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
fusengine/agents/plugins/swift-apple-expert/skills/mcp-tools Skill
22★ repoRedefining development through cognitive automation and collaborative agent systems.
AgamiAI/agami-core/plugins/agami/skills/agami-serve Skill
no license22★ repoThe trust layer between AI and your data. Turns your database schema - messy joins, undocumented tables, into a governed semantic model so AI answers with correct SQL and a receipt on every answer. Run it locally, or self-host a shared team server with Docker.
Dqz00116/skill-lib/unity-mcp Skill
22★ repoA curated collection of reusable AI Agent Skills for standardized workflows, best practices, and domain expertise.
byerlikaya/claude-starter-kit/claude-starter/skills/mcp-builder Skill
22★ repoEnterprise engineering workflow for Claude Code — not just prompts. AI agents that plan, build, audit, and ship with security gates, privacy checks, and approval-controlled commits. Safely adopt it into new or existing repositories.
byerlikaya/claude-starter-kit/plugin/skills/mcp-builder Skill
22★ repoEnterprise engineering workflow for Claude Code — not just prompts. AI agents that plan, build, audit, and ship with security gates, privacy checks, and approval-controlled commits. Safely adopt it into new or existing repositories.
joaquimscosta/arkhe-claude-plugins/plugins/google-stitch/skills/generating-stitch-screens Skill
21★ repoSupercharge Claude Code with 109 specialized components — 22 agents, 32 commands, 55 skills across 13 modular plugins. Deep reasoning, autonomous dev loops, DDD architecture, design system enforcement, git automation, and more.
Lonsdale201/wp-agent-skills/wp-rocket/wp-rocket-mcp-and-abilities Skill
21★ repoA community-maintained collection of agent skills for WordPress plugin and theme development.
Ai agent tool abuse and privilege escalation
ShulkwiSEC/bb-huge/skills/curated/ai-agent-tool-abuse-and-privilege-escalation Skill
21★ repobb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents
ShulkwiSEC/bb-huge/skills/curated/hackerone-brain-mcp Skill
21★ repobb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents
ShulkwiSEC/bb-huge/skills/curated/mcp-protocol-exploitation Skill
21★ repobb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents
ShulkwiSEC/bb-huge/skills/curated/web-exploit Skill
21★ repobb-huge 🤗 , Personal bug bounty findings hub and bug bounty orchestration for multiple agents
agents-inc/skills/dist/plugins/ai-patterns-tool-use-patterns/skills/ai-patterns-tool-use-patterns Skill
20★ repoThe official skills marketplace for Agents Inc, an agent composition framework that builds stacks and compiles specialized subagents for Claude Code
agents-inc/skills/src/skills/ai-patterns-tool-use-patterns Skill
20★ repoThe official skills marketplace for Agents Inc, an agent composition framework that builds stacks and compiles specialized subagents for Claude Code
heymegabyte/claude-skills/19-mcp-authoring Skill
no license20★ repo14-category autonomous product-building OS for 32+ AI coding tools. One-line prompts → deployed products.
Netsuite ai connector mcp skill
Raishin/vanguard-frontier-agentic/skills/netsuite/netsuite-ai-connector-mcp-skill Skill
20★ repoCurated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance-aware engineering - works with Claude Code, Codex, Cursor, Copilot, and more.
Raishin/vanguard-frontier-agentic/skills/netsuite/netsuite-ai-foundations-skill Skill
20★ repoCurated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance-aware engineering - works with Claude Code, Codex, Cursor, Copilot, and more.
