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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

  • Multi gmail mcp

    gx-55/multi-gmail-mcp/io.github.gx-55/multi-gmail-mcp MCP server

    17★ repo

    Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, and organize.

  • WhatsApp Web MCP Server

    mario-andreschak/mcp-whatsapp-web/io.github.mario-andreschak/mcp-whatsapp-web MCP server

    17★ repo

    MCP server for WhatsApp via whatsapp-web.js: send/receive messages, media, chats, groups, contacts

  • Remi

    mattheworiordan/remi/io.github.mattheworiordan/remi MCP server

    17★ repo

    Apple Reminders CLI and MCP server with section support and iCloud sync

  • Mnemoverse Memory

    mnemoverse/mcp-memory-server/io.github.mnemoverse/mcp-memory-server MCP server

    17★ repo

    Hosted memory for AI agents that learns and forgets — one key across Claude, Cursor & ChatGPT.

  • Mcp

    sapiom/sapiom-js/io.github.sapiom/mcp MCP server

    17★ repo

    Sapiom MCP server — authentication, verification, and API tools

  • Mcp turso cloud

    spences10/mcp-turso-cloud/io.github.spences10/mcp-turso-cloud MCP server

    17★ repo

    MCP server for integrating Turso with LLMs

  • replicant-mcp

    thecombatwombat/replicant-mcp/io.github.thecombatwombat/replicant-mcp MCP server

    17★ repo

    Android MCP server for AI-assisted development. Build, test, emulate, and automate.

  • reMarkable MCP Server

    wavyrai/rm-mcp/io.github.wavyrai/rm-mcp MCP server

    17★ repo

    Access your reMarkable tablet - read documents, browse files, extract text and OCR handwritten notes

  • Lore

    TheaDust/lore Skill

    16★

    This is an AI coding agent Skill that provides framework-agnostic project memory, enabling agents to preserve architecture, decisions, and conventions across sessions.

  • Fabric data agent perf remediate

    PatrickGallucci/fabric-skills/skills/fabric-data-agent-perf-remediate Skill

    16★ repo

    Copilot, Claude AI Skills for Microsoft Fabric

  • Ai elements chatbot

    jackspace/ClaudeSkillz/skills/ai-elements-chatbot Skill

    16★ repo

    ClaudeSkillz: For when you need skills, but lazier

  • Claude design patterns

    codeclawd/fable-mode/skills/claude-design-patterns Skill

    no license16★ repo

    Run 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.

  • Civitai gen

    civitai/civitai-gen-skill/civitai-gen Skill

    16★ repo

    Generate images, video, audio and more via Civitai's orchestration API — a runtime-agnostic agent skill (AgentSkills format, zero deps, Node 18+).

  • Spotify api

    fabioc-aloha/spotify-skill/spotify-api Skill

    16★ repo

    Spotify Skills for Claude - Production Spotify API integration + complete toolkit for creating Claude Desktop Skills. Includes OAuth 2.0, cover art generation, automated tools, and comprehensive guides.

  • Majia guanyuan

    maojiebc/majia-guanyuan Skill

    16★

    观远 BI · 马甲实战版 —— 官方全家桶之上的实战增益层。标准查数/建卡/ETL/数据集 CRUD/指标写路由官方（guancli/guanvis/guanetl/guanwf/guands/guanmetric，6 件），本 skill 专攻官方够不着的硬骨头：ETL 整库治理+10类引擎报错、自定义图表注入+descriptor patch、HTML 看板视觉设计底线（反 AI 味红线+五层验收）、v7 状态机绕过、SuperApp 反向工程、AI-native ADS（餐饮公式库已迁 majia-huiyuan）。Claude Code/OpenClaw/Codex/Hermes 通用 · v3.1.8

  • Mcp

    apideck-libraries/mcp/com.apideck/mcp MCP server

    16★ repo

    Apideck Unified API MCP — 330 tools across 200+ SaaS connectors (accounting, CRM, HRIS, ATS).

  • Druid mcp server

    iunera/druid-mcp-server/com.iunera/druid-mcp-server MCP server

    16★ repo

    AI-powered MCP server for Apache Druid cluster management and analytic

  • Claude KVM

    ARAS-Workspace/claude-kvm/io.github.ARAS-Workspace/claude-kvm MCP server

    16★ repo

    MCP server — control remote desktops via VNC with a native Swift daemon and Apple Vision OCR

  • Mcp seedance

    AceDataCloud/SeedanceMCP/io.github.AceDataCloud/mcp-seedance MCP server

    16★ repo

    MCP server for ByteDance Seedance AI video generation

  • mac-control-mcp

    AdelElo13/mac-control-mcp/io.github.AdelElo13/mac-control-mcp MCP server

    16★ repo

    Native Swift macOS automation — 143 tools: AX, EventKit, voice, browser DOM, undo.

