mcp server skills

6,768 tagged mcp server, measured the same way as everything else here.

Browse within: python 121mcp-client 85copilot 70dotnet 68ai-integration 66deep-research 65game-development 60chromadb 57unity 57ai-agents-framework 56chinese-search 56agentic-search 55research-agent 55opencode 54

context7-mcp

01

upstash/context7

Skill Claude CodeCodex

This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.

61k +26 today A 58 tokens original MIT

context7-cli

02

upstash/context7

Skill Claude CodeCodex

Use the ctx7 CLI to fetch library documentation, manage AI coding skills, and configure Context7 MCP. Activate when the user mentions "ctx7" or "context7", needs current docs for any library, wants to install/search/generate skills, or needs to set up Context7 for their AI coding agent.

61k +26 today A 67 tokens original MIT

find-docs

03

upstash/context7

Skill Claude CodeCodex

Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about a specific library, framework, SDK, CLI tool, or cloud service — even for well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your training…

61k +26 today A 172 tokens original MIT

a11y-debugging

04

ChromeDevTools/chrome-devtools-mcp

Skill Claude CodeCodex

Uses Chrome DevTools MCP for accessibility (a11y) debugging and auditing based on web.dev guidelines. Use when testing semantic HTML, ARIA labels, focus states, keyboard navigation, tap targets, and color contrast.

50k 2d ago A 50 tokens original Apache-2.0

chrome-devtools-cli

05

ChromeDevTools/chrome-devtools-mcp

Skill Claude CodeCodex

Use this skill to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via CLI.

50k 2d ago A 31 tokens original Apache-2.0

chrome-devtools

06

ChromeDevTools/chrome-devtools-mcp

Skill Claude CodeCodex

Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation. Use when debugging web pages, automating browser interactions, analyzing performance, or inspecting network requests. This skill does not apply to --slim mode (MCP configuration).

50k 2d ago A 55 tokens original Apache-2.0

test-quality

07

modelcontextprotocol/python-sdk

Skill Claude CodeCodex

Test quality bar for this repo. Read when writing, reviewing, or designing tests — covers naming, abstraction level, assertions, determinism, and the process for agent-driven test work.

24k 3d ago A 40 tokens original MIT

n8n-agents

08

czlonkowski/n8n-mcp

Skill Claude CodeCodex

Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain. AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with tools, tool calling, $fromAI, system prompts, agent memory, sessionId, structured/JSON output…

23k 2d ago A 156 tokens original MIT

n8n-error-handling

09

czlonkowski/n8n-mcp

Skill Claude CodeCodex

Wire n8n error handling so failures are loud, structured, and recoverable. Use when building any webhook/API workflow, a scheduled or unattended workflow, or any path where a silent failure would drop user-visible work — and whenever the user mentions error handling, onError, continueErrorOutput, error…

23k 2d ago A 128 tokens original MIT

czlonkowski/n8n-mcp

Skill Claude CodeCodex

Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, organizing workflows into folders, managing credentials, auditing instance security, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats…

23k 2d ago A 135 tokens original MIT

post-to-xhs

11

xpzouying/xiaohongshu-mcp

Skill Claude CodeCodex

A publishing guide for 小红书, a Chinese social-media platform. It covers posting image-and-text content or a longer formatted article, using supplied content or a webpage.

16k 8d ago A 96 tokens original Apache-2.0

idapython

12

mrexodia/ida-pro-mcp

Skill Claude CodeCodex

IDA Pro Python scripting for reverse engineering. Use when writing IDAPython scripts, analyzing binaries, working with IDA's API for disassembly, decompilation (Hex-Rays), type systems, cross-references, functions, segments, or any IDA database manipulation. Covers ida modules (50+), idautils iterators, and common…

12k 3d ago A 77 tokens original MIT

amazon aurora dsql

13

awslabs/mcp

Skill Claude CodeCodex

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry…

9.6k 4d ago A 199 tokens original Apache-2.0

aws dsql

14

awslabs/mcp

Skill Claude CodeCodex

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry…

9.6k 4d ago A 197 tokens copy · 98% Apache-2.0

awslabs/mcp

Skill Claude CodeCodex

Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, build timelines. Use when debugging AgentCore agent sessions, tracing tool calls, or analyzing latency.

9.6k 4d ago A 52 tokens original Apache-2.0

api-validator

16

maximhq/bifrost

Skill Claude CodeCodex

Scan Bifrost HTTP controllers/handlers/integrations and validate OpenAPI API coverage, route methods/paths, parameters, request/response docs, and auth/security information. Use when asked to audit missing or incorrect APIs, compare controllers against docs/openapi, validate auth information, or fix API documentation…

7.7k yesterday A 78 tokens original Apache-2.0

docs-writer

17

maximhq/bifrost

Skill Claude CodeCodex

Write, update, and review Mintlify MDX documentation for Bifrost features. Explores the full codebase (UI, Go backend, config schema), validates config.json examples, places screenshot placeholders, and presents outlines for approval before writing. Invoked with /docs-writer , /docs-writer update , or /docs-writer…

7.7k yesterday A 83 tokens original Apache-2.0

e2e-test

18

maximhq/bifrost

Skill Claude CodeCodex

Skill "e2e-test" from maximhq/bifrost, covering playwright e2e testing, usage, workflow overview, auto-update workflow (sync mode) and step 0: detect what changed.

7.7k yesterday A 0 tokens original Apache-2.0

warden-sweep

19

getsentry/XcodeBuildMCP

Skill Claude CodeCodex

Full-repository code sweep. Scans every file with warden, verifies findings via deep tracing, creates draft PRs for validated issues. Use when asked to "sweep the repo", "scan everything", "find all bugs", "full codebase review", "batch code analysis", or run warden across the entire repository.

6.3k +5 yesterday A 71 tokens original MIT

warden

20

getsentry/XcodeBuildMCP

Skill Claude CodeCodex

Run Warden to analyze code changes before committing. Use when asked to "run warden", "check my changes", "review before commit", "warden config", "warden.toml", "create a warden skill", "add trigger", or any Warden-related local development task.

6.3k +5 yesterday A 60 tokens original MIT

getsentry/XcodeBuildMCP

Skill Claude CodeCodex

Use when reviewing XcodeBuildMCP changelog CLI command references for invalid current guidance while allowing historical migration examples.

6.3k +5 yesterday A 33 tokens original MIT

Klavis-AI/klavis

Skill Claude CodeCodex

This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.

5.8k 3mo ago A 57 tokens original Apache-2.0

bug-triage

23

apify/apify-mcp-server

Skill Claude CodeCodex

Triage open GitHub bug issues for Apify MCP server. Fetches issues, analyzes root causes, drafts developer-to-developer responses, and posts after user approval. Use when handling user bug reports, responding to issues, or cleaning up stale bugs.

5.5k +71 4d ago C 56 tokens original MIT

dig

24

apify/apify-mcp-server

Skill Claude CodeCodex

Explore, analyze, plan, or spec features for the Apify MCP server. Adapts to what the user asks — from quick code exploration to full GitHub issue specs. Use when the user asks to explore code, understand behavior, plan a change, design a feature, or create an issue spec.

5.5k +71 4d ago A 64 tokens original MIT