDB Agent Memory README badge

Maintainers can show the tool's weekly Board rank in their README:

Devtoolwatch badge for TencentDB Agent Memory

[![Devtoolwatch](https://index.devtoolwatch.com/badge/tencentcloud-tencentdb-agent-memory.svg)](https://index.devtoolwatch.com/tools/tencentcloud-tencentdb-agent-memory/)

How this page is made: Devtoolwatch writes each review from the project's README, releases, package metadata and website, with an AI model, then checks every claim against the source it cites and drops what the sources don't support. The numbers come from Devtoolwatch's daily GitHub snapshots, GitHub's stargazer history, and the npm and PyPI download APIs. Spotted an error? Email [email protected].