Topic · Agent Workflows

Best MCP servers skills for Claude Code, Codex and other agents.

Skills that build, configure and use Model Context Protocol servers and tools.
skills
2,051
official
233

MCP servers skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

MCP servers skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

anthropics/skills180k64 repos~2.3kAutomated safety check: PassApache-2.02 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/learn-claude-code78k5 repos~1.2kAutomated safety check: PassMIT9 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/claude-plugins-official38k11 repos~3.1kAutomated safety check: PassApache-2.0today
4

A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify.

coollabsio/coolify63k1 repo~949Automated safety check: PassMITtoday
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/plugins10k9 repos~2.6kAutomated safety check: PassNo licencetoday
6

Analyze application logs from the .evlog/logs/ directory. An agent skill from activepieces/activepieces.

activepieces/activepieces25k1 repo~1.6kAutomated safety check: PassMITtoday
7

Route and complete Composio work across Composio For You and Composio Platform.

ComposioHQ/composio30k1 repo~1.7kAutomated safety check: PassMITtoday
8

Create agent skills for Microsoft technologies using official documentation.

MicrosoftDocs/mcp1.9k3 repos~2.1kAutomated safety check: PassCC-BY-4.0today
9

Query and invoke tools on MCP servers using fastmcp list and fastmcp call.

PrefectHQ/fastmcp28k1 repo~823Automated safety check: PassApache-2.0today
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/editor25k—~5.1kAutomated safety check: PassMITtoday
11

Cut a FastMCP release end to end. An agent skill from PrefectHQ/fastmcp.

PrefectHQ/fastmcp28k—~2.9kAutomated safety check: PassApache-2.0today
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/crush29k—~3.7kAutomated safety check: PassUnknowntoday
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/context-mode26k—~4.1kAutomated safety check: PassUnknowntoday
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/mcp-use11k—~5.2kAutomated safety check: PassApache-2.0today
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/warp65k1 repo~2.1kAutomated safety check: PassAGPL-3.0today
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/mempalace59k—~2.2kAutomated safety check: PassMITtoday
17

A skill your agent uses to analyze how a Laravel application is actually written and record its conventions as shared rules.

anonaddy/anonaddy4.9k5 repos~3.1kAutomated safety check: PassMITyesterday
18

Guides building, debugging and testing LangBot plugins: components, SDK calls, README and locale rules, SDK pitfalls and WebSocket-based testing.

langbot-app/LangBot18k—~3.9kAutomated safety check: PassApache-2.0today
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/qwen-code28k—~2.1kAutomated safety check: PassApache-2.0today
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/Skill_Seekers15k—~760Automated safety check: PassMIT7 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/Cap23k—~1.7kAutomated safety check: PassUnknowntoday
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/preline6.5k—~2.9kAutomated safety check: PassUnknown1 mo ago
23

Sets up and troubleshoots a local agentmemory install, covering the MCP connection, environment variables, ports, authentication and optional feature flags.

rohitg00/agentmemory29k—~1kAutomated safety check: NotesApache-2.0yesterday
24

Build, test, inspect, install, and deploy MCP servers with FastMCP in Python.

Tommy-yw/RunbookHermes5464 repos~2.1kAutomated safety check: PassMIT4 mo ago
25

Makes the agent search the user's MemPalace memory before answering about past work, people, projects or earlier decisions.

MemPalace/mempalace59k—~1.7kAutomated safety check: PassMITtoday
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/vibecode-pro-max-kit1.1k2 repos~1kAutomated safety check: NotesMIT3 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/google_workspace_mcp3.3k—~2.9kAutomated safety check: PassMITtoday
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/VectCutAPI2.3k—~2.1kAutomated safety check: PassApache-2.04 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/codex-with-chatgpt7.1k—~11kAutomated safety check: NotesMIT7 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/context-mode26k—~850Automated safety check: PassUnknowntoday
31

AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python.

zxkane/aws-skills3672 repos~2.5kAutomated safety check: PassMIT3 mo ago
32

Manage skills, agents, extras, hooks, plugins, and MCP connection settings with the Skillshare CLI.

runkids/skillshare2.7k—~2.2kAutomated safety check: PassMITtoday
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/zotero-mcp5.3k—~1.5kAutomated safety check: PassMITtoday
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/mcp-use11k—~923Automated safety check: PassApache-2.0today
35

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/oh-my-openagent70k—~1.4kAutomated safety check: NotesUnknowntoday
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/OpenChatCut2.2k1 repo~655Automated safety check: PassAGPL-3.0yesterday
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/editor25k—~2.9kAutomated safety check: PassMITtoday
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/appllama-skills2.5k1 repo~1.6kAutomated safety check: PassMIT1 mo ago
39

Review how the lean-ctx ctx MCP tools performed in the current session and file upstream issues for confirmed problems.

yvgude/lean-ctx3.9k—~1.6kAutomated safety check: PassApache-2.0today
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/node-modules-inspector3k—~2.2kAutomated safety check: PassMIT21 days ago
41
41.Docs

Write or revise a page under docs/ for gofastmcp.com. An agent skill from PrefectHQ/fastmcp.

PrefectHQ/fastmcp28k—~1kAutomated safety check: PassApache-2.0today
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/archestra4.4k—~2.6kAutomated safety check: PassApache-2.0today
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/kasetto2091 repo~2.1kAutomated safety check: PassUnknowntoday
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/FireRed-OpenStoryline3.5k—~2.3kAutomated safety check: PassApache-2.02 mo ago
45

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/mcp-cli1.3k—~832Automated safety check: PassMIT8 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/agent-squad7.8k—~3.5kAutomated safety check: PassApache-2.0today
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/MemOS12k—~1kAutomated safety check: PassApache-2.09 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/tradingview-mcp5k—~1.3kAutomated safety check: PassMITtoday

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.