Oracle oci mcp grounded advisor
Raishin/vanguard-frontier-agentic/skills/oci/oracle-oci-mcp-grounded-advisor Skill
20★ repoCurated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance-aware engineering - works with Claude Code, Codex, Cursor, Copilot, and more.
galyarderlabs/galyarder-framework/integrations/antigravity/mcp-builder Skill
20★ repoThe framework that powers your Agentic Company
galyarderlabs/galyarder-framework/integrations/galyarder-agent/skills/mcp-builder Skill
20★ repoThe framework that powers your Agentic Company
galyarderlabs/galyarder-framework/integrations/opencode/skills/mcp-builder Skill
20★ repoThe framework that powers your Agentic Company
galyarderlabs/galyarder-framework/integrations/windsurf/skills/mcp-builder Skill
20★ repoThe framework that powers your Agentic Company
travsteward/openwriter/skills/beat-writer Skill
19★ repoThe open-source writing surface for AI agents. Markdown-native editor with pending change review — your agent writes, you accept or reject.
travsteward/openwriter/skills/blog-writer Skill
19★ repoThe open-source writing surface for AI agents. Markdown-native editor with pending change review — your agent writes, you accept or reject.
travsteward/openwriter/skills/newsletter-writer Skill
19★ repoThe open-source writing surface for AI agents. Markdown-native editor with pending change review — your agent writes, you accept or reject.
travsteward/openwriter/skills/openwriter Skill
19★ repoThe open-source writing surface for AI agents. Markdown-native editor with pending change review — your agent writes, you accept or reject.
rudderlabs/rudder-agent-skills/plugins/rudder-mcp/skills/rudder-mcp-setup Skill
18★ repoClaude Code plugin marketplace & agent skills for RudderStack — instrument events, design tracking plans & data graphs, write transformations, build Profiles, and drive the CLI, MCP server, and Terraform provider from Claude Code, Cursor, and 40+ AI agents.
rudderlabs/rudder-agent-skills/plugins/rudder-mcp/skills/rudder-mcp-workflow Skill
18★ repoClaude Code plugin marketplace & agent skills for RudderStack — instrument events, design tracking plans & data graphs, write transformations, build Profiles, and drive the CLI, MCP server, and Terraform provider from Claude Code, Cursor, and 40+ AI agents.
archubbuck/workspace-architect/assets/plugins/copilot-sdk/skills/copilot-sdk Skill
18★ repoWorkspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
archubbuck/workspace-architect/assets/skills/claude-api Skill
18★ repoWorkspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
archubbuck/workspace-architect/assets/skills/mcp-builder Skill
18★ repoWorkspace Architect is a zero-friction CLI tool that provides curated collections of specialized agents, instructions, and prompts to supercharge your GitHub Copilot experience.
JinNing6/Noosphere/io.github.JinNing6/noosphere MCP server
18★ repoCommunity of Consciousness MCP Server — upload and explore collective wisdom via GitHub.
PhysiCell Multiscale Simulation Builder
marcorusc/mcp-biomodelling-servers/io.github.marcorusc/PhysiCell MCP server
no license18★ repoMCP server for configuring PhysiCell multiscale multicellular biological simulations
Sanexxxx777/curated-claude-code/skills/vet Skill
16★ repoA small, vetted, self-evolving harness for Claude Code — curated, not dumped. Skills, safety guards, and a self-improvement loop.
jackspace/ClaudeSkillz/skills/claude-api Skill
16★ repoClaudeSkillz: For when you need skills, but lazier
jackspace/ClaudeSkillz/skills/cloudflare-agents Skill
16★ repoClaudeSkillz: For when you need skills, but lazier
jackspace/ClaudeSkillz/skills/cloudflare-mcp-server Skill
16★ repoClaudeSkillz: For when you need skills, but lazier
jackspace/ClaudeSkillz/skills/fastmcp Skill
16★ repoClaudeSkillz: For when you need skills, but lazier
jackspace/ClaudeSkillz/skills/google-gemini-api Skill
16★ repoClaudeSkillz: For when you need skills, but lazier
jackspace/ClaudeSkillz/skills/mcp-builder_mrgoonie Skill
16★ repoClaudeSkillz: For when you need skills, but lazier
jackspace/ClaudeSkillz/skills/typescript-mcp Skill
16★ repoClaudeSkillz: For when you need skills, but lazier
codeclawd/fable-mode/skills/mcp-builder Skill
no license16★ repoRun Claude Fable 5 on Opus 4.8 in Claude Code. The Mythos-class model pulled by export controls — brought back as a native agentic distillation (FABLE_CODE.md), measured playbook, verification hooks, and design/MCP/test skills. "Fable 5 Lite," done right.