  • Komodo MCP Server

    MP-Tool/komodo-mcp-server/io.github.MP-Tool/komodo-mcp-server MCP server

    16★ repo

    MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI

  • Fathom MCP Server

    agencyenterprise/fathom-mcp-server/io.github.agencyenterprise/fathom-mcp-server MCP server

    16★ repo

    Connect Claude to Fathom meeting recordings, transcripts, and summaries

  • Figma mcp rust

    alvinindra/figma-mcp-rust/io.github.alvinindra/figma-mcp-rust MCP server

    16★ repo

    Figma MCP server in Rust — plugin bridge, no API token, no rate limits, 73 tools.

  • FAOSTAT MCP

    berba-q/faostat-mcp/io.github.berba-q/faostat-mcp MCP server

    16★ repo

    FAOSTAT data for 245 countries: crops, trade, food security, and emissions via 21 MCP tools.

  • Cronometer

    cphoskins/cronometer-mcp/io.github.cphoskins/cronometer MCP server

    16★ repo

    MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurring foods

  • boxpdf

    earonesty/boxpdf/io.github.earonesty/boxpdf MCP server

    16★ repo

    Resource-only MCP server with docs and templates for the boxpdf TypeScript PDF layout library.

  • GB Studio MCP Server

    eoinjordan/gb-studio-agent/io.github.eoinjordan/gbstudio-claude-mcp MCP server

    no license16★ repo

    Create and modify GB Studio projects with MCP tools for scenes, actors, assets, and validation.

  • Seo crawler mcp

    houtini-ai/seo-crawler-mcp/io.github.houtini-ai/seo-crawler-mcp MCP server

    16★ repo

    Crawl and analyse websites for SEO errors using Crawlee with SQLite storage

  • MTG MCP Server

    j4th/mtg-mcp-server/io.github.j4th/mtg-mcp-server MCP server

    16★ repo

    Magic: The Gathering card search, combo lookup, draft analytics, and Commander tools.

  • Monarch MCP Server

    jamiew/monarch-mcp/io.github.jamiew/monarch-mcp MCP server

    16★ repo

    Access Monarch financial data — accounts, transactions, budgets, and more

  • ServiceNow MCP Server

    jschuller/mcp-server-servicenow/io.github.jschuller/mcp-server-servicenow MCP server

    16★ repo

    19 tools + 5 resources for ServiceNow: CMDB, update sets, tables. OAuth 2.1, Tokyo+.

  • Ui annotator mcp

    mcpware/ui-annotator-mcp/io.github.mcpware/ui-annotator-mcp MCP server

    16★ repo

    Annotates any web page with hover labels for AI assistants — zero extensions, any browser

  • Ghostfolio MCP

    mhajder/ghostfolio-mcp/io.github.mhajder/ghostfolio-mcp MCP server

    16★ repo

    MCP server for Ghostfolio portfolio management and financial data access

  • Meta

    mikusnuz/meta-mcp/io.github.mikusnuz/meta MCP server

    16★ repo

    MCP server for Instagram Graph API, Threads API & Meta platform management

  • Wet mcp

    n24q02m/wet-mcp/io.github.n24q02m/wet-mcp MCP server

    16★ repo

    MCP server for web search, content extraction, academic research, and library docs.

  • Apache Pinot MCP Server

    startreedata/mcp-pinot/io.github.startreedata/mcp-pinot MCP server

    16★ repo

    Explore and query Apache Pinot clusters through MCP.

  • Claude octopus

    xiaolai/claude-octopus/io.github.xiaolai/claude-octopus MCP server

    16★ repo

    Spawn multiple specialized Claude Code agents as MCP servers, each independently configured.

  • Agent guardrails

    jzOcb/agent-guardrails Skill

    15★

    Mechanical enforcement tools to prevent AI agents from bypassing established project standards.

  • Cc agent audit

    cablate/ai-toolkit/domain-skills/claude-code/cc-agent-audit Skill

    15★ repo

    Battle-tested Claude Code skills for relentless AI delivery

  • Claude codex bridge

    Jayden-X-L/claude-codex-bridge/.claude/skills/claude-codex-bridge Skill

    15★ repo

    Local CLI-first bridge for bidirectional Claude Code and Codex review loops.

