Agent Skils Hub
Security-graded directory of 179,000+ AI agent tools, MCP servers, and Claude skills.
AgentSkillsHub is a must-bookmark for anyone building with AI agents—the security grading alone justifies a visit, especially given the 26.1% vulnerability rate in agent skills. The absence of an API and enterprise features keeps it from being a daily driver for large teams, but for solo developers and security-conscious teams, it's a free reference that could save you from a costly breach.
Verified 13d ago · liveness 66/100 · cite: rightaichoice.com/tools/agent-skils-hub
- Developers evaluating MCP servers and Claude skills for production
- Security-conscious teams auditing open-source agent tools before installation
- Solo founders seeking production-ready AI coding assistants
- DevOps engineers automating browser and database workflows
- Teams needing mobile or desktop app support
- Organizations requiring enterprise-grade SLAs or dedicated support
- Developers looking for proprietary, closed-source tools
We scan live Reddit threads, YouTube comments, X posts, G2 reviews and other communities — and hand you an honest verdict in under a minute.
- Honest verdict, not marketing
- Real pros & cons from real users
- Attributed quotes with receipts
3 free scans · no card needed
Skip AgentSkillsHub if you need an API, enterprise-grade support, or coverage of proprietary, closed-source tools—or if you rely on human security audits rather than rule-based scans.
AgentSkillsHub is free, with no premium tier or hidden charges—the only cost is your time reading the methodology. It's cheaper than commercial tool-scanning services, though those offer human audits.
In short
Agent Skils Hub — Security-graded directory of 179,000+ AI agent tools, MCP servers, and Claude skills. Best for Developers evaluating MCP servers and Claude skills for production, Security-conscious teams auditing open-source agent tools before installation, Solo founders seeking production-ready AI coding assistants. Free to use.
What's new in Agent Skils Hub
Checked yesterdayAcross the latest 4 updates: 4 news mentions.
We Security-Graded 117,854 AI Agent Skills. Here's What We Found.
Agent Skills Hub graded 117,854 skills: only 17.7% popular enough to grade, 1 in 32 graded skills unsafe, risk concentrated in the long tail.
I Built an 86K AI Skill Directory in 10 Weeks. Here's Why I'm Changing Course.
Agent Skills Hub reports strong traffic but $0 revenue and is pivoting from directory to a trust layer for AI agent deployment.
How I'd Build a SaaS Solo in 6 Weeks Using AI Skills (2026 Stack)
Guide lays out a 5-tier AI skill stack for solo SaaS builds in 6 weeks, with examples from 19 hand-picked projects.
How We Secure 43,000+ AI Agent Tools: A Solo Developer's Security Journey
Agent Skills Hub details its directory security stack: 27 detection rules, a 5-tier trust hierarchy, and LLM-powered analysis.
What people actually say about Agent Skils Hub — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
26 mentions across 1 source (YouTube) · researched Sep 1, 2026.
Average across the 1 source that answered — each source counts once, not each post.
- +Security grading (SAFE/CAUTION/UNSAFE) gives instant trust signals before installing.
- +Huge catalog of 175,000+ tools across MCP, Claude skills, Codex, and more.
- +Open-source (MIT) and offers citable datasets on Zenodo/Hugging Face.
- +Automated refresh every 8 hours keeps listings current.
- +Quality scoring 0-100 across 10 dimensions helps compare tools.
- −Rule-based grading may overlook nuanced security risks.
- −Limited direct user feedback; most buzz is from related content.
- −No support for non-GitHub repositories, limiting coverage.
- −Some users may find the grading overly cautious or not cautious enough.
- −No clear community forum or direct support channel.
- • No explicit hidden costs mentioned in data; pricing info is incomplete.
