Topic · Agent Workflows
Best MCP servers skills for Claude Code, Codex and other agents.
- skills
- 2,051
- official
- 233
MCP servers skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | 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 | 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/ | 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 | today |
| 5 | Digs into why code is shaped the way it is by checking git history, pull requests and connected tools in parallel, then reporting a cited read on the tradeoffs. | cursor/ | 10k | 9 repos | ~2.6k | Automated safety check: Pass | No licence | today |
| 6 | Analyze application logs from the .evlog/logs/ directory. An agent skill from activepieces/activepieces. | activepieces/ | 25k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | today |
| 7 | 7.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 |
| 8 | Create agent skills for Microsoft technologies using official documentation. | MicrosoftDocs/ | 1.9k | 3 repos | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | today |
| 9 | 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 |
| 10 | 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 |
| 11 | 11.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 |
| 12 | 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 |
| 13 | 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 |
| 14 | 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 |
| 15 | 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 |
| 16 | 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 |
| 17 | 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 | yesterday |
| 18 | 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 |
| 19 | 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 |
| 20 | 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 | 7 days ago |
| 21 | 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 |
| 22 | 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 |
| 23 | 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 |
| 24 | 24.Fastmcp Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. | Tommy-yw/ | 546 | 4 repos | ~2.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 25 | Makes the agent search the user's MemPalace memory before answering about past work, people, projects or earlier decisions. | MemPalace/ | 59k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 26 | Looks up library and framework documentation through Context7 first, with bundled Node scripts as a fallback that fetch and analyze llms.txt files. | withkynam/ | 1.1k | 2 repos | ~1k | Automated safety check: Notes | MIT | 3 mo ago |
| 27 | Manages Google Workspace operations across 12 services (Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Contacts, Chat, Apps Script, Custom Search). | taylorwilsdon/ | 3.3k | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 28 | Drives CapCut or JianYing through an HTTP and MCP API: create drafts, add video, audio, text, subtitles and effects, preview on the web and batch-produce videos. | sun-guannan/ | 2.3k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 29 | Uses ChatGPT in the browser as the planning and review brain for a Codex session, with Codex keeping all execution and ChatGPT reading the workspace through a bridge. | XiaoDuoYa/ | 7.1k | — | ~11k | Automated safety check: Notes | MIT | 7 days ago |
| 30 | Routing rules for using context-mode MCP tools in Antigravity CLI: sandboxed code runs, file analysis, indexed search and web fetches that keep large output out of the conversation. | mksglu/ | 26k | — | ~850 | Automated safety check: Pass | Unknown | today |
| 31 | AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. | zxkane/ | 367 | 2 repos | ~2.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 32 | 32.Skillshare Manage skills, agents, extras, hooks, plugins, and MCP connection settings with the Skillshare CLI. | runkids/ | 2.7k | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 33 | Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure… | 54yyyu/ | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 34 | 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 |
| 35 | 35.LSP Setup Detects which languages a project uses, installs the matching language server, writes its config and checks it with a real call so diagnostics and go-to-definition work. | code-yeongyu/ | 70k | — | ~1.4k | Automated safety check: Notes | Unknown | today |
| 36 | Connects an MCP-capable agent to the local OpenChatCut video editor to inspect and edit projects through draft edit sessions, with manual approval by default. | 0xsline/ | 2.2k | 1 repo | ~655 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 37 | Connects an agent to Pascal's MCP tools to create, inspect, edit, validate and save editable 3D building scenes, then return a verified editor link. | pascalorg/ | 25k | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 38 | Use the Appllama MCP (mcp.appllama.io) well — research real top-grossing mobile apps, their screens, flows, and UI elements, then build from what you learn. | Appllama/ | 2.5k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 39 | Review how the lean-ctx ctx MCP tools performed in the current session and file upstream issues for confirmed problems. | yvgude/ | 3.9k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | Inspects a project's installed nodemodules and produces three reports: duplicated packages (installed in multiple versions), packages sorted by install size, and maintenance actions (dep-upgrade… | antfu/ | 3k | — | ~2.2k | Automated safety check: Pass | MIT | 21 days ago |
| 41 | 41.Docs Write or revise a page under docs/ for gofastmcp.com. An agent skill from PrefectHQ/fastmcp. | PrefectHQ/ | 28k | — | ~1k | Automated safety check: Pass | Apache-2.0 | today |
| 42 | Migrate an existing agentic PoC/pilot (Claude Code project files, MCP configs, hooks, local tools, openclaw config, or similar hand-rolled setup artifacts) into an Archestra instance. | archestra-ai/ | 4.4k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 43 | Report which kasetto-installed skills and MCP servers are actually being used across the AI agents on this machine, and render a branded HTML dashboard of the result. | pivoshenko/ | 209 | 1 repo | ~2.1k | Automated safety check: Pass | Unknown | today |
| 44 | Runs an already-installed OpenStoryline video editing agent end to end: starts its MCP and web services, creates a session, sends edits, and verifies rendered video output. | FireRedTeam/ | 3.5k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 45 | 45.MCP-CLI Interacts with MCP servers from the command line: lists servers and tools, inspects a tool's JSON schema, and calls a tool with JSON arguments from stdin or an argument. | philschmid/ | 1.3k | — | ~832 | Automated safety check: Pass | MIT | 8 mo ago |
| 46 | Guides building on-device multi-agent apps in Swift with the AgentSquad framework: which agent, orchestrator, classifier, storage or voice type fits each situation. | 2FastLabs/ | 7.8k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 47 | Shows a question as a modal in the interface to clarify a task, collect a preference or get approval, since the user cannot see terminal output. | MemTensor/ | 12k | — | ~1k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 48 | AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs, equity curves, licensed news sentiment (Marketaux), and… | atilaahmettaner/ | 5k | — | ~1.3k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best MCP servers skill?
MCP Server Builder (official) from anthropics/skills ranks first of the 2,051 MCP servers skills listed here, with the highest score: its repository has 180k GitHub stars, 64 other GitHub owners carry a copy, its SKILL.md loads about 2.3k tokens and it passes the automated safety check with no findings. Next come MCP Server Builder and MCP Integration for Plugins.
Which MCP servers skills are official?
233 of the 2,051 MCP servers skills are official, published by the vendor's own GitHub organization: MCP Server Builder, MCP Integration for Plugins, Code Design Rationale Investigator, Microsoft Skill Creator, Claude Automation Recommender and 228 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.
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