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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation. | anthropics/ | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing. | shareAI-lab/ | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | 12 days ago |
| 3 | Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication. | anthropics/ | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify. | coollabsio/ | 63k | 1 repo | ~949 | Automated safety check: Pass | MIT | yesterday |
| 5 | Turns an OpenAPI or Swagger spec into an MCP server with the mcp-use TypeScript SDK, mapping each operation to a tool, wiring auth, testing and deploying. | mcp-use/ | 11k | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 6 | A skill your agent uses to analyze how a Laravel application is actually written and record its conventions as shared rules. | anonaddy/ | 4.9k | 5 repos | ~3.1k | Automated safety check: Pass | MIT | 4 days ago |
| 7 | Guides building, debugging and testing LangBot plugins: components, SDK calls, README and locale rules, SDK pitfalls and WebSocket-based testing. | langbot-app/ | 18k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Builds, modifies, debugs, migrates and verifies TypeScript MCP servers and MCP Apps with the mcp-use framework, treating the installed package's types as the source of truth. | mcp-use/ | 11k | — | ~923 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 9 | Build and edit Activepieces pieces (integrations) — creating new pieces, adding actions or triggers, or fixing bugs in existing ones. | activepieces/ | 25k | — | ~3.1k | Automated safety check: Notes | Unknown | today |
| 10 | Build, debug, or review Cloudflare Agents SDK applications using the agents package. | cloudflare/ | 3k | 2 repos | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman). | awslabs/ | 1.4k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | Expose Homarr tRPC procedures safely through MCP. An agent skill from homarr-labs/homarr. | homarr-labs/ | 5.1k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | A skill your agent uses whenever a plugin under plugins/<name is updated/pushed, or whenever asked to write a changelog/release for the app or a plugin. | VoidenHQ/ | 1.8k | — | ~857 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 14 | 14.Unbrowse Search and call websites through Unbrowse's hosted API or remote MCP, reuse indexed site tools, read pages, and learn missing routes in its cloud browser. | unbrowse-ai/ | 783 | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 15 | 15.Nubase A skill your agent uses when the user mentions Nubase broadly, wants a backend for an AI-generated app, or needs to deploy/publish generated code online — across Database, Auth, Storage, Assets… | OtterMind/ | 622 | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | 13 days ago |
| 16 | Build new Arcade error adapters from scratch using public Arcade TDK patterns. | ArcadeAI/ | 1k | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 17 | 17.Databuddy Integrate Databuddy analytics using the SDK, REST API, or MCP. | databuddy-analytics/ | 1.2k | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 | today |
| 18 | Use Xquik to fetch X (Twitter) data or act through a connected account: search, profiles, followers, replies, threads, timelines, media downloads, bulk exports, trends, monitors, signed webhooks… | Xquik-dev/ | 211 | 1 repo | ~2.6k | Automated safety check: Pass | MIT | today |
| 19 | The contract every new or modified API endpoint must follow so it is correct for the public OpenAPI spec, the MCP server (npm @trycompai/mcp-server), the ValidationPipe, and the docs. | trycompai/ | 2k | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 20 | A skill your agent uses when adding or changing Archestra backend routes, models, services, API request/response schemas, endpoint permissions, or OpenAPI/codegen for the generated API client. | archestra-ai/ | 4.4k | — | ~1.5k | Automated safety check: Pass | Unknown | today |
| 21 | 21.Zalo Agent Automate Zalo messaging, Official Account (OA), and MCP server integration via zalo-agent-cli. | PhucMPham/ | 166 | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 22 | Review FastMCP vulnerability reports before accepting, rejecting, patching, scoring, or publishing them. | PrefectHQ/ | 28k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | Entry point for building an MCP server: asks about the use case, picks a deployment model and tool-design pattern, then hands off to more specialized skills. | anthropics/ | 38k | 1 repo | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 24 | 24.Xquik MCP Connect, verify, and troubleshoot Xquik's remote MCP server. | Xquik-dev/ | 211 | 1 repo | ~997 | Automated safety check: Pass | MIT | today |