Viability Score
How well maintained and how widely used is Agent Skils Hub? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Security grading (SAFE, CAUTION, UNSAFE, UNAUDITED)
- Quality scoring 0-100 across six dimensions
- Automated data refresh every 8 hours
- MCP server directory
- Claude skills directory
- Codex skills directory
- AI coding assistant directory
- Prompt library
- 58+ scenario pages
- Compare tool
- Skill Analyzer
- Daily reports of new skills
- Weekly newsletter (top 20 movers)
- Open-source code under MIT
- Citable datasets on Zenodo and Hugging Face
About Agent Skils Hub
AgentSkillsHub is an open-source directory that security-grades over 179,000 AI agent tools indexed from GitHub, covering MCP servers, Claude skills, Codex skills, AI coding assistants, and developer automation utilities. Built for developers and security-conscious teams, it answers the critical pre-install question: 'is this safe to run inside my agent?' Every repository receives a security grade (SAFE, CAUTION, UNSAFE, UNAUDITED) from a rule-based scan based on the SlowMist taxonomy, covering 11 red-flag categories like credential harvesting and curl | sh installers. Independent research cited on the site found 26.1% of agent skills contain security vulnerabilities (Liu et al., 2026), and the platform's own census of 117,854 skills found 1 in 32 graded skills unsafe—so the grading isn't theoretical. Beyond security, each tool gets a 0–100 quality score across six dimensions: completeness, clarity, specificity, examples, README structure, and agent readiness. The directory refreshes automatically every 8 hours, pulling new repositories from GitHub through a six-phase pipeline: search, enrichment, README analysis, quality scoring, classification, and composability analysis. No manual curation skews the rankings—signals are purely data-driven. Browse by category (MCP Server, Claude Skill, Codex Skill, Agent Tool, Prompt Library, AI Coding Assistant) or jump into 58+ scenario pages that rank the best tools for tasks like browser automation, database management, code review, and web scraping. A Compare tool lets you evaluate multiple tools side by side, and the Skill Analyzer provides security grades and platform compatibility checks. Daily reports of new skills and a weekly newsletter (top 20 movers by star velocity) keep you current. AgentSkillsHub is maintained by independent researcher Jason Zhu and runs as a solo project, with the entire source code open under MIT and citable datasets published on Zenodo and Hugging Face. It's positioned as a free, transparent
Behind the Verdict
Start here if you're a developer who installs MCP servers or Claude skills without reading every line of code—AgentSkillsHub gives you a fast, data-driven safety check. The security grading, built on the SlowMist taxonomy, flags red flags like credential harvesting and curl | sh installers, and the 1-in-32 unsafe rate from its own census shows why this matters. It's a free resource that fills a real gap: most directories rank by stars, but this one scores for production-readiness. The quality score across six dimensions (completeness, clarity, specificity, examples, README structure, agent readiness) saves you from wading through 200 READMEs. The 8-hour refresh cycle means new tools appear within hours of being published, which is crucial in a fast-moving ecosystem. The scenario pages—like 'PPT Skills for Codex & Claude' or 'Browser Automation MCP'—are practical shortcuts to ranked shortlists. Where it bites: there's no API, no enterprise SLA, and the grading is rule-based, not a human audit. The methodology page documents those limits, so you know it's a first-line filter, not a guarantee. If you're deploying at scale or need programmatic access, this won't replace a dedicated security review. Also, the project's pivot toward a 'trust layer' (announced in May 2026) signals future direction, but for now it's a directory. Compared to other directories like Toolify or MCP Directory, AgentSkillsHub's security focus is unique. Tools like GitHub's own search or Awesome lists lack any grading. For a solo developer, it's a quick gut-check; for a team, it's a supplementary tool, not a replacement for proper vetting. We'd reach for it every time we're about to install a new agent skill, and we'd recommend it to anyone who's been burned by a shady npm package before.
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Real-world workflow fit
Concrete scenarios for the personas Agent Skils Hub actually fits — and what changes day-one when you adopt it.
You're building a Claude Code project and need a skill for web scraping.
Outcome: Within minutes, you search the directory, filter by security grade SAFE and quality score >80, and pick a top-ranked MCP server or Claude skill, reducing the risk of installing a malicious package.
