mcp-server skills

2,891 tagged mcp-server, measured the same way as everything else here.

Browse within: model-context-protocol 236dotnet 157ai-agents-framework 145LLM 134copilot 104claude-code-plugin 96ai-integration 89mcp-client 86game-development 83unity 80cli 73deep-research 66ai-tools 58chinese-search 56

harbor-benchmarks

49

morluto/jacobian

Skill Codex

Author, package, validate, or run mathematical evaluations as Jacobian Harbor datasets.

not rated 178 +47 changed 3d ago A SkillSpector: pass 22 tokens original MIT

dogfood

50

paiml/paiml-mcp-agent-toolkit

Skill Claude Code

Dogfood pmat — rebuild, install, exercise every CLI command against pmat's own repo, check output integrity + self-quality, find next work. Read-only audit; files issues for bugs.

not rated 164 yesterday A SkillSpector: warn 40 tokens original MIT

canvas-design

51

AgiFlow/aicode-toolkit

Skill Claude CodeCodex

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

not rated 162 +1 1mo ago A 59 tokens AGPL-3.0

image-generation

52

shinpr/mcp-image

Skill Claude CodeCodex

Optimizes image generation prompts using Subject-Context-Style structure. Use this skill when generating images, creating illustrations, photos, visual assets, editing images, or crafting prompts for any image generation model.

not rated 158 +1 2d ago A SkillSpector: pass 43 tokens original MIT

dcostenco/prism-coder

Skill Claude CodeCodex

FOUNDATIONAL BEHAVIORAL PROTOCOL — ABA-based precision execution rules. Every prompt processed must follow these rules. Mistakes caught late create intermittent reinforcement of wrong patterns. Stop-fix-verify before proceeding.

not rated 157 5d ago A SkillSpector: warn 48 tokens original Apache-2.0

adeu-redlining

54

dealfluence/adeu

Skill Claude Code

Use this skill when reviewing, editing, redlining, or negotiating an existing Microsoft Word document (.docx) — including proposing edits as tracked changes, accepting or rejecting existing tracked changes, replying to comments, comparing two versions, sanitizing author metadata, or finalizing a contract for…

not rated 153 +1 2d ago A SkillSpector: warn 122 tokens original MIT

add-provider

55

cyanheads/mcp-ts-core

Skill Claude CodeCodex

Add a new storage or service provider to the core package. Use when implementing a new backend for StorageService (e.g., a new database) or a new service provider (e.g., a new LLM backend).

not rated 150 +2 2d ago A SkillSpector: pass 47 tokens original Apache-2.0

youtube-downloader

56

guia-matthieu/clawfu-skills

Skill Claude CodeCodex needs its repo

Download and process YouTube content for research. Use when: downloading competitor videos for analysis; extracting audio for podcasts; getting transcripts for content repurposing; archiving webinars; research content curation.

not rated 149 +3 5mo ago A 43 tokens original MIT

lattice

57

yogthos/Matryoshka

Skill Claude CodeCodex

Analyze large files (>500 lines) using handle-based Nucleus queries for 97% token savings. Use when you need to search, filter, aggregate, or explore documents too large for direct context.

not rated 148 +1 3mo ago A 43 tokens original Apache-2.0

ask-user-questions

58

paulp-o/ask-user-questions-mcp

Skill Claude CodeCodex

Ask clarifying questions to users via interactive TUI. Use when you need user input on preferences, implementation choices, or ambiguous instructions.

not rated 146 2mo ago A SkillSpector: warn 32 tokens original MIT

china-travel-kit

59

tczyliu/china-travel-kit

Skill Claude CodeCodex

Research and plan first-time independent trips in China with bilingual, source-aware city data and official live-check entry points. Use for destination matching, attractions, visitor areas, itineraries, transport context, seasonal preparation, local culture and food, or emergency guidance; not for booking…

not rated 142 +60 13d ago A 72 tokens original MIT

local-rag-search

60

nkapila6/mcp-local-rag

Skill Claude CodeCodex

Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking. Use this skill when you need to search the web for current information, research topics across multiple sources, or gather context from the internet without using external APIs. This skill teaches effective use of…

not rated 134 8d ago A SkillSpector: pass 80 tokens original MIT

apitap

61

n1byn1kt/apitap

Skill Claude CodeCodex

ApiTap gives AI agents cheap access to web data through three layers.