arvindand/agent-skills/skills/maven-tools Skill
16★ repoReusable agent skills for Claude Code, GitHub Copilot, and other AI assistants. Dependency intelligence, GitHub ops, documentation lookup, UI/UX design patterns.
maystudios/claude-skills/google-ai-studio-tts Skill
15★ repoProduction-ready Claude Code skills for Unreal Engine 5, llama.cpp, and OpenCode CLI integration. Built by maystudios.
iblai/api/skills/iblai-api-agent-chat Skill
15★ repoAgent skills + a chat MCP server to operate the ibl.ai platform via its REST API. Install: npx skills add iblai/api
iblai/api/skills/iblai-api-agent-mcp Skill
15★ repoAgent skills + a chat MCP server to operate the ibl.ai platform via its REST API. Install: npx skills add iblai/api
iblai/api/skills/iblai-api-agent-session Skill
15★ repoAgent skills + a chat MCP server to operate the ibl.ai platform via its REST API. Install: npx skills add iblai/api
iblai/api/skills/iblai-api-inference Skill
15★ repoAgent skills + a chat MCP server to operate the ibl.ai platform via its REST API. Install: npx skills add iblai/api
eugenelim/agent-ready-repo/packages/agentbundle/tests/fixtures/creds/skills/mcp-server-headers Skill
15★ repoThe complete AI operating model for software teams — from first idea to production. Three peer-supervised loops (discovery → build → release) over a catalogue of curated packs: skills, subagents, and hooks, each installed in one line. It's npm for your coding agent. Any agent, any stack — Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.
paulnsorensen/easy-cheese/skills/easy-cheese-setup Skill
15★ repoCheese your code 🧀 — high-quality results as easy as cheese. A portable, harness-agnostic Agent Skills toolkit.
Platform engineering agentic control plane
ivanshamaev/de-agent-skills/group_skills/infra_dataops_group_skills/platform_engineering_agentic_control_plane Skill
no license15★ repoПрофессиональные Data Engineering Agent Skills для разработки AI Agentic Data Platform
ivanshamaev/de-agent-skills/skills/mcp_server Skill
no license15★ repoПрофессиональные Data Engineering Agent Skills для разработки AI Agentic Data Platform
HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/r-function-calling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/r-function-calling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
ngocsangyem/MeowKit/.claude/skills/henshin Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/codex/root/.agents/skills/mk-henshin Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
ngocsangyem/MeowKit/packages/mewkit/src/migrate/modules/cursor/root/.cursor/skills/mk-henshin Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code
Z-M-Huang/vcp/plugins/dev-buddy/skills/dev-buddy-ralph Skill
14★ repoVibe Coding Protocal - Security-first protocol for AI-generated code, multiple standards with real-time enforcement and multi-AI pipeline orchestration
Z-M-Huang/vcp/plugins/mcp-doc/skills/mcp-doc-add-tool Skill
14★ repoVibe Coding Protocal - Security-first protocol for AI-generated code, multiple standards with real-time enforcement and multi-AI pipeline orchestration
Z-M-Huang/vcp/plugins/mcp-doc/skills/mcp-doc-generate Skill
14★ repoVibe Coding Protocal - Security-first protocol for AI-generated code, multiple standards with real-time enforcement and multi-AI pipeline orchestration
Z-M-Huang/vcp/plugins/mcp-doc/skills/mcp-doc-init Skill
14★ repoVibe Coding Protocal - Security-first protocol for AI-generated code, multiple standards with real-time enforcement and multi-AI pipeline orchestration