adoption ·
Organic ranking
Install Base
Ranked by current install base, weighted toward actively running ClawHub skills.
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
@pskoett
@steipete
@spclaudehome
Tier breakdown
Quality composition
9 S-tier, 3 A-tier, 18 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-agent
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or opera
|
@pskoett
|
S | 333.9K · — | 2.9K | Moderate | Low risk |
| 2 |
Summarize
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
|
@steipete
|
B | 225.2K · — | 871 | Moderate | Low risk |
| 3 |
Skill Vetter
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other so
|
@spclaudehome
|
B | 173K · — | 737 | Inactive | Low risk |
| 4 |
Github
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI r
|
@steipete
|
B | 140.5K · — | 467 | Moderate | Low risk |
| 5 |
Proactive Agent
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve
|
@halthelobster
|
S | 128.3K · — | 658 | Inactive | Low risk |
| 6 |
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 |
| 7 |
ontology
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (
|
@oswalpalash
|
S | 143.8K · — | 434 | Inactive | Low risk |
| 8 |
Gog
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
|
@steipete
|
B | 137.1K · — | 789 | Moderate | Low risk |
| 9 |
Weather
Get current weather and forecasts (no API key required).
|
@steipete
|
B | 117.1K · — | 331 | Moderate | Low risk |
| 10 |
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 |
| 11 |
Nano Pdf
Edit PDFs with natural-language instructions using the nano-pdf CLI.
|
@steipete
|
B | 79.6K · — | 194 | Moderate | Low risk |
| 12 |
Obsidian
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
|
@steipete
|
B | 70.3K · — | 281 | Moderate | Low risk |
| 13 |
Humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing
text to make it sound more natur
|
@biostartechnology
|
B | 76.9K · — | 485 | Inactive | Low risk |
| 14 |
Sonoscli
Control Sonos speakers (discover/status/play/volume/group).
|
@steipete
|
B | 70.5K · — | 47 | Moderate | Low risk |
| 15 |
Nano Banana Pro
Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edi
|
@steipete
|
A | 74K · — | 293 | Moderate | Low risk |
| 16 |
Notion
Notion API for creating and managing pages, databases, and blocks.
|
@steipete
|
B | 69.6K · — | 217 | Moderate | Low risk |
| 17 |
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 |
| 18 |
AdMapix
Ad intelligence & app analytics assistant. Search ad creatives, analyze apps, view rankings, track downloads/r
|
@fly0pants
|
S | 78K · — | 208 | Inactive | Low risk |
| 19 |
Tavily 搜索
Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources /
|
@jacky1n7
|
B | 67K · — | 183 | Inactive | Low risk |
| 20 |
Baidu Search
Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topic
|
@ide-rea
|
S | 68.1K · — | 177 | Moderate | Low risk |
| 21 |
Polymarket
Query Polymarket prediction markets - check odds, trending markets, search events, track prices and momentum.
|
@joelchance
|
A | 71.2K · — | 28 | Inactive | Low risk |
| 22 |
Mcporter
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including
|
@steipete
|
B | 49.4K · — | 148 | Moderate | Low risk |
| 23 |
API Gateway
Connect to 100+ APIs (Google Workspace, Microsoft 365, GitHub, Notion, Slack, Airtable, HubSpot, etc.) with ma
|
@byungkyu
|
S | 59.4K · — | 290 | Moderate | Low risk |
| 24 |
Auto-Updater Skill
Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies
|
@maximeprades
|
B | 60.4K · — | 327 | Moderate | Low risk |
| 25 |
Openai Whisper
Local speech-to-text with the Whisper CLI (no API key).
|
@steipete
|
B | 59.2K · — | 253 | Moderate | Low risk |
| 26 |
Automation Workflows
Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identif
|
@jk-0001
|
B | 54.3K · — | 222 | Moderate | Low risk |
| 27 |
Brave Search
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web con
|
@steipete
|
A | 46.6K · — | 168 | Moderate | Low risk |
| 28 |
Agent Browser
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based elemen
|
@matrixy
|
B | 52.2K · — | 172 | Moderate | Low risk |
| 29 |
Free Ride - Unlimited free AI
Manages free AI models from OpenRouter for OpenClaw. Automatically ranks models by quality, configures fallbac
|
@shaivpidadi
|
S | 48.1K · — | 350 | Moderate | Low risk |
| 30 |
Video Frames
Extract frames or short clips from videos using ffmpeg.
|
@steipete
|
B | 36.4K · — | 97 | Moderate | Low risk |
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