not rated 125 1mo ago A 0 tokens original Apache-2.0

mindtrain

62

shigella520/MindTrain

Skill Codex

Configure a private MindTrain instance, query its knowledge catalog, create user-approved training domains and knowledge points from AI dialogue or local reference libraries, and run persistent conversational training through Trainer MCP. Use when the user configures MindTrain, asks what domains or topics exist…

not rated 124 +2 12d ago A SkillSpector: pass 115 tokens original MIT

security-scanner

63

sinewaveai/agent-security-scanner-mcp

Skill Claude CodeCodex

Scan prompts and code for security threats using agent-security-scanner-mcp. Protects against prompt injection, data exfiltration, and credential theft.

not rated 121 4d ago A SkillSpector: warn 34 tokens original MIT

writing-skills

64

Wide-Moat/open-computer-use

Skill Claude CodeCodex

Use when creating new skills, editing existing skills, or verifying skills work before deployment.

not rated 120 +2 6d ago A 20 tokens

arthurpanhku/dvalincode

Skill Claude CodeCodex

Scan code for injection, hardcoded secrets, XSS, dynamic code execution, and unsafe shell use. Use after writing or modifying code that handles user input, builds queries or commands, touches authentication, or adds a dependency — and whenever the user asks for a security check, audit, or review. Runs locally with no…

not rated 115 +1 changed 3d ago A SkillSpector: warn 77 tokens original MIT

p4-code-review

66

perforce/p4mcp-server

Skill Claude CodeCodex

P4 code review workflows — discover, create, vote, comment, transition, and manage reviews via P4 MCP tools. Use when: creating reviews, voting, commenting, transitioning review states, managing participants, or tracking review activity in P4.

not rated 114 1mo ago A SkillSpector: pass 55 tokens original MIT

luma-vision

67

JochenYang/luma-mcp

Skill Claude CodeCodex

A skill for analyzing images with several external vision models. It is activated only when a user starts a request with /skill luma-vision and includes an image.

not rated 114 +1 1mo ago A SkillSpector: pass 37 tokens original MIT

agent-search

68

lennney/agent-search-mcp

Skill Codex

Use Agent Search MCP for free-first English and Chinese web search with compact evidence and minimal tool calls. Trigger for factual discovery, claim verification, Chinese web results, selected-page extraction, provider failures, freshness limits, or search token and spend controls. Choose freesearch…

not rated 108 21d ago A SkillSpector: pass 74 tokens original Apache-2.0

meting-agent

69

ELDment/Meting-Agent

Skill Codex

Use when an AI agent needs direct music lookup capabilities through the bundled Meting scripts in this skill, including song search, album lookup, artist lookup, playlist lookup, lyrics, cover URLs, and playback URLs, or when it needs to maintain this skill's standalone music client implementation.

not rated 105 5mo ago A 60 tokens original MIT

website-explorer

70

EndymionLee/PilotBrowseMCP

Skill Codex

Discover website capabilities from user behaviors. Learn APIs and automate workflows.

not rated 100 1mo ago A SkillSpector: pass 17 tokens original MIT

shixinnt/codex-image-context-runtime

Skill Claude CodeCodex

Use for image-heavy Codex work when generated or inspected media should stay behind a bounded MCP boundary and the controlling task should receive only durable Job IDs, hashes, relative references, and compact text handoffs.

not rated 100 24d ago A SkillSpector: pass 45 tokens original Apache-2.0

stock-analyst

72

chengzuopeng/stock-sdk-mcp

Skill Claude CodeCodex

A stock-analysis assistant for Chinese, Hong Kong, and United States stocks that examines price charts, technical indicators, money flows, overseas-investor holdings, and dividends.

not rated 100 3mo ago A Socket: passSnyk: pass 32 tokens original ISC

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: