Task fit
30%15 points for catalog classification, 8 for an explicit category tag, and 7 when the name, description, or tags match: memory, context, session, archive, history, recall, knowledge.
Back to plugin directoryCatalog snapshot: Aug 14, 2026, 01:01 PM UTC
Evidence-weighted score
Best Memory Plugins for DeepSeek Harness
Memory, context, session, and knowledge plugins ranked by more than popularity alone.
204 candidates evaluatedCatalog snapshot: 2026-08-14
Published selection rule
How this ranking works
Standalone, installable public repositories classified as Memory. Upstream, directory/list, archived, adaptation-required, watch, removed, placeholder, and non-plugin records are excluded; category fit is checked again against names, descriptions, and tags.
Ties are resolved by maintenance score, then Stars, then repository name.
100
point scale
Maintenance
25%25 points if updated within 30 days; then 20 within 90, 14 within 180, 8 within 365, and 2 thereafter.
Adoption
20%Stars are bucketed, not directly sorted: 20 at 1,000+, 17 at 250+, 14 at 50+, 10 at 10+, 7 at 3+, and 4 at 1+.
Community resilience
10%Forks are bucketed: 10 at 100+, 8 at 25+, 6 at 10+, 4 at 3+, and 2 at 1+.
Catalog evidence
15%8 points for Awesome + Topic, 6 for Awesome only, or 2 for Topic only; 4 for an 80+ character English description or 2 for 30+; 3 for 3+ tags or 1 for 1–2.
Scores use public catalog and repository metadata. They do not replace hands-on evaluation, permission review, or a security audit.
Scored results
Top picks
- 1Pick
Vibe Skills
memoryforyourhealth111-pixel / Vibe-Skills
VibeSkills is a general-purpose Skill that automatically routes local Skills and intelligently orchestrates harness workflows.
2.7K stars223 forksAug 11, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 223 forks provide a community resilience signal
- 2Pick
Mnemon
memorymnemon-dev / mnemon
LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with Claude Code, OpenClaw, and any CLI agent.
430 stars60 forksAug 13, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 60 forks provide a community resilience signal
- 3Pick
Rea
memorymorluto / rea
Reverse engineer anything with agents, from app behavior down to native binaries.
305 stars25 forksAug 14, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 25 forks provide a community resilience signal
- 4
Sivtr
memoryAriestar / sivtr
A unified agent memory workspace for human and agent
131 stars18 forksAug 14, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 18 forks provide a community resilience signal
- 5
Jacobian
memorymorluto / jacobian
Pure mathematics for agents: search for examples and counterexamples, compute exactly, and independently check what a result proves.
43 stars7 forksAug 14, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 7 forks provide a community resilience signal
- 6
Memory Evolve
memorycsyangwen / dsh-memory-evolve
为 DeepSeek Harness 带来「跨会话长期记忆 + 后台自我进化」能力的纯插件实现：五轨记忆 · git 分支感知 · 回合内自我审查 · 技能自我进化与技能管理器 · 四轨待办 · COI 调度 · 会话广播 · 会话搜索 · 提示词管理器 · 临时信息便签——零核心修改、零运行时依赖，随装随用、卸载即净。
40 stars4 forksAug 14, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 4 forks provide a community resilience signal
- 7
Flameox
memorymorluto / flameox
Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.
31 stars1 forksAug 14, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 8
Automation
memorytitanwings / dsh-automation
DSH 自动化插件：让 Coding 任务按计划在全新 Agent Session 中运行，并由用户或 Agent 创建和管理定时任务。 / Run coding tasks in fresh Agent sessions and manage schedules from DSH Web or an Agent.
27 stars1 forksAug 14, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 9
Context
memorybowenliang123 / dsh-context
A DeepSeek Harness plugin for Context insight panel — a Context tab in the web UI showing what the model's context window is made of and how it evolves.
18 stars1 forksAug 14, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree
- 10
Leantoken
memorymorluto / leantoken
Code intelligence for agents: find the code that matters and keep your context window and tokens lean.
16 stars2 forksAug 14, 2026Why it placed here
- Updated within the last 30 days
- Category, tags, and task language agree