Context & AI engineering
26,304 rows, by stacks then stars
1,865 of these skill files have been read, by 1,328 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid
ClickHouse/mcp-clickhouse/io.github.ClickHouse/mcp-clickhouse MCP server
848★ repoOfficial ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.
alirezarezvani/claude-code-skill-factory/generated-skills/agent-factory Skill
847★ repoClaude Code Skill Factory — A powerful open-source toolkit for building and deploying production-ready Claude Skills, Code Agents, custom Slash Commands, and LLM Prompts at scale. Easily generate structured skill templates, automate workflow integration, and accelerate AI agent development with a clean, developer-friendly setup.
tidewave-ai/tidewave_phoenix/io.github.tidewave-ai/tidewave-phoenix MCP server
842★ repoRuntime-level MCP server for Phoenix development: run code, read logs, query the DB, read docs.
ChiR24/Unreal_mcp/ai.smithery/ChiR24-unreal_mcp_server MCP server
826★ repoA comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…
vercel/next-devtools-mcp/io.github.vercel/next-devtools-mcp MCP server
no license803★ repoNext.js development tools MCP server with stdio transport
karanb192/reddit-mcp-buddy/io.github.karanb192/reddit-mcp-buddy MCP server
794★ repoReddit browser for AI assistants. Browse posts, search content, analyze users. No API keys needed.
AgentWorkforce/relay/.agents/skills/choosing-swarm-patterns Skill
793★ repoReal time communication for agents. Wake on message, channels, DMs and actions. Useful for orchestrating agents.
mihai-dinculescu/tapo/io.github.mihai-dinculescu/tapo-mcp MCP server
788★ repoMCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents
mnemox-ai/idea-reality-mcp/io.github.mnemox-ai/idea-reality-mcp MCP server
774★ repoPre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.
taybenlor/runno/io.github.taybenlor/runno MCP server
768★ repoMCP Server for the Runno Sandbox
xbbg-org/xbbg/io.github.xbbg-org/xbbg-mcp MCP server
765★ repoLocal Bloomberg tools for xbbg users.
countbot-ai/CountBot/workspace/skills/agent-browser Skill
762★ repo更适配中文用户的轻量开源AI Agent | 国产大模型Coding plan支持 | 兼容OpenClaw Skills生态| 已接入微信ClawBot/微博龙虾/飞书/钉钉/QQ/小智AI/Telegram/deepseek-v4。
Vrun-design/openflowkit/io.github.Vrun-design/openflowkit-mcp MCP server
678★ repoLocal-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients.
sirkirby/unifi-mcp/io.github.sirkirby/unifi-access-mcp MCP server
663★ repoManage UniFi Access doors, credentials, policies, visitors, and events via MCP.
EXboys/evotown/backend/arena_skills/agent-browser Skill
no license661★ repoa middle platform for enterprise Agent runtime governance and capability assets — connect OpenClaw, Hermes, SkillLite, and custom runtimes in one place; accumulate Skills and enterprise knowledge; provide observability, review, and private distribution
cyanheads/obsidian-mcp-server/io.github.cyanheads/obsidian-mcp-server MCP server
661★ repoRead, write, search, and surgically edit Obsidian notes, tags, and frontmatter via MCP.
Ar9av/PaperOrchestra/skills/agent-research-aggregator Skill
no license634★ repoAn automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs.
SonarSource/sonarqube-mcp-server/io.github.SonarSource/sonarqube-mcp-server MCP server
no license623★ repoAnalyze code quality and security with SonarQube Server or Cloud directly in AI assistants.
hustcc/mcp-mermaid/ai.smithery/hustcc-mcp-mermaid MCP server
621★ repoGenerate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…
artokun/comfyui-mcp/io.github.artokun/comfyui-mcp MCP server
588★ repoMCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM.
ggozad/haiku.rag/io.github.ggozad/haiku-rag MCP server
567★ repoOpinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
momozi1996/awesome-ai-persona-skills/DirectorAgents-1 Skill
555★ repo全网最全的、持续更新的、最火爆的 100+ 人格 蒸馏skills 合集| 多agent系统 |名人/导演/天涯大神/古籍/二次元/职场/情感全品类
memvid/claude-brain/skills/memory Skill
547★ repoGive Claude Code photographic memory in ONE portable file. No database, no SQLite, no ChromaDB - just a single .mv2 file you can git commit, scp, or share. Native Rust core with sub-ms operations.
Webcomponents react mcp server
UI5/webcomponents-react/io.github.UI5/webcomponents-react-mcp-server MCP server
537★ repoMCP server for UI5 Web Components for React - Developer documentation and API assistance
sbroenne/mcp-server-excel/io.github.sbroenne/mcp-server-excel MCP server
532★ repoExcel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.
