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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 | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | 2 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 | 9 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/ | 37k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Required groundwork before any use_figma call: the rules and reference files for running JavaScript in a Figma file through the Plugin API without common failures. | warpdotdev/ | 65k | 4 repos | ~4.4k | Automated safety check: Pass | AGPL-3.0 | today |
| 5 | Builds walkthrough videos from Stitch design projects using Remotion, with transitions, zoom effects and text overlays on each screen. | google-labs-code/ | 8.4k | 6 repos | ~3.2k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 6 | 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 | today |
| 7 | Builds resumes as valid JSON for the open-source Reactive Resume app by interviewing you, and can track job applications through its MCP tools. | reactive-resume/ | 44k | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 8 | 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 | 5 days ago |
| 9 | Reads the state and results of Caveman Cloud experiments and reports one recommendation or a block, without changing an experiment's lifecycle itself. | JuliusBrussee/ | 110k | 1 repo | ~975 | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Searches and rewrites code by syntax-tree shape across 25 languages with ast-grep, for codemods, structural queries and YAML lint rules, using a Python wrapper script. | code-yeongyu/ | 70k | — | ~3.3k | Automated safety check: Pass | MIT | today |
| 11 | Runs the Cognee AI memory platform in Docker, from a one-file prebuilt image to a full compose stack with UI, MCP server, Postgres and Neo4j. | topoteretes/ | 32k | 1 repo | ~901 | Automated safety check: Notes | Apache-2.0 | today |
| 12 | Guides finding, installing, customizing and wiring up shadcn/ui components in a project, with MCP tools for the component catalog and registries. | google-labs-code/ | 8.4k | 4 repos | ~2.3k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 13 | Scans a list of trading symbols in TradingView for setups, patterns or strategy results and reports them as a ranked comparison table. | tradesdontlie/ | 6.8k | 2 repos | ~447 | Automated safety check: Pass | Unknown | 2 mo ago |
| 14 | 14.Composio Route and complete Composio work across Composio For You and Composio Platform. | ComposioHQ/ | 30k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | today |
| 15 | Turns a Figma frame or component into production code that matches the design, using the Figma MCP server and the project's own design system. | warpdotdev/ | 65k | 4 repos | ~2.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 16 | 16.Effect V4 Write, review, or upgrade Effect v4 code in the Composio CLI, cli-keyring, and json-schema-to-effect-schema packages, all pinned exactly to effect@4.0.0-rc.117 — Context.Service and explicit layers… | ComposioHQ/ | 30k | — | ~1k | Automated safety check: Pass | MIT | today |
| 17 | Query and invoke tools on MCP servers using fastmcp list and fastmcp call. | PrefectHQ/ | 28k | 1 repo | ~823 | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Connects an agent to a real Chrome instance through the Chrome DevTools MCP server, so it can inspect the DOM, read console errors and profile performance directly. | addyosmani/ | 102k | 4 repos | ~3.5k | Automated safety check: Warn | MIT | 4 days ago |
| 19 | Decides whether an agent skill is safe to install by combining a SkillSpector static scan with the agent's own source review, ending in APPROVE, CAUTION or REJECT. | NVIDIA/ | 20k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Checks whether a sofa, table, bed or appliance fits in a measured Pascal room and reports only what the evidence supports, or asks for the missing measurements. | pascalorg/ | 25k | — | ~5.1k | Automated safety check: Pass | MIT | today |
| 21 | 21.Release Cut a FastMCP release end to end. An agent skill from PrefectHQ/fastmcp. | PrefectHQ/ | 28k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | Sets the rules for an agent working inside Rowboat Spaces: reply in the thread you were asked in, mention people and agents correctly and hand off work without loops. | rowboatlabs/ | 18k | — | ~846 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI. | MemPalace/ | 59k | — | ~1.4k | Automated safety check: Pass | MIT | today |
| 24 | UI/UX design intelligence for web and mobile. An agent skill from saoudi-h/solar-icons. | saoudi-h/ | 182 | 18 repos | ~11k | Automated safety check: Notes | Unknown | yesterday |
