MCP servers and skills: search, filter by where they run, and compare.
Curated, auto-updated awesome-list of vetted AI agent skills with quality ratings for Claude, GPT, a
SkillLink only★ 39
36 data-engineering skills for AI coding agents — dbt, Airflow, Dagster, Prefect, Spark, Snowflake, BigQuery, Databricks, Kafka, Iceberg. Portable SKILL.md Agent Skills (the format Anthropic launched
SkillLink only★ 23
A collection of Awesome Finance Agent Skills for free and easy to start | 一系列开源免费的金融分析Agent Skills
SkillApache-2.0★ 3.1kNo key
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的 Claude Code/Codex 期刊技能包，从
SkillMIT★ 1.3kNo key
An open, curated collection of Agent Skills for scientific research — clone it, use it, extend it!
SkillMIT★ 566No key
166 production-ready Claude AI skills organized by corporate role — executive leadership, finance, HR, marketing, sales, legal, operations, engineering, product, data, customer success, procurement &
SkillMIT★ 249No key
炒股/量化交易/选股 AI Skill 合集：收录国内外 GitHub 上的股票分析、量化交易、选股策略 Agent Skills，附索引与合规转载
SkillMIT★ 30No key
Shopify's AI toolkit gives your agent the API. These 9 skills give it the judgment: the Matrixify blank-cell trap, category IDs you never guess, SEO backfill that won't clobber human copy.
SkillMIT★ 49No key
Use this skill when the user asks to "find CVEs for", "check if my domain is breached", "threat intel on", "OSINT on", "security news about", "attack surface of", "is this IP malicious", "what vulnera
in the skill textyour_token` - Token: ### CLI rules (always follow) Always pass `--user-agent apify-awesome-skills/apify-osint-threat-intel` on every `apify` CLI call — it's critical for telemetry, never
OfficialSkillApache-2.0★ 275 in collectionNo key
Claude Code plugin marketplace shipping an SDD pipeline (interview-to-spec, diagnose, spec-approach, tdd, verify) with hooks that turn skill rules into mechanical guarantees.
SkillLink only★ 16
Curated Orkas agents and skills for education, product development, content creation, data analysis, office automation, and e-commerce workflows.
SkillMIT★ 13No key
Scrape e-commerce data for pricing, reviews, bestsellers, and seller discovery across 30+ platforms including Amazon, Walmart, eBay, Shopify, WooCommerce, and more. Use when user asks about product pr
in the skill textanswer via the `apify` CLI. **CLI rules:** Always pass `--user-agent apify-awesome-skills/apify-ecommerce`, `--json` (or the relevant `--format` flag on `datasets get-items`), and
OfficialSkillApache-2.0★ 275 in collectionNo key
Research, spy on, and analyze ads across Meta (Facebook & Instagram), Google (Ads Transparency Center + paid search results), TikTok (Ads Library + Creative Center), LinkedIn Ad Library, and X (Twitte
in the skill textand delivering a synthesized answer. **CLI rules:** Always pass `--user-agent apify-awesome-skills/apify-ads-intelligence`, `--json` (or the relevant `--format` flag on `datasets get-items`), and
OfficialSkillApache-2.0★ 275 in collectionNo key
This skill should be used when the user asks to "analyze a competitor", "compare pricing", "competitive landscape", "market research", "what do customers think", "review intelligence", "hiring signals
in the skill textAPIFY_TOKEN` env var) **CLI rules:** Always pass `--json`, `--user-agent apify-awesome-skills/apify-easy-competitive-intelligence`, and `2>/dev/null`. - **Run actor:** `apify actors call "ACTOR
OfficialSkillApache-2.0★ 275 in collectionNo key
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizonta
OfficialSkillMIT★ 40k in collectionNo key
Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
OfficialSkillMIT★ 40k in collectionNo key
Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant scaling', 'time windo
OfficialSkillMIT★ 40k in collectionNo key
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.
