Explore MCP Servers & Agent Skills

io.github.aiskillstore/marketplace/backend-testing

Write comprehensive backend tests including unit tests, integration tests, and API tests. Use when testing REST APIs, database operations, authentication flows, or business logic. Handles Jest, Pytest, Mocha, testing strategies, mocking, and test coverage.

io.github.aiskillstore/marketplace/database-schema-design

Design and optimize database schemas for SQL and NoSQL databases. Use when creating new databases, designing tables, defining relationships, indexing strategies, or database migrations. Handles PostgreSQL, MySQL, MongoDB, normalization, and performance optimization.

io.github.microsoft/skills-for-fabric/sqldw-authoring-cli

Execute authoring T-SQL (DDL, DML, data ingestion, transactions, schema changes) against Microsoft Fabric Data Warehouse and SQL endpoints from agentic CLI environments. Use when the user wants to: (1) create/alter/drop tables from terminal, (2) insert/update/delete/merge data via CLI, (3) run COPY INTO or OPENROWSET ingestion, (4) manage transactions or stored procedures, (5) perform schema evolution, (6) use time travel or snapshots, (7) generate ETL/ELT shell scripts, (8) create views/functions/procedures on Lakehouse SQLEP. Triggers: "create table in warehouse", "insert data via T-SQL", "load from ADLS", "COPY INTO", "run ETL with T-SQL", "alter warehouse table", "upsert with T-SQL", "merge into warehouse", "create T-SQL procedure", "warehouse time travel", "recover deleted warehouse data", "create warehouse schema", "deploy warehouse", "transaction conflict", "snapshot isolation error".

io.github.microsoft/skills-for-fabric/sqldw-consumption-cli

Execute read-only T-SQL queries against Fabric Data Warehouse, Lakehouse SQL Endpoints, and Mirrored Databases via CLI. Default skill for any lakehouse data query (row counts, SELECT, filtering, aggregation) unless the user explicitly requests PySpark or Spark DataFrames. Use when the user wants to: (1) query warehouse/lakehouse data, (2) count rows or explore lakehouse tables, (3) discover schemas/columns, (4) generate T-SQL scripts, (5) monitor SQL performance, (6) export results to CSV/JSON. Triggers: "warehouse", "SQL query", "T-SQL", "query warehouse", "show warehouse tables", "show lakehouse tables", "query lakehouse", "lakehouse table", "how many rows", "count rows", "SQL endpoint", "describe warehouse schema", "generate T-SQL script", "warehouse performance", "export SQL data", "connect to warehouse", "lakehouse data", "explore lakehouse".

io.github.baotoq/micro-commerce/kubernetes-specialist

Use when deploying or managing Kubernetes workloads requiring cluster configuration, security hardening, or troubleshooting. Invoke for Helm charts, RBAC policies, NetworkPolicies, storage configuration, performance optimization.

io.github.baotoq/micro-commerce/kubernetes-architect

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. Masters EKS/AKS/GKE, service mesh (Istio/Linkerd), progressive delivery, multi-tenancy, and platform engineering. Handles security, observability, cost optimization, and developer experience. Use PROACTIVELY for K8s architecture, GitOps implementation, or cloud-native platform design.

io.github.FreedomIntelligence/OpenClaw-Medical-Skills/writing-skills

Use when creating new skills, editing existing skills, or verifying skills work before deployment

io.github.FreedomIntelligence/OpenClaw-Medical-Skills/writing-plans

Use when you have a spec or requirements for a multi-step task, before touching code

io.github.FreedomIntelligence/OpenClaw-Medical-Skills/mcpmed-bioinformatics-server

Model Context Protocol (MCP) server for bioinformatics web services like GEO, STRING, and UCSC Cell Browser.

io.github.FreedomIntelligence/OpenClaw-Medical-Skills/tooluniverse-protein-therapeutic-design

Design novel protein therapeutics (binders, enzymes, scaffolds) using AI-guided de novo design. Uses RFdiffusion for backbone generation, ProteinMPNN for sequence design, ESMFold/AlphaFold2 for validation. Use when asked to design protein binders, therapeutic proteins, or engineer protein function.

io.github.L-LesterYu/OpenClaw-hot-skills-zh/automation-workflows-zh

设计和实施自动化工作流程，节省时间并实现独立创业者的规模化运营。适用于识别需要自动化的重复任务、跨工具构建工作流程、设置触发器和操作，或优化现有自动化流程。涵盖自动化机会识别、工作流程设计、工具选择（Zapier、Make、n8n）、测试和维护。触发词："automate"、"automation"、"workflow automation"、"save time"、"reduce manual work"、"automate my business"、"no-code automation"。

io.github.olasunkanmi-SE/codebuddy/kubernetes

Manage Kubernetes clusters via the kubectl CLI.

io.github.affaan-m/ECC/continuous-learning

自动从Claude Code会话中提取可重复使用的模式，并将其保存为学习到的技能以供将来使用。

io.github.affaan-m/ECC/enterprise-agent-ops

通过可观测性、安全边界和生命周期管理来操作长期运行的代理工作负载。

io.github.affaan-m/ECC/cpp-testing

仅用于编写/更新/修复C++测试、配置GoogleTest/CTest、诊断失败或不稳定的测试，或添加覆盖率/消毒器时使用。

io.github.affaan-m/ECC/agentic-engineering

作为代理工程师，采用评估优先执行、分解和成本感知模型路由进行操作。

io.github.affaan-m/ECC/agent-harness-construction

设计和优化AI代理的动作空间、工具定义和观察格式，以提高完成率。

io.github.wshobson/agents/web-component-design

Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI component libraries, designing component APIs, or implementing frontend design systems.

io.github.wshobson/agents/k8s-security-policies

Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.

io.github.wshobson/agents/code-review-excellence

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.

io.github.wshobson/agents/mobile-ios-design

Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps follow Apple's design principles.

io.github.wshobson/agents/interaction-design

Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or creating delightful user experiences.