Your team wants to adopt a new MCP server for browser automation but is worried about supply-chain attacks.
Outcome: You use the Compare tool to evaluate three servers side-by-side, review their security grades and quality scores, and choose the one with SAFE grade, documenting the decision for your team.
You need to automate database workflows and want a reliable AI coding assistant.
Outcome: You browse the database management scenario page, rank tools by quality score, and subscribe to the weekly newsletter to stay updated on new trusted tools.
Use Cases
- Audit a Claude skill's security grade before deploying it in production.
- Compare MCP servers for browser automation to pick the best one for your agent pipeline.
- Discover trending AI coding assistants with high quality scores for solo dev projects.
- Explore curated scenario pages to find tools for database management or code review.
- Subscribe to weekly newsletter to stay updated on fastest-growing AI agent tools.
Limitations
- Security grading is a rule-based first-layer scan built on the SlowMist agent-security taxonomy, not a line-by-line human audit, so some issues may be missed.
- Only 17.7% of the catalog (117,854 skills graded) is popular enough to be graded, and 1 in 32 graded skills is unsafe, with risk concentrated in the long tail.
- Indexing covers GitHub open-source repositories only and refreshes every 8 hours, not in real time.
- Scenario/ranking pages are generated with no manual curation.
as of 2026-08-27
Verification history
We have re-verified Agent Skils Hub 6 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Agent Skils Hub tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Solo developers and security-conscious teams needing a free, fast way to vet open-source AI agent tools before installation.
What this tier adds
Starting tier—free forever, with full access to all 175,000+ security-graded tools, quality scores, and the Skill Analyzer.
Where the pricing makes sense
The company stage and team size where Agent Skils Hub's pricing actually pencils out — and where peers do it cheaper.
AgentSkillsHub is free, with no premium tier or hidden charges—the only cost is your time reading the methodology. It's cheaper than commercial tool-scanning services, though those offer human audits.
Setup time & first value
How long it actually takes to get something useful out of Agent Skils Hub — broken out by persona, not the marketing-page minute.
Setup is instant—no account needed. You can search and filter immediately. The Skill Analyzer runs checks in seconds, and the weekly newsletter requires a simple email signup.
Switching to or from Agent Skils Hub
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From manual GitHub searching: use the category filters and scenario pages to shortlist tools faster than scanning READMEs.
- ↗To commercial security scanners: if you need human audits or API access, export your shortlist from AgentSkillsHub and cross-check with a paid service.
Integrations
Resources & Guides
Tutorials & Learning
YouTube returned 6 videos for “Agent Skils Hub”, and we withheld 6: 6 did not mention Agent Skils Hub. We are showing none, because we could not prove any of them are about Agent Skils Hub.
Official links
Featured Head-to-Head Comparisons
Agent Skils Hub vs Spider Cloud
Choose Spider Cloud if you need to actively fetch live web data for AI agents or RAG pipelines — it's a fast, cost-effective scraping API with Rust engine and recent Browser AI commands. Choose Agent Skils Hub if you're evaluating open-source tools for safety and quality — it's a free, comprehensive directory with security grading, but it doesn't provide data extraction itself. They solve different problems: one is a data-gathering tool, the other a research directory.
Agent Skils Hub vs Temporal Ai
If you need to build reliable, durable AI agents that survive failures, choose Temporal AI. If you're evaluating which open-source MCP server or Claude skill to adopt, Agent Skils Hub's security grading and quality scores are invaluable. For most buyers, these tools are complementary rather than competing.
Agent Skils Hub vs Presto Voice
If you run a QSR chain with drive-thrus, Presto Voice is a proven, high-ROI automation platform backed by major deployments like Dairy Queen and Taco John's. If you're a developer or security team evaluating open-source AI agent tools for production, Agent Skils Hub is an invaluable free resource with security grading and quality scoring. These tools serve completely different needs; choose based on your domain.
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