MCP & tools
8,994 rows, by stacks then stars
960 of these skill files have been read, by 780 distinct authors, and what they tell an agent counted. What MCP & tools authors agree on, and what they forbid
Mcp skill vs prompt discovery filtering
ychampion/cskill-agents/agents/claude-code/skills/mcp-skill-vs-prompt-discovery-filtering Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Agent specific mcp server initialization
ychampion/cskill-agents/agents/codex/skills/agent-specific-mcp-server-initialization Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Bundled and mcp turn zero skill filter
ychampion/cskill-agents/agents/codex/skills/bundled-and-mcp-turn-zero-skill-filter Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Local and mcp skill name deduplication
ychampion/cskill-agents/agents/codex/skills/local-and-mcp-skill-name-deduplication Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Mcp skill vs prompt discovery filtering
ychampion/cskill-agents/agents/codex/skills/mcp-skill-vs-prompt-discovery-filtering Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Agent specific mcp server initialization
ychampion/cskill-agents/skills/agent-specific-mcp-server-initialization Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Bundled and mcp turn zero skill filter
ychampion/cskill-agents/skills/bundled-and-mcp-turn-zero-skill-filter Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Local and mcp skill name deduplication
ychampion/cskill-agents/skills/local-and-mcp-skill-name-deduplication Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
Mcp skill vs prompt discovery filtering
ychampion/cskill-agents/skills/mcp-skill-vs-prompt-discovery-filtering Skill
36★ repoAgent skills for coding CLIs, multi-agent runtimes, context engines, MCP extensions, and terminal tooling. Instead of using claude code's source code, give your agent skills to create your own!
saadshahd/moo.md/hunch/skills/soloism Skill
34★ repoStay present with AI. A Claude Code plugin that keeps you understanding what you sign to own.
gate/gate-mcp/io.github.gateio-dev/gate-news MCP server
34★ repoGate news MCP for crypto news, structured events, announcements, and social sentiment.
gate/gate-mcp/io.github.gateio-dev/gate-exchange MCP server
34★ repoOAuth Gate exchange MCP for CEX trading, account, wallet, unified account, and sub-account.
gate/gate-mcp/io.github.gateio-dev/gate-info MCP server
34★ repoGate info MCP for coin discovery, market snapshots, technical analysis, and on-chain data.
tenequm/skills/skills/mcp-best-practices Skill
32★ repoAgent skills for building, shipping, and growing software products
TabooHarmony/roblox-brain/skills/roblox-studio-mcp Skill
31★ repoGive your AI coding agent a Roblox brain. Curated skills for Roblox Studio development.
Sendmux/skills/plugins/sendmux/skills/sendmux-mcp-setup Skill
no license31★ repoAgent skills for Sendmux
Sendmux/skills/skills/sendmux-mcp-setup Skill
no license31★ repoAgent skills for Sendmux
itallstartedwithaidea/agent-skills/skills/ai-agent-engineering/mcp-server-creation Skill
31★ repoThe definitive open-source agent skills library for AI-powered Google Ads management. 73+ skills across 10 categories. Built for googleadsagent.ai™. Works with Claude Code, Cursor, Codex, Gemini, and more.
saeed-vayghan/gemini-agent-skills/.gemini/skills/mcp-developer Skill
30★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
ItamarZand88/awesome-agent-conventions/conventions/skill-md/examples/dev-tooling/mcp-builder Skill
30★ repoA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.txt, MCP configs, rules, and examples.
Mcp data observability integration
vaquarkhan/data-engineering-agent-skills/skills/mcp-data-observability-integration Skill
29★ repoProduction-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.
inbharatai/claude-skills/skills/mcp-builder Skill
28★ repoCurated Claude and Codex skill collection for local AI workflows, automation, research, and product-building.
ziniman/ai-instruct/skills/seo-llmo Skill
27★ repoTurn your AI assistant into a senior web developer. Production-ready guides for SEO, performance, and agent-readiness - for Claude Code, Cursor, Copilot, and Windsurf.
georgekhananaev/claude-skills-vault/.claude/skills/claude-seo/skills/seo-dataforseo Skill
27★ repoA curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the repetitive parts of development like architectural reviews, TDD cycles, and PR management so you can stay in flow. It is a force multiplier for shipping clean, production ready code at scale. 🚀⚡️
georgekhananaev/claude-skills-vault/.claude/skills/firebase-cli Skill
27★ repoA curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the repetitive parts of development like architectural reviews, TDD cycles, and PR management so you can stay in flow. It is a force multiplier for shipping clean, production ready code at scale. 🚀⚡️
georgekhananaev/claude-skills-vault/.claude/skills/mcp-builder Skill
27★ repoA curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the repetitive parts of development like architectural reviews, TDD cycles, and PR management so you can stay in flow. It is a force multiplier for shipping clean, production ready code at scale. 🚀⚡️
georgekhananaev/claude-skills-vault/.claude/skills/monday-com Skill
27★ repoA curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the repetitive parts of development like architectural reviews, TDD cycles, and PR management so you can stay in flow. It is a force multiplier for shipping clean, production ready code at scale. 🚀⚡️
mjunaidca/mjs-agent-skills/.claude/skills/building-chatgpt-apps Skill
no license27★ repoA curated collection of Agent Skills — reusable units of intelligence that teach AI General Agents how to perform specific tasks autonomously.
