VerifyClaw continuously scans, scores & verifies the OpenClaw skill ecosystem — 80k+ skills graded and graphed, MCP servers tested against SAFE-MCP.
⚡ Near-real-time skill sync🕸️ Graph visualization🔎 Semantic discovery🧠 IntelligenceiIntelligence — the Skill Architect. Describe a goal and it composes a deployable agent from real registry skills, and surfaces ecosystem gaps, emerging trends, and an audit of best / duplicate / abandoned skills.📋 25 grammar-based threat patterns🧬 SAFE-MCP 86-check MCP test
Registry Skills
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signatures
📊 Registry Overview
🕸️ Graph
🔍 Scan
📋 Patterns
👤 Authors
🏆 Rankings
🔥 Popular
🧠 Intelligence
💬 Discovery
🧬 MCP Test
MCP Test · SAFE-MCP battery
Paste an MCP server's Git link and run the full SAF-MCP coverage battery — 73 published SAF-MCP techniques plus 13 ClawScan extensions, across 14 ATT&CK-aligned tactics. Static signature, sandboxed-live, and auth-aware checks roll up into a per-tactic resistance matrix and a trust score.
33 of 86 techniques have static detectors and run on a bare git link. 2 runtime techniques now have a live detonation harness (microVM-isolated). The rest are runtime/auth-behavioral, reported as pending, and never scored as a pass.
86
73 SAF-MCP + 13 ext
33
static detectors
1
live, net-new
52
pending probe
Coverage by tactic
Framework: SAF-MCP — Linux Foundation / OpenSSF, MITRE ATT&CK-aligned. Upstream renamed SAFE-MCP → SAF-MCP (SAFE-T → SAF-T, numbers unchanged). 73 of these are canonical SAF-MCP techniques; 13 are ClawScan extensions, not official.
Risk Distribution iOnly flagged skills appear in these bars. Skills are bucketed by risk score \u2014 CRITICAL \u226575, HIGH 50\u201374, MEDIUM 25\u201349, LOW 1\u201324. A skill that declares no risk-bearing capability scores 0 and is not shown, so LOW = 0 means nothing scored 1\u201324 \u2014 not that there are no safe skills. The safe majority sits at score 0 (see the note below the bars).
Categories
🏆 Top Rated Skills
Rankings not generated yet
🛑 Top Risky Skills
Skill
Author
Risk
Findings
Category
🕸️ Registry Skill Graph
CRITICALHIGHLOWPublisherThreat
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SKILL.md Content
Tier:
🛡️
Paste a SKILL.md and click scan
Threat Patterns
Author Risk Profiles
Reach is per-skill, not per-author yet. The current crawl returns no publisher handle, so these authors (from earlier crawls) aren't linked to the freshly-downloaded skills \u2014 Downloads and Exposure read 0/\u2014 until owner attribution is restored. Real download reach lives in the per-skill Exposure ranking. Published mirrors scanned Skills (publisher-profile counts aren't crawled).
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🔥 Most Popular Skills
Ranked by active downloads from the live ClawHub catalog, with ClawScan risk and the marketplace verdict side by side. A red gap in Agreement means our scanner flags the skill while ClawHub still lists it clean \u2014 the moderation gap, weighted by reach.
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⚡ Utility Distribution
📂 Top Categories
🏆 Top Rated Skills
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📡 Ranking Status
🧠 Skill Architect AI-powered
Describe what you want your agent to do. The Architect will select the best skills from 10K+ in the registry and design an optimal pipeline.