| 25 | Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode. | giancarloerra/ | 3.3k | 1 repo | ~1.8k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 26 | Development conventions and architecture guide for the Claude Code CLI repository. | codeaashu/ | 3.4k | 1 repo | ~2.7k | Automated safety check: Pass | Proprietary | 1 mo ago |
| 27 | A skill your agent uses when making a demo, tutorial, or feature video of Nuclear. | nukeop/ | 19k | — | ~892 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 28 | Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence. | charmbracelet/ | 29k | — | ~3.7k | Automated safety check: Pass | Unknown | today |
| 29 | What the invisible_playwright_mcp browser server needs on this machine - the patched Firefox it drives, which the server downloads on its own the… | feder-cr/ | 32k | — | ~309 | Automated safety check: Notes | MIT | yesterday |
| 30 | Trains or fine-tunes language and vision models with TRL or Unsloth on Hugging Face Jobs cloud GPUs, then converts the results to GGUF. | huggingface/ | 11k | 3 repos | ~7.2k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 31 | Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash. | mksglu/ | 26k | — | ~4.1k | Automated safety check: Pass | Unknown | today |
| 32 | 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 |
| 33 | Migrates the compatible subset of settings and global file-based MCP servers from the Warp desktop app into Warp Agent CLI without exposing credentials or state. | warpdotdev/ | 65k | 1 repo | ~2.1k | Automated safety check: Pass | AGPL-3.0 | today |
| 34 | Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization. | MemPalace/ | 59k | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 35 | Test a candidate OpenSEO skill end to end by running fresh, isolated Codex sessions against the local backend and scoring the reports they save. | every-app/ | 23k | — | ~1.8k | Automated safety check: Notes | MIT | today |
| 36 | Run Nx generators with prioritization for workspace-plugin generators. | nrwl/ | 29k | 2 repos | ~592 | Automated safety check: Notes | MIT | today |
| 37 | 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 |
| 38 | This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions | Chen-zexi/ | 730 | 4 repos | ~1.3k | Automated safety check: Pass | MIT | 8 mo ago |
| 39 | 39.Avatar Video Create AI avatar videos with precise control over avatars, voices, scripts, scenes, and backgrounds using HeyGen's v2 API. | calesthio/ | 65k | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 40 | 40.Llmwiki Build and use a persistent, citation-traceable knowledge wiki from documents, research papers, notes, or project documentation. | atomicstrata/ | 2.2k | 1 repo | ~814 | Automated safety check: Pass | MIT | today |
| 41 | Guides end-to-end testing of the Qwen Code CLI in headless mode with real model calls, MCP test servers and inspection of raw API traffic. | QwenLM/ | 28k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 42 | Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. | gotalab/ | 414 | 5 repos | ~1.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 43 | Sets up a TradingView chart with a symbol, timeframe and indicators, marks key levels, takes a screenshot and reports price range, levels and overall bias. | tradesdontlie/ | 6.8k | 3 repos | ~515 | Automated safety check: Pass | Unknown | 2 mo ago |
| 44 | Detects the type of a knowledge source and uses the Skill Seekers MCP tools to turn docs, repos, PDFs or videos into packaged AI skills. | yusufkaraaslan/ | 15k | — | ~760 | Automated safety check: Pass | MIT | 6 days ago |
| 45 | Operates Cap, the screen recording and sharing tool, through its local MCP tools or cap command instead of browser automation: library, transcripts, comments and sharing. | CapSoftware/ | 23k | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 46 | Adds Preline UI components and blocks to HTML files by querying the Preline MCP server, with rules for exact slugs and for clarifying vague requests. | htmlstreamofficial/ | 6.5k | — | ~2.9k | Automated safety check: Pass | Unknown | 1 mo ago |
| 47 | Sets up and troubleshoots a local agentmemory install, covering the MCP connection, environment variables, ports, authentication and optional feature flags. | rohitg00/ | 29k | — | ~1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 48 | Collects content from WeChat articles, web pages, YouTube, podcasts, documents and more, uploads it to NotebookLM and generates podcasts, slides or mind maps. | joeseesun/ | 6.2k | — | ~3.6k | Automated safety check: Pass | MIT | 2 days ago |