| 25 | Use Tandem Browser's MCP server (local and remote agents) or HTTP API (local and remote agents) to inspect, browse, and interact with the user's shared browser safely. | hydro13/ | 616 | — | ~9.1k | Automated safety check: Pass | MIT | 9 days ago |
| 26 | Finds, compares and calls third-party data and tool services through QVeris over MCP, and generates REST code for the ones worth keeping. | QVerisAI/ | 262 | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 27 | 27.Openai Docs A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions… | aafqaq/ | 103 | 2 repos | ~861 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 28 | A skill your agent uses for authorized, read-only research on public Xiaohongshu content or the local Xiaohongshu-like playground fixture. | jumodada/ | 487 | — | ~768 | Automated safety check: Pass | Unknown | 27 days ago |
| 29 | Create or update IntelliConnect Spring Boot service/serviceimpl code in this repository style. | ruanrongman/ | 147 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 30 | 30.Opsany 通过 opsany-mcp-server 连接 OpsAny 运维平台,实现 CMDB 资源查询和操作、模型管理、工单管理、用户管理、作业执行及主机纳管等全栈运维操作。 | unixhot/ | 181 | — | ~2k | Automated safety check: Pass | Unknown | 2 mo ago |
| 31 | Internal fetcher module for Confluence pages. An agent skill from iurykrieger/claude-bedrock. | iurykrieger/ | 105 | 1 repo | ~2.8k | Automated safety check: Notes | MIT | 5 mo ago |
| 32 | A skill your agent uses for Cachet's Laravel MCP server. An agent skill from cachethq/core. | cachethq/ | 230 | — | ~1.4k | Automated safety check: Pass | MIT | 6 days ago |
| 33 | 33.Openma Use the openma platform to build, deploy, and manage AI agents. | openma-ai/ | 315 | — | ~854 | Automated safety check: Pass | Apache-2.0 | today |
| 34 | 34.Spikard Scaffold Spikard projects and generate code from OpenAPI, AsyncAPI, OpenRPC, GraphQL, and Protobuf schemas using the Spikard CLI or its MCP server. | Goldziher/ | 124 | — | ~799 | Automated safety check: Pass | MIT | today |
| 35 | 35.PR Review Reviews pull requests for the Confluent MCP server. An agent skill from confluentinc/mcp-confluent. | confluentinc/ | 167 | — | ~4.6k | Automated safety check: Notes | MIT | yesterday |
| 36 | Creates and validates dubbo-go-pixiu MCP gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu. | apache/ | 567 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 37 | Use the ghchen99/mcp-musescore MCP server to inspect, navigate, compose, and edit an open MuseScore score through its QML WebSocket plugin. | ghchen99/ | 110 | — | ~1.1k | Automated safety check: Pass | MIT | 3 days ago |
| 38 | Covers the Tiger Brokers OpenAPI Python SDK for market data, stock, futures and options trading, push subscriptions, a CLI and an MCP server, defaulting to paper trading. | qusong0627/ | 1.7k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | Add or retrofit Tenuo authorization for AI-agent tools and effects. | tenuo-ai/ | 103 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 40 | Test Scope locally in Livepeer mode end to end using a prebuilt go-livepeer artifact from the ja/serverless PR, uv run --extra livepeer livepeer-runner, and Scope. | daydreamlive/ | 452 | — | ~2.5k | Automated safety check: Pass | Unknown | 2 mo ago |
| 41 | Create and manage AI video tasks through ClipmivoAI using its MCP server, CLI or REST API. | BarneyD66/ | 142 | — | ~945 | Automated safety check: Pass | MIT | 25 days ago |
| 42 | Developer guide for the LexGuard Korean law MCP server: layer rules, adding tools and repositories, JSON-RPC responses, law API handling, answer rules and tests. | SeoNaRu/ | 131 | — | ~1.1k | Automated safety check: Pass | Unknown | 2 mo ago |
| 43 | Add Yolfi crypto checkout, payment links, and webhook handling to an app through @yolfi/agent or the Yolfi MCP server. | yolfinance/ | 178 | — | ~1.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 44 | Query up-to-date library documentation and code examples using Context7 MCP. | holon-run/ | 116 | — | ~564 | Automated safety check: Pass | MIT | 26 days ago |
| 45 | 45.API Design Use BEFORE adding any new tool, parameter, or endpoint to the Apple Mail MCP server. | s-morgan-jeffries/ | 104 | — | ~876 | Automated safety check: Pass | MIT | 1 mo ago |
| 46 | The single command that gets a DashClaw change ON MAIN AND LIVE — it resolves everything blocking production, never defers, and never hands back a checklist. | ucsandman/ | 311 | — | ~7.2k | Automated safety check: Pass | MIT | yesterday |
| 47 | A skill your agent uses when a drissionpage-mcp task targets an iframe such as a payment widget, challenge, SSO flow, or embedded checkout. | jumodada/ | 487 | — | ~1.2k | Automated safety check: Pass | Unknown | 27 days ago |
| 48 | 48.Observatory Context for the jcodemunch-observatory weekly scorecard — what it tracks, the Monday 06:00 UTC cron, why scores must be pulled live rather than transcribed, the NestJS grade story, and the… | jgravelle/ | 2.8k | — | ~782 | Automated safety check: Pass | Unknown | today |