  • Agent contracts

    ishwarjha/lumen-product-management/skills/agent-contracts Skill

    no license15★ repo

    18-agent Claude Code PM co-pilot for founders and product leaders. Runs inside Claude Code. Covers PMF discovery, churn recovery, quarterly strategy, feature validation, GTM launch, and NRR analysis. Evidence-graded reports. Human-in-the-loop oversight gates. No dashboard. No login. Configure the Anthropic API Key and get started!

  • Skill creator

    a-tokyo/agent-skills/.agents/skills/skill-creator Skill

    15★ repo

    🧠 AI Agent skills for LLMs and AI Agents - Claude, Codex, Cursor etc.

  • Ruledoctor

    syf2211/ruledoctor/plugin/skills/ruledoctor Skill

    15★ repo

    Agent Skill: read CLAUDE.md & project rules before coding. Optional CLI audit + hooks. Claude/Codex/Cursor.

  • Coff0xc ai agent rag

    Coff0xc/coffee-skill/skills/coff0xc-ai-agent-rag Skill

    no license15★ repo

    Installable Codex/AgentSkills workflow pack for dev, Agent/RAG, API/data, Office artifacts, research diagrams, and authorized security review.

  • Genesis Mind ClaudeSkill Agent

    ElmatadorZ/Genesis-Mind-ClaudeSkill-Agent Skill

    15★

    Cognitive Operating System for AI Agent (Skill.md) Self-thinking Multi-agent reasoning Meta-cognition Self-evolution

  • Claude permissions audit

    jackchuka/skills/claude-permissions-audit Skill

    15★ repo

    A lazy engineer's toolkit — why do it yourself when a Skill can?

  • Iblai api agent access

    iblai/api/skills/iblai-api-agent-access Skill

    15★ repo

    Agent skills + a chat MCP server to operate the ibl.ai platform via its REST API. Install: npx skills add iblai/api

  • Prompts review

    v0lka/skills/agentic/prompts-review Skill

    15★ repo

    A set of AI agent skills for research and development tasks.

  • Koda cli subagent

    XCode-NLP/KodaSkills/skills/koda-cli-subagent Skill

    15★ repo

    Навыки для KodaCode

  • Aiops autonomous incident response

    ivanshamaev/de-agent-skills/group_skills/infra_dataops_group_skills/aiops_autonomous_incident_response Skill

    no license15★ repo

    Профессиональные Data Engineering Agent Skills для разработки AI Agentic Data Platform

  • Ui design memory

    oneworks-ai/app/.oo/skills/ui-design-memory Skill

    15★ repo

    One Works application monorepo for AI agents, plugins, desktop, web, CLI, and Relay.

  • Parallel Task MCP

    parallel-web/task-mcp/ai.parallel/task-mcp MCP server

    no license15★ repo

    An MCP server for deep research or task groups

  • Aegis — AI Agent Governance

    Acacian/aegis/io.github.Acacian/aegis MCP server

    15★ repo

    Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

  • RPG Maker MV Ultimate MCP

    DiegoLopez0208/RpgMakerMVUltimate-MCP/io.github.DiegoLopez0208/rpgmaker-mv-ultimate MCP server

    15★ repo

    RPG Maker MV Ultimate: AI copilot to generate, edit and understand RPG Maker MV projects (MCP)

  • Calm mcp

    Eilodon/CALM/io.github.Eilodon/calm-mcp MCP server

    15★ repo

    MCP server giving coding agents a call-graph-aware, hash-verified view of a codebase, not grep.

  • Agent Comms

    ExaDev/agent-comms/io.github.ExaDev/agent-comms MCP server

    no license15★ repo

    Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP

  • Genieacs mcp

    GeiserX/genieacs-mcp/io.github.GeiserX/genieacs-mcp MCP server

    15★ repo

    MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device management

  • Mistral mcp

    Swih/mistral-mcp/io.github.Swih/mistral-mcp MCP server

    15★ repo

    Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents, batch.

  • NowAIKit — ServiceNow MCP Server

    aartiq/nowaikit/io.github.aartiq/nowaikit MCP server

    no license15★ repo

    ServiceNow MCP server — 450+ tools (ITSM, ITOM, CMDB, scripting) for Claude, ChatGPT & any AI.

  • mcp-fns-check

    atomno-mcp/mcp-fns-check/io.github.atomno-mcp/mcp-fns-check MCP server

    15★ repo

    Russian tax authority (FNS) counterparty checks: status, debts, blocks. Due diligence MCP.