OfficialSkillMIT★ 40k in collectionNo key
Get best practices for XUnit unit testing, including data-driven tests
OfficialSkillMIT★ 40k in collectionNo key
Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP
OfficialSkillMIT★ 40k in collectionNo key
Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or check PR status. Trigger phrases include "show my PRs
OfficialSkillMIT★ 40k in collectionNo key
Get best practices for NUnit unit testing, including data-driven tests
OfficialSkillMIT★ 40k in collectionNo key
Instrument a webapp to send useful telemetry data to Azure App Insights
OfficialSkillMIT★ 40k in collectionNo key
Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify repositories, DAOs, and service layers that in
OfficialSkillMIT★ 40k in collectionNo key
Design or review infrastructure, deployment, CI/CD, Docker, Kubernetes, health checks, rollback, feature flags, production readiness, and mobile release workflows. Use for DevOps, platform, container,
OfficialSkillMIT★ 40k in collectionNo key
Get best practices for JUnit 5 unit testing, including data-driven tests
OfficialSkillMIT★ 40k in collectionNo key
Scaffolds an xUnit integration test project targeting Oracle in .NET solutions. Creates the test project, transaction-rollback base class, and seed data manager. Use only during Phase 3, before writin
OfficialSkillMIT★ 40k in collectionNo key
Pull structured Apple App Store and Google Play data — app metadata, price, rating, the 1–5★ ratings histogram, version, developer, and reviews — and watch it for changes over time. Use when the user
in the skill textfield names: apify actors info "ACTOR_ID" --input \ --user-agent apify-awesome-skills/apify-app-store-intelligence \ 2>/dev/null Pass `--input` **without** `--json`: on Apify CLI 1.10.0 `--input --json
OfficialSkillApache-2.0★ 275 in collectionNo key
Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add nodes', 'resharding', 'data doesn't fit',
OfficialSkillMIT★ 40k in collectionNo key
Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc readiness` and hands off rendering to the
OfficialSkillMIT★ 40k in collectionNo key
Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema conversion, data migration
OfficialSkillMIT★ 40k in collectionNo key
Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded
OfficialSkillMIT★ 40k in collectionNo key
Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.
OfficialSkillMIT★ 40k in collectionNo key
Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.
OfficialSkillMIT★ 40k in collectionNo key
Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation', 'delete old data efficiently', 'social media fe
OfficialSkillMIT★ 40k in collectionNo key
Get best practices for TUnit unit testing, including data-driven tests
OfficialSkillMIT★ 40k in collectionNo key
Creates integration test cases targeting Oracle for .NET data access artifacts. Tests capture Oracle expected behavior as the authoritative baseline; they are written once and later ported to PostgreS
OfficialSkillMIT★ 40k in collectionNo key
Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implement
OfficialSkillMIT★ 40k in collectionNo key
Emit structured agent signals — hands-up, blocked, done, checkpoint, partnership. Signals are written as JSON to .signals/ for dashboard consumption and noted in the journal for persistence.
OfficialSkillMIT★ 40k in collectionNo key
Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, reconciliation report, production vs staging comparison. Uses
OfficialSkillMIT★ 40k in collectionNo key
Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleCommand/OracleDataReader usage, fixes DbType mappings, updates sto
OfficialSkillMIT★ 40k in collectionNo key
Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.
OfficialSkillMIT★ 40k in collectionNo key
Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection befo
OfficialSkillMIT★ 40k in collectionNo key
Before modifying a table, column, stored procedure, view, or trigger in a legacy codebase, trace every place that references it — across other SQL objects (procs, views, triggers) AND application code
OfficialSkillMIT★ 40k in collectionNo key
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
OfficialSkillMIT★ 40k in collectionNo key
Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queries.
OfficialSkillMIT★ 40k in collectionNo key
Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and
OfficialSkillMIT★ 40k in collectionNo key
Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about
OfficialSkillMIT★ 40k in collectionNo key
Who stands behind it
Who stands behind it
