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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

  • Dash mcp server

    Kapeli/dash-mcp-server/io.github.Kapeli/dash-mcp-server MCP server

    176★ repo

    MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.

  • Mcp observatory

    KryptosAI/mcp-observatory/io.github.KryptosAI/mcp-observatory MCP server

    176★ repo

    MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.

  • FirstData

    MLT-OSS/FirstData/io.github.Vist233/firstdata MCP server

    176★ repo

    Hosted MCP server for finding authoritative primary data sources and official portals.

  • Anythingmcp

    HelpCode-ai/anythingmcp/io.github.keysersoft/anythingmcp MCP server

    176★ repo

    Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code.

  • Mirroir mcp

    jfarcand/mirroir-mcp/io.github.jfarcand/mirroir-mcp MCP server

    175★ repo

    Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type.

  • Mcp abap abap adt api

    mario-andreschak/mcp-abap-abap-adt-api/io.github.mario-andreschak/mcp-abap-abap-adt-api MCP server

    175★ repo

    MCP server wrapping abap-adt-api for ABAP ADT development workflows against SAP systems

  • Ultracode

    PabloNAX/ultracode-skill/ultracode Skill

    174★ repo

    Codex-first Ultracode skill for dynamic coding workflows

  • Jjlabsio korea stock mcp

    jjlabsio/korea-stock-mcp/ai.smithery/jjlabsio-korea-stock-mcp MCP server

    170★ repo

    Search company disclosures and financial statements from the Korean market. Retrieve stock profile…

  • Mcp abap adt

    mario-andreschak/mcp-abap-adt/io.github.mario-andreschak/mcp-abap-adt MCP server

    168★ repo

    ABAP ADT MCP server for reading SAP objects (programs, classes, tables, CDS) via ADT

  • Frappe agent architect

    Impertio-Studio/Frappe_Claude_Skill_Package/skills/source/agents/frappe-agent-architect Skill

    no license167★ repo

    60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and operations

  • Image

    smixs/visual-skills/image Skill

    165★ repo

    AI film director skills for Claude agents: cinematic dramaturgy (Murch, blocking