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1,234+ skills in one bundle. Single install across AI coding assistants.
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Top AI/ML & Agent Tooling Skills
Build skills, MCP servers, and agent infra. Claude API SDK, skill-creator, mcp-builder.
22 skills indexed · ranked by composite score · updated August 19, 2026
Top 6 AI Agent Tooling skills
- 1.antigravity-awesome-skills—1,234+ skills in one bundle. Single install across AI coding assistants.
1,234+ skills in one bundle. Single install across AI coding assistants.
- 2.create-payment-credential—Stripe's answer to agentic checkout: one-time payment credentials so an agent can buy without ever seeing the underlying card.
Stripe's answer to agentic checkout: one-time payment credentials so an agent can buy without ever seeing the underlying card.
- 3.qdrant-advisor—A self-updating vector-database skill: it fetches current Qdrant guidance at run time instead of shipping a snapshot that rots.
A self-updating vector-database skill: it fetches current Qdrant guidance at run time instead of shipping a snapshot that rots.
- 4.dbhub—One skill across Postgres, MySQL, SQL Server, MariaDB and SQLite — and its actual job is forcing explore-before-query on real schemas.
One skill across Postgres, MySQL, SQL Server, MariaDB and SQLite — and its actual job is forcing explore-before-query on real schemas.
- 5.composio—1,000+ SaaS integrations as one skill. OAuth lifecycle, scoped credentials, structured actions.
1,000+ SaaS integrations as one skill. OAuth lifecycle, scoped credentials, structured actions.
- 6.supabase-skill—Supabase done right. RLS policies, edge functions, realtime, auth — in idiomatic patterns.
Supabase done right. RLS policies, edge functions, realtime, auth — in idiomatic patterns.
About AI/ML & Agent Tooling
The best agent skills for AI/ML and agent tooling in 2026 are Anthropic's official `skill-creator`, `mcp-builder`, and `claude-api` Skills — the canonical patterns for scaffolding new SKILL.md files, building MCP servers in FastMCP or the TypeScript SDK, and integrating the Claude API with prompt caching and the Agent SDK. AI/ML & agent tooling Skills are the meta-layer — Skills that help you build other Skills, MCP servers, agent infrastructure, and Claude API applications. The category centers on Anthropic's official skill-creator, mcp-builder, and claude-api Skills, which encode the canonical patterns for each.
Common workflows include scaffolding a new Skill from a single description, running evaluations to test a Skill's triggering accuracy, optimizing a Skill's description for better LLM dispatch, building a new MCP server in Python (FastMCP) or TypeScript (MCP SDK), wiring prompt caching into a Claude API application, migrating Claude API code between model versions, and authoring agent personas with custom system prompts. Several Skills target the upcoming Claude Agent SDK for custom agent runtimes.
AI engineers, builders shipping AI products, MCP server authors, and indie developers writing custom Skills use these heavily. Composite scoring is dominated by provenance (Anthropic-authored Skills sit at the top), recency (these Skills age fast as models and SDKs evolve), and the quality of bundled examples — Skills that ship working code samples vastly outperform pure-documentation Skills.
Ranked by score
Best AI Agent Tooling Skills
Skills that do ai agent tooling well — ranked transparently.
Verified
Stripe's answer to agentic checkout: one-time payment credentials so an agent can buy without ever seeing the underlying card.
Agentic checkoutStripe LinkPayments
Verified
A self-updating vector-database skill: it fetches current Qdrant guidance at run time instead of shipping a snapshot that rots.
QdrantVector searchTroubleshooting
Verified
One skill across Postgres, MySQL, SQL Server, MariaDB and SQLite — and its actual job is forcing explore-before-query on real schemas.
MCPSQLMulti-engine
Verified
1,000+ SaaS integrations as one skill. OAuth lifecycle, scoped credentials, structured actions.
OAuthSaaSAction-taking
Verified
Supabase done right. RLS policies, edge functions, realtime, auth — in idiomatic patterns.
PostgresRLSRealtime
Verified
The vector-database skill that ships executable scripts rather than prose — the agent runs the query instead of describing it.
WeaviateVector searchHybrid search
Verified
Stripe done right. Checkout, subscriptions, webhooks, idempotency, metered billing.
StripePaymentsWebhooks
All surfaces
Medium4 min
Verified
Notion API: page/database CRUD, block hierarchies, rich text, schema sync.
NotionAPICMS
Verified
Shopify Storefront API: cart, checkout, metafields, customer accounts, Hydrogen patterns.
ShopifyCommerceHydrogen
Code
Medium4 min
Official
Bootstrap the right plugin stack for your role in one guided pass.
SetupCoworkOnboarding
Code
Low5 min
Official
Build new MCP servers. The official scaffold + design walkthrough.
MCPServerScaffold
Official
Build new skills interactively. Output is a clean SKILL.md ready to publish.
AuthoringSKILL.md
Official
Always-current Claude API reference and SDK docs. Bundled with Claude Code.
APISDKDocs
Code
Low1 min
Code
Low1 min
Official
Rebind keys and add chords without reading the keymap docs.
KeybindingsShortcutsConfig
Code
Low1 min
Official
Cuts the permission-prompt friction by learning your safe-tool patterns.
PermissionsAllowlistProductivity
Code
Low2 min
Community
232+ skills across engineering, marketing, product, compliance, advisory.
BundleMulti-discipline
Official
Tailor a plugin to your org's stack in one pass.
PluginsCustomizationCowork
Official
Scaffold a new plugin from scratch with guided prompts.
PluginsScaffoldCowork
Community
Multi-agent orchestration. Spawn parallel subagents and merge their outputs reliably.
Multi-agentSubagentsParallel
FAQ
Frequently asked
What does skill-creator do?
It scaffolds a new Skill from a description, generates the SKILL.md with proper frontmatter, sets up the directory structure, and includes any helper scripts. It also runs evals to measure how reliably the Skill triggers.
How do I build an MCP server?
Use the mcp-builder Skill — it walks you through FastMCP (Python) or the MCP TypeScript SDK, sets up the tool definitions, handles auth, and tests the server against Claude Code.
When should I migrate Claude API code to a new model?
The claude-api Skill handles migration between Claude 4.5 → 4.6 → 4.7 and replaces references to retired models. Run it after any major Anthropic announcement.
Do these Skills include prompt caching guidance?
Yes — claude-api enforces prompt-cache adoption in new applications, since the 5-minute TTL meaningfully changes how you structure conversations.
Is the Claude Agent SDK supported?
Several Skills target the Agent SDK for custom runtime work — subagents, headless mode, custom tools — but the surface is moving quickly. Check the lastUpdated field.
Go deeper
Guides and comparisons for AI Agent Tooling
Ranked recommendations with the reasoning, per-agent compatibility cuts, and head-to-head verdicts.
- Top AI/ML & Agent Tooling Skills for Cursor →
The 7 ai agent tooling agent Skills with verified Cursor compatibility, ranked by composite score, with the install command for Cursor and what is not verified there yet.
- Top AI/ML & Agent Tooling Skills for Codex →
The 7 ai agent tooling agent Skills with verified Codex compatibility, ranked by composite score, with the install command for Codex and what is not verified there yet.
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