category ·
Organic ranking
Memory Agents
A leaderboard for memory and knowledge-focused agents.
Each board has its own judgment logic — hover any table row to see the specific reasoning.
Order is entirely determined by public data signals — no paid placement.
Window
30 d
Agents ranked
30
Method
Organic ranking
Top 3
Who's leading this board
@ivangdavila
@oswalpalash
@gpyangyoujun
Tier breakdown
Quality composition
9 S-tier, 9 A-tier, 12 B-tier
S top 0.1% · A verified · B real audience · C documented · D unverified
Ranked agents
Sorted by this board's scoring logic. Hover any row for the 'expert reasoning' — algorithm signals translated into plain words explaining why this agent is here.
| # | Agent | Builder | Tier | Downloads | Stars | Maintenance | Risk |
|---|---|---|---|---|---|---|---|
| 1 |
Self-Improving + Proactive Agent
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catch
|
@ivangdavila
|
S | 133.1K · — | 763 | Inactive | Low risk |
| 2 |
ontology
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (
|
@oswalpalash
|
S | 143.8K · — | 434 | Inactive | Low risk |
| 3 |
Multi Search Engine
Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time fi
|
@gpyangyoujun
|
S | 96.5K · — | 476 | Inactive | Low risk |
| 4 |
Skill Creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or updat
|
@chindden
|
B | 60.5K · — | 215 | Inactive | Low risk |
| 5 |
Elite Longterm Memory
Ultimate AI agent memory system for Cursor, Claude, ChatGPT & Copilot. WAL protocol + vector search + git-note
|
@nextfrontierbuilds
|
S | 42.7K · — | 169 | Moderate | Low risk |
| 6 |
ByteRover
You MUST use this for gathering contexts before any work. This is a Knowledge management for AI agents. Use `b
|
@byteroverinc
|
S | 33.1K · — | 107 | Inactive | Low risk |
| 7 |
Memory Setup
Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing
|
@jrbobbyhansen-pixel
|
B | 29.7K · — | 109 | Inactive | Low risk |
| 8 |
Qmd
Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
|
@steipete
|
B | 25.6K · — | 90 | Moderate | Low risk |
| 9 |
Proactive Agent Lite
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, a
|
@bestrocky
|
B | 26K · — | 44 | Inactive | Low risk |
| 10 |
Memory Manager
Local memory management for agents. Compression detection, auto-snapshots, and semantic search. Use when agent
|
@marmikcfc
|
B | 18.5K · — | 78 | Inactive | Low risk |
| 11 |
Markdown.new Skill
Convert public web pages into clean Markdown with markdown.new for AI workflows. Use when tasks require URL-to
|
@joelchance
|
B | 17.6K · — | 39 | Inactive | Low risk |
| 12 |
healthcheck
Track water and sleep with JSON file storage
|
@stellarhold170nt
|
S | 18.5K · — | 9 | Inactive | Low risk |
| 13 |
Agent Memory
Persistent memory for AI agents to store facts, learn from actions, recall information, and track entities acr
|
@dennis-da-menace
|
B | 17.5K · — | 16 | Inactive | Low risk |
| 14 |
Memory Hygiene
Audit, clean, and optimize Clawdbot's vector memory (LanceDB). Use when memory is bloated with junk, token usa
|
@dylanbaker24
|
B | 16.1K · — | 15 | Inactive | Low risk |
| 15 |
Self Reflection
Continuous self-improvement through structured reflection and memory
|
@hopyky
|
B | 12.9K · — | 38 | Inactive | Low risk |
| 16 |
Fastest Browser Use
High-performance browser automation for heavy scraping, multi-tab management, and precise DOM extraction. Use
|
@rknoche6
|
A | 12.5K · — | 40 | Inactive | Low risk |
| 17 |
Planning with files
Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.
|
@othmanadi
|
S | 12.3K · — | 32 | Inactive | Low risk |
| 18 |
AI Persona OS
The complete operating system for OpenClaw agents. Now with 13 Iconic Character souls (Thanos, Deadpool, JARVI
|
@jeffjhunter
|
A | 8.5K · — | 84 | Moderate | Low risk |
| 19 |
Computer Use
Full desktop computer use for headless Linux servers. Xvfb + XFCE virtual desktop with xdotool automation. 17
|
@ram-raghav-s
|
S | 11.6K · — | 35 | Inactive | Low risk |
| 20 |
Video Transcript Downloader
Download videos, audio, subtitles, and clean paragraph-style transcripts from YouTube and any other yt-dlp sup
|
@steipete
|
B | 9.2K · — | 64 | Moderate | Low risk |
| 21 |
Coding
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
|
@ivangdavila
|
S | 10.8K · — | 14 | Inactive | Low risk |
| 22 |
Stock Info Explorer
A Yahoo Finance (yfinance) powered financial analysis tool. Get real-time quotes, generate high-resolution cha
|
@kys42
|
A | 10.4K · — | 14 | Inactive | Low risk |
| 23 |
Skill Creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or updat
|
@yixinli867
|
B | 8.5K · — | 32 | Inactive | Low risk |
| 24 |
Cognitive Memory
Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when set
|
@icemilo414
|
A | 8.3K · — | 27 | Inactive | Low risk |
| 25 |
Self Improving Agent 1.0.2
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or opera
|
@txmerlxn
|
B | 8.6K · — | 19 | Inactive | Low risk |
| 26 |
Clawdbot Security Check
Perform a comprehensive read-only security audit of Clawdbot's own configuration. This is a knowledge-based sk
|
@thesethrose
|
A | 7.5K · — | 33 | Moderate | Low risk |
| 27 |
PARA Second Brain
Organize your agent's knowledge using PARA (Projects, Areas, Resources, Archive) — then make it ALL searchable
|
@halthelobster
|
A | 6K · — | 50 | Inactive | Low risk |
| 28 |
Comprehensive skill for installing, configuring, and managing the OpenClaw ecosystem (Gateway, Channels, Models, Automation, Nodes, and Deployment)
OpenClaw CLI wrapper — gateway, channels, models, agents, nodes, browser, memory, security, automation.
|
@doanbactam
|
A | 7.4K · — | 27 | Inactive | Low risk |
| 29 |
OpenClaw Memory
Manage, optimize, and troubleshoot the OpenClaw memory system — MEMORY.md curation, daily logs (memory/YYYY-MM
|
@weareallsatoshin
|
A | 7.5K · — | 21 | Inactive | Low risk |
| 30 |
baidu baike search
The Baidu Baike Component is a knowledge service tool designed to query authoritative encyclopedia explanation
|
@ide-rea
|
A | 8.6K · — | 3 | Moderate | Low risk |
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