Agent skills

Backend & API skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
2,480 found
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jcrd-reproducibility在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件构建可复现性与实验可重复证据时调用。覆盖环境与依赖版本固定、随机种子与非确定性控制、数据集版本与抽取日期钉死、大模型/API…brycewang-stanfordjira-integrationUse this skill when retrieving Jira tickets, analyzing requirements, updating ticket status, adding comments, or transitioning…mturacjobgptJob search automation, auto apply, resume generation, application tracking, salary intelligence, and recruiter outreach using the…sickn33journey-preflightUse before any Butterbase platform-touching action (or when journey-preflight is invoked directly) to verify the user has a…butterbase-aikafka-producer-consumerManage kafka producer consumer operations. Auto-activating skill for Backend Development. Triggers on: kafka producer consumer…jeremylongshorewriteskegg-pathway-analysisGuide to KEGG pathway enrichment for DEG results. Covers ORA vs GSEA, mandatory directionality splitting, KEGG organism codes…BioTender-maxkeras-deep-learningBuild and debug deep learning models with Keras and TensorFlow backendbrycewang-stanfordKivy Discord Bot with Socket Listener IntegrationIntegrate a Discord bot into a Kivy GUI application that automatically fetches channels and listens to a local socket server to…ECNU-ICALKkotlin-ktor-patternsKtor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and…mturackotlin-mcp-server-generatorGenerate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official…githubkroki-diagram-apiGenerate diagrams from text via Kroki's multi-format rendering APIbrycewang-stanfordlabstepInteract with the Labstep electronic lab notebook API using labstepPy. Query experiments, protocols, resources, inventory, and…FreedomIntelligencelaravel-patternsLaravel architecture patterns, routing/controllers, Eloquent ORM, service layers, queues, events, caching, and API resources for…mturaclaunch-postWrite a developer-audience launch post — Show HN, a Product Hunt blurb, a 'we shipped X' dev blog intro, or a launch tweet…mohitagw15856lens-scholarly-apiSearch 300M+ scholarly and patent records via the Lens.org APIbrycewang-stanfordlibsbml-network-modelingBuild, read, validate, modify SBML biological network models via the libSBML Python API. SBML Levels 1–3, reactions/kinetic laws…BioTender-maxlinking-umls-conceptsLinks entities extracted by OpenMed to UMLS Metathesaurus CUIs using the USER'S OWN UTS API key, with nothing from the…maziyarpanahilistenhub-tts使用 ListenHub API 将文本转换为语音(TTS)。支持三种模式:快速合成(/v1/tts)、 多角色脚本(/v1/speech)、长文本流式合成(/v1/flow-speech/episodes)。…smallnestwritesllm-cost-latency-budgetModel the cost and latency of an LLM feature before it ships and surprises the bill. Use when asked to estimate LLM API costs…mohitagw15856llm-integrationLLM integration patterns including API usage, streaming, function calling, RAG pipelines, and cost optimizationrohitg00llm-providerAdds a new LLM provider implementing LLMProvider interface with call() and stream() methods. Integrates with provider factory in…caliber-ai-orglobsterdomainsRegister ICANN domains with crypto payments (USDC/USDT/ETH/BTC) via API — built for AI agentsdavepoonlocal-ttsGenerate speech locally from text using VoxCPM2 (2B params, Apache-2.0). 30 languages, voice design (describe a voice), voice…jeremylongshorelokalise-performance-tuningOptimize Lokalise API performance with caching, pagination, and bulk operations. Use when experiencing slow API responses…jeremylongshorewriteslong-polling-handlerManage long polling handler operations. Auto-activating skill for API Integration. Triggers on: long polling handler, long…jeremylongshorewriteslspUse when Codex needs language-server diagnostics, definitions, references, symbols, or rename safety checks in the current…code-yeongyulucidchart-performance-tuningOptimize Lucidchart API integration performance with caching, batch shape operations, and pagination strategies. Use when diagram…jeremylongshorewritesmailtrap-sending-emailsConfigure or troubleshoot Mailtrap live email sending with Email API, SMTP, transactional streams, bulk streams, or batches.sickn33managed-model-endpointsRegister a model service in the managed family — a local model server container the daemon starts/stops on demand, or a remote…BioTender-maxmanaged-model-endpointsExplain Wisp's current managed-model endpoint boundary and plan a safe integration. Use when the user asks to register, start…xuzhougengmanifestInstall and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or…sickn33mapping-to-snomedMaps clinical concept spans extracted by OpenMed to SNOMED CT concepts through a USER-SUPPLIED terminology server (the user's own…maziyarpanahimarkdown-to-confluencePublishes a local Markdown file to a user-specified Confluence location, creating a new page or updating an existing one through…testdoublemcp-builderGuide the creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services…waybarriosmcp-copilot-studio-server-generatorGenerate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and…githubmcp-developmentMCP server development including tool design, resource endpoints, prompt templates, and transport configurationrohitg00mcp-install-helperUse when helping users install, import, repair, or verify MCP server configurations in Agent Deck.a-streetcodermcp-registryMCP server registry, auto-discovery, configuration, custom server development guidevibeevalmcp-server-patternsBuild MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or…mturacmcpmed-bioinformatics-serverModel Context Protocol (MCP) server for bioinformatics web services like GEO, STRING, and UCSC Cell Browser.FreedomIntelligencememcached-config-helperConfigure with memcached config helper operations. Auto-activating skill for Backend Development. Triggers on: memcached config…jeremylongshorewritesmemory-reviewReview the file-based memory store via the Agent Monitor Config Explorer API: the user and project CLAUDE.md plus per-project…hoangsonwwmendeley-apiManage references and search Mendeley's catalog via REST APIbrycewang-stanfordmercury-mcpCheatsheet for the Mercury (proton) MCP tools. Use when connected to the Mercury MCP server to look up which mercury_* tool to…sickn33meta-adsWhen the user wants to set up, optimize, or manage Meta (Facebook/Instagram) Ads. Also use when the user mentions "Meta Ads,"…kostja94microservices-designMicroservices design patterns including service mesh, event-driven architecture, saga pattern, and API gatewayrohitg00mindtickle-performance-tuningOptimize MindTickle API integration performance with caching, bulk progress queries, and webhook processing. Use when learner…jeremylongshorewritesminecraft-bukkit-proMaster Minecraft server plugin development with Bukkit, Spigot, and Paper APIs.sickn33
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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