RyanAlberts/best-of-Agent-Harnesses/io.github.RyanAlberts/agent-harnesses MCP server
527★ repoOpinionated agent-harness picks (recommend/compare/pick_harness), search & decision guides.
pab1it0/prometheus-mcp-server/io.github.pab1it0/prometheus-mcp-server MCP server
512★ repoMCP server providing Prometheus metrics access and PromQL query execution for AI assistants
motherduckdb/mcp-server-motherduck/io.github.motherduckdb/mcp-server-motherduck MCP server
506★ repoSQL analytics and data engineering for AI Assistants and IDEs
PV-Bhat/vibe-check-mcp-server/io.github.PV-Bhat/vibe-check-mcp-server MCP server
503★ repoMetacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety
anyproto/anytype-mcp/io.github.anyproto/anytype-mcp MCP server
500★ repoOfficial MCP server for Anytype API - your encrypted, local and collaborative wiki.
MartinDelophy/ai-video-editor/skills/edit-timeline-studio Skill
490★ repoLocal-first browser AI video editor with ONNX voiceovers, Whisper captions, talking avatars, and multi-track MP4/WebM export.
docfork/docfork-mcp/ai.smithery/docfork-mcp MCP server
489★ repo@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…
docfork/docfork/com.docfork/docfork-mcp MCP server
488★ repoUp-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.
ooples/token-optimizer-mcp/io.github.ooples/token-optimizer-mcp MCP server
479★ repoContext-window optimization: caching, compression & smart file tools that cut tokens 60-90%.
tidewave-ai/tidewave_rails/io.github.tidewave-ai/tidewave-rails MCP server
474★ repoRuntime-level MCP server for Rails development: run code, read logs, query the DB, read docs.
mxyhi/ok-skills/agent-browser Skill
472★ repoCurated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKILL.md-compatible tools.
8beeeaaat/touchdesigner-mcp/io.github.8beeeaaat/touchdesigner-mcp-server MCP server
470★ repoMCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents
r-huijts/strava-mcp/io.github.r-huijts/strava-mcp MCP server
467★ repoMCP server for accessing Strava API
ZhixiangLuo/10xProductivity/.claude/skills/assistant-orchestrator Skill
464★ repoPersonal AI assistant for work inside corporate constraints, built on coding agents and the tools, sessions, and permissions you already have.
jkawamoto/mcp-youtube-transcript/io.github.jkawamoto/mcp-youtube-transcript MCP server
463★ repoAn MCP server retrieving transcripts of YouTube videos
geekjourneyx/claude-design-card Skill
no license460★Claude Code skill for generating design cards in 14 formats — platform covers, social sharing cards, and editorial layouts following Anthropic
kentcdodds/kody/io.github.kentcdodds/kody MCP server
no license453★ repoPersonal assistant MCP server with search, execute, packages, jobs, secrets, and integrations.
computerlovetech/agr/skills/agr-cli Skill
450★ repoA package manager for AI agents. Install agent skills from GitHub with a single command.
aannoo/hcom/skills/hcom-agent-messaging Skill
449★ repoLet AI agents message, watch, and spawn each other across terminals. Claude Code, Codex, Antigravity CLI, Cursor CLI, OpenCode, Kilo, Pi, Kimi
SponsioLabs/Sponsio/plugins/sponsio-claude-code/skills/configure Skill
445★ repoDeterministic safety solutions for probabilistic AI agents
gitkraken/gk-cli/com.gitkraken/gk-cli MCP server
no license442★ repoThe GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
superserve-ai/superserve/io.github.superserve-ai/mcp MCP server
439★ repoMCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs
formulahendry/mcp-server-spec-driven-development/io.github.formulahendry/spec-driven-development MCP server
435★ repoMCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
delorenj/mcp-server-trello/io.github.delorenj/mcp-server-trello MCP server
432★ repoMCP server for Trello boards with rate limiting, type safety, and comprehensive API integration.
ankimcp/anki-mcp-server/ai.ankimcp/anki-mcp-server MCP server
430★ repoMCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
BlockRunAI/blockrun-mcp/io.github.BlockRunAI/blockrun-mcp MCP server
426★ repoWeb search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.
cablate/mcp-google-map/io.github.cablate/google-map MCP server
424★ repo18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.
mondaycom/mcp/com.monday/monday.com MCP server
417★ repoMCP server for monday.com integration.
gcpdev/llm-council-skill/llm-council Skill
408★ repoA skill to claude code that enables brainstorming with other LLMs (ChatGPT, Gemini) before presenting the implementation plan to the user
tomyud1/godot-mcp/io.github.tomyud1/godot-mcp MCP server
405★ repoMCP server for Godot game engine integration — control the Godot editor with AI
tugcantopaloglu/godot-mcp/io.github.tugcantopaloglu/godot-mcp MCP server
405★ repoMCP server for full Godot 4.x engine control with 165 tools for AI-driven game development
ShaftHQ/SHAFT_ENGINE/io.github.ShaftHQ/shaft-mcp MCP server
404★ repoSHAFT browser automation, capture, and offline deterministic failure diagnosis
chrisdoc/hevy-mcp/io.github.chrisdoc/hevy-mcp MCP server
404★ repoMCP server for managing workouts, routines, and exercise data through the Hevy API
PlanExeOrg/PlanExe/io.github.PlanExeOrg/planexe MCP server
396★ repoMCP server for generating rough-draft project plans from natural-language prompts.
RekklesNA/ProxmoxMCP-Plus/io.github.RekklesNA/proxmox-mcp-plus MCP server
394★ repoProxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.