How to use Tencent DB Agent Memory: what you can do with it

5 use cases

• Give Claude Code and Codex one shared memory server

  Route two coding agents through one local proxy so they read and write the same memory.

  • REPO TencentCloud/TencentDB-Agent-Memory
  • Claude Code
  • Codex
  • Software and DevOps
  • Intermediate
  View prompt

  Using the repo TencentDB-Agent-Memory, start all three services from deploy/global-images with ./start-all.sh after filling .env, then point the base URL of <agent name> to the Proxy as described in INSTALL.md. Expected output: the panel at http://localhost:8125 loads and one test request from <agent name> completes through the Proxy. Verify that the request appears in the panel or the service logs.

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• Index an existing repo so agents check impact before editing

  Import a codebase into CodeGraph so agents can see callers, callees, and impact paths.

  • REPO TencentCloud/TencentDB-Agent-Memory
  • Software and DevOps
  • Intermediate
  View prompt

  Using TencentDB-Agent-Memory, import the repository at <repo path> into CodeGraph through the panel at http://localhost:8125. Before changing <symbol or file>, query CodeGraph for its callers, callees, and impact path, and report the list. Verify that the impact list matches a manual grep of the repo for <symbol>.

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• Turn product docs into a wiki that all dev agents can read

  Convert design docs and runbooks into linked wiki pages and share them with selected agents.

  • REPO TencentCloud/TencentDB-Agent-Memory
  • Software and DevOps
  • Intermediate
  View prompt

  Using TencentDB-Agent-Memory, import the docs in <docs folder> into Wiki through the panel at http://localhost:8125 and make the resulting architecture page visible to the agents <agent names>. Expected output: a link-graph page list and one answer from an agent that cites a wiki page. Verify that the cited page exists in the panel.

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• Move existing v1 or v2 memory data into a v3 install

  Use the official migration tool to bring older memory data into the current release.

  • REPO TencentCloud/TencentDB-Agent-Memory
  • Software and DevOps
  • Advanced
  View prompt

  Using the repo TencentDB-Agent-Memory, read MemoryCore/scripts/migrate-v2-to-v3/README.md and run the migration for my existing <old data location> with the flags it lists. Expected output: a migration summary from the script. Verify that the migrated items appear in the panel at http://localhost:8125.

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• Save a release checklist as a Skill and assign it to a release agent

  Capture a finished release workflow as a reusable skill and equip one agent with it.

  • REPO TencentCloud/TencentDB-Agent-Memory
  • Software and DevOps
  • Intermediate
  View prompt

  Using TencentDB-Agent-Memory, extract a Release Checklist Skill from the session <session file> and bind it to the agent <release agent name> through the panel at http://localhost:8125. Expected output: the Skill's version, steps, and validation rules, then a checklist run by the agent. Verify the Skill status is shared with the team before it is bound.

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Quick start with Tencent DB Agent Memory

1. Check you have what it needs: Git and a bash-compatible shell; Two sets of LLM API parameters for the memory group and the proxy group, filled into .env; A local machine that can run the three services (memory-core, memory-hub, proxy).
2. Open TencentCloud/TencentDB-Agent-Memory on GitHub and read the README and license.
3. Run git clone https://github.com/TencentCloud/TencentDB-Agent-Memory.git and then cd TencentDB-Agent-Memory/deploy/global-images
4. Run cp .env.example .env, then open .env and fill in the two sets of LLM parameters (memory group and proxy group)
5. Run ./start-all.sh and wait for it to finish; it prints a one-liner to paste into Claude
6. Open http://localhost:8125 to confirm the panel loads

These steps come from our top use case, Give Claude Code and Codex one shared memory server, which also has a copy-paste agent prompt.

Using the Deduped MCP, get the setup steps for TencentCloud/TencentDB-Agent-Memory

claude mcp add --transport http deduped https://dedupedai.com/mcp

Tencent DB Agent Memory alternatives · Best AI repos for Software and DevOps

About this repo

• Who it is forDevelopers and small teams who run several AI coding agents and want them to share project context, skills, and code knowledge.
• Why it is hot+1,720 stars this week, 30k total, picked up by one AI source we track
• LanguageTypeScript
• Sourcegithub.com/TencentCloud/TencentDB-Agent-Memory · Back to Hot repos

Requirements

• Git and a bash-compatible shell
• Two sets of LLM API parameters for the memory group and the proxy group, filled into .env
• A local machine that can run the three services (memory-core, memory-hub, proxy)
• An agent client that accepts a custom base URL, such as Claude Code or Codex

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