TencentDB-Agent-Memory: TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline

by Tencent · Codex Skill · ★ 4.5k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 69/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentai-agentembeddingllmlocal-firstlong-term-memorymemoryopenclaw-pluginvector-search

Quick Facts

Stars4,540
Forks379
LanguageTypeScript
CategoryCodex Skill
Quality Score69/100
Open Issues56
Last Updated2026-06-02
Created2026-04-07
Platformsnode
Est. Tokens~216k

About TencentDB-Agent-Memory

Agents remember,Humans innovate. Highlights · Overview · Core Technology · Features · Quick Start English · 简体中文 ✨ Highlights TencentDB Agent Memory = symbolic short-term memory + layered long-term memory. - Symbolic short-term memory offloads heavy tool logs and condenses them into compact Mermaid symbols, cutting token usage and improving task success.

Compatible Skills

These tools work well together with TencentDB-Agent-Memory for enhanced workflows:

  • openclaw-engram — semantic(0.51)+complementary+same_lang+similar_pop+shared_platform (63%)
  • Ori-Mnemos — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (62%)
  • remnic — semantic(0.48)+complementary+same_lang+similar_pop+shared_platform (62%)
  • MoltBrain — semantic(0.38)+complementary+same_lang+similar_pop+shared_platform (58%)
  • OpenFlux — semantic(0.34)+complementary+same_lang+similar_pop+shared_platform (57%)

TencentDB-Agent-Memory alternative? Top 6 similar tools

Looking for a TencentDB-Agent-Memory alternative? If you're comparing TencentDB-Agent-Memory with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • MemOS by MemTensor · ⭐ 12.0k

    Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill r

  • Acontext by memodb-io · ⭐ 3.7k

    Agent Skills as a Memory Layer

  • note-gen by codexu · ⭐ 12.9k

    Capture first. Organize later. A local-first Markdown app that turns scattered records into clear notes with A

  • honcho by plastic-labs · ⭐ 7.0k

    Memory library for building stateful agents

  • gptme by gptme · ⭐ 4.5k

    Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make

  • cipher by campfirein · ⭐ 3.6k

    Byterover Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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