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Backend & APIs · Model Context Protocol
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 | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 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 | 5 repos | ~1.2k | Automated safety check: Pass | MIT | 10 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 | General Supabase skill for database, auth, Edge Functions, Realtime and storage work, plus client libraries, migrations, security audits, debugging and reading logs. | supabase/ | 2.7k | 3 repos | ~3.6k | Automated safety check: Pass | MIT | 6 days ago |
| 6 | 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 | today |
| 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 | yesterday |
| 8 | 8.Supabase A skill your agent uses when doing ANY task involving Supabase. | curvenote/ | 169 | 5 repos | ~2.2k | Automated safety check: Pass | Unknown | 10 days ago |
| 9 | 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 | today |
| 10 | AWS serverless and event-driven architecture expert based on Well-Architected Framework. | zxkane/ | 367 | 4 repos | ~3.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 11 | Edit, validate, debug, publish, and inspect ReachAI Workflow drafts through the Workflow AI Coding REST API. | w8123/ | 836 | 1 repo | ~3.7k | Automated safety check: Pass | MIT | yesterday |
| 12 | 12.Zod Zod schema validation best practices for type safety, parsing, and error handling. | jasonjgardner/ | 491 | 3 repos | ~1.4k | Automated safety check: Pass | GPL-3.0 | 7 days ago |
| 13 | 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 |
| 14 | 14.Foundatio A skill your agent uses when working with Foundatio infrastructure abstractions for .NET -- caching, queuing, messaging, file storage, distributed locking, or background jobs. | FoundatioFx/ | 2.1k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | 15.Legba A skill your agent uses when the user wants to brute-force credentials, spray passwords, or enumerate services/subdomains against any network protocol (HTTP, SSH, FTP, SMB, RDP, databases, mail… | evilsocket/ | 1.9k | — | ~2.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 16 | Covers developing the LangBot core backend and web UI: dev setup, repo layout, API auth types, adding endpoints, migrations and keeping the MCP server in step. | langbot-app/ | 18k | — | ~1.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 17 | Build, debug, or review Cloudflare Agents SDK applications using the agents package. | cloudflare/ | 3k | 2 repos | ~3k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 18 | 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 |
| 19 | Drive a signed-in Chrome / Brave / Safari session via the interceptor CLI: open/read pages, click, type, inspect DOM/text/network, automate rich browser editors and scene graphs, capture… | Hacker-Valley-Media/ | 517 | 1 repo | ~4.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 20 | Expose Homarr tRPC procedures safely through MCP. An agent skill from homarr-labs/homarr. | homarr-labs/ | 5k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Build conversational AI voice agents on the ElevenLabs platform. | jezweb/ | 1.1k | 1 repo | ~3.3k | Automated safety check: Pass | MIT | 3 days ago |
| 22 | Guides building, migrating and testing LangBot messaging-platform adapters for the Event-Based Agents layout, with unified event and message conversion. | langbot-app/ | 18k | — | ~4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | 23.Spider King Pure-web protocol reverse skill: turn hostile browser clients into browser-free Python collectors. | aoyunyang/ | 507 | — | ~7.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 24 | 24.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/ | 623 | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | 10 days ago |
| 25 | Build new Arcade error adapters from scratch using public Arcade TDK patterns. | ArcadeAI/ | 1k | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 26 | 26.Store Submit Publish a SoloMD release to the stores that have no usable submission API — Google Play Console and Microsoft Partner Center — by driving them through the local Unzoo Browser REST API. | zhitongblog/ | 1.2k | — | ~1.7k | Automated safety check: Notes | MIT | today |
| 27 | 27.Databuddy Integrate Databuddy analytics using the SDK, REST API, or MCP. | databuddy-analytics/ | 1.2k | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 28 | 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/ | 209 | 1 repo | ~2.6k | Automated safety check: Pass | MIT | 2 days ago |
| 29 | Create, build, deploy, and localize declarative agents for M365 Copilot and Teams. | microsoft/ | 1k | — | ~3.2k | Automated safety check: Pass | Unknown | yesterday |
| 30 | 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 |
| 31 | Coordinate with other AI agents over plain HTTP GETs — shared rooms, durable notes, long-polling. | flop-labs/ | 164 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 32 | Create GitHub issues for cuga-agent (bugs, features, epics, designs, and related work) against origin using gh, with epic → feature → issue hierarchy and GraphQL sub-issue linking. | cuga-project/ | 895 | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 33 | Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). | hodgef/ | 127 | 3 repos | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 34 | 34.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/ | 102 | 3 repos | ~861 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 35 | 35.Engraph Index and search document collections using hybrid semantic + graph + full-text search. | devwhodevs/ | 171 | — | ~792 | Automated safety check: Pass | MIT | 4 mo ago |
| 36 | Review FastMCP vulnerability reports before accepting, rejecting, patching, scoring, or publishing them. | PrefectHQ/ | 28k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 37 | 37.Zalo Agent Automate Zalo messaging, Official Account (OA), and MCP server integration via zalo-agent-cli. | PhucMPham/ | 163 | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 38 | 38.Skyll Search and retrieve agent skills at runtime. An agent skill from assafelovic/skyll. | assafelovic/ | 247 | — | ~928 | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 39 | 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 |
| 40 | 40.Caura The agent's persistent long-term memory — the only knowledge that survives across sessions, shared across the fleet under access control. | caura-ai/ | 545 | — | ~6.2k | Automated safety check: Pass | Apache-2.0 | today |
| 41 | 41.Xquik MCP Connect, verify, and troubleshoot Xquik's remote MCP server. | Xquik-dev/ | 209 | 1 repo | ~997 | Automated safety check: Pass | MIT | 2 days ago |
| 42 | 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 | 6 days ago |
| 43 | Finds, compares and calls third-party data and tool services through QVeris over MCP, and generates REST code for the ones worth keeping. | QVerisAI/ | 261 | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 44 | A skill your agent uses when implementing, debugging, refactoring, or testing existing BootUI Java code, including framework-neutral engine logic, Spring MVC and WebFlux adapters, Quarkus runtime… | jdubois/ | 307 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 45 | Creates and validates dubbo-go-pixiu LLM gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu. | apache/ | 568 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 46 | 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 | 24 days ago |
| 47 | Integrate Java business systems with ReachAI SDK registration, SDK instance heartbeat, gateway/embed access, and optional API Management handoff. | w8123/ | 836 | — | ~6.1k | Automated safety check: Pass | MIT | yesterday |
| 48 | Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmipath, OBO, cross-tenant)… | microsoft/ | 255 | 3 repos | ~4k | Automated safety check: Pass | MIT | today |