mjunaidca/mjs-agent-skills/.claude/skills/building-mcp-servers Skill
no license27★ repoA curated collection of Agent Skills — reusable units of intelligence that teach AI General Agents how to perform specific tasks autonomously.
mjunaidca/mjs-agent-skills/.claude/skills/researching-with-deepwiki Skill
no license27★ repoA curated collection of Agent Skills — reusable units of intelligence that teach AI General Agents how to perform specific tasks autonomously.
mjunaidca/mjs-agent-skills/docs/taskflow-vault/skills/engineering/mcp-builder Skill
no license27★ repoA curated collection of Agent Skills — reusable units of intelligence that teach AI General Agents how to perform specific tasks autonomously.
seldonframe/seldonframe/io.github.seldonframe/mcp MCP server
27★ repoBuild, deploy, and sell AI agents for local-service businesses - from your IDE.
AutumnsGrove/ClaudeSkills/mcp-builder Skill
no license26★ repoSkills for Claude.ai and Claude Code
itallstartedwithaidea/google-ads-skills/skills/google-ads-mcp Skill
26★ repoGoogle Ads Agent Skills for Claude — campaign analysis, account auditing, safe write ops, PPC math, and MCP server integration
iowarp/clio-kit/io.github.iowarp/chronolog-mcp MCP server
26★ repoChronoLog MCP server implementation using Model Context Protocol
iowarp/clio-kit/io.github.iowarp/compression-mcp MCP server
26★ repoCompression MCP server implementation using Model Context Protocol
iowarp/clio-kit/io.github.iowarp/darshan-mcp MCP server
26★ repoDarshan I/O profiler MCP server for analyzing I/O trace files
iowarp/clio-kit/io.github.iowarp/geo-mcp MCP server
26★ repoMCP server for rendering GeoJSON vector layers into map images with basemaps
iowarp/clio-kit/io.github.iowarp/geojson-mcp MCP server
26★ repoMCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only)
iowarp/clio-kit/io.github.iowarp/hdf5-mcp MCP server
26★ repoHDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server
iowarp/clio-kit/io.github.iowarp/ndp-mcp MCP server
26★ repoNational Data Platform (NDP) MCP server for searching and discovering datasets across multiple...
iowarp/clio-kit/io.github.iowarp/paraview-mcp MCP server
26★ repoMCP server for ParaView scientific visualization
iowarp/clio-kit/io.github.iowarp/plot-mcp MCP server
26★ repoMCP server for advanced data visualization and plotting operations
iowarp/clio-kit/io.github.iowarp/sac-mcp MCP server
26★ repoMCP server for analyzing SAC seismic-waveform files and TAR archives: inspect members, compute...
iowarp/clio-kit/io.github.iowarp/parquet-mcp MCP server
26★ repoMCP server for Apache Parquet files
iowarp/clio-kit/io.github.iowarp/slurm-mcp MCP server
26★ repoMCP server for Slurm workload management and HPC job scheduling
iowarp/clio-kit/io.github.iowarp/terrain-mcp MCP server
26★ repoMCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding
iowarp/clio-kit/io.github.iowarp/seismic-mcp MCP server
26★ repoMCP server for earthquake-sequence analysis on saved catalogs: completeness magnitude,...
shajith003/awesome-claude-skills/mcp-builder Skill
no license25★ repo🚀 Enhance Claude's capabilities with example skills that streamline tasks and improve performance in specialized areas.
nimadorostkar/Claude-Skills-collection/skills/ai/mcp-server Skill
25★ repoA curated library of 137 production-grade skills for Claude and other AI coding agents.
api-platform/skillset/skills/api-platform-mcp Skill
no license25★ repoAPI Platform agent skills
launchdarkly/ai-tooling/skills/onboarding/mcp-configure Skill
no license25★ repoLaunchDarkly's official AI tooling
charlieviettq/awesome-agent-skill/.claude/skills/mcp-builder Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.claude/skills/mcp-ecosystem-optimizer Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.claude/skills/tech-mcp-server-dev Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/ai-agent-systems/mcp-builder Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/ai-agent-systems/mcp-ecosystem-optimizer Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/ai-agent-systems/xquik-x-data-workflows Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/asgard-ai-platform/tech-mcp-server-dev Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
VoDaiLocz/kilo-kit-mcp/skills/design/figma Skill
24★ repoAn MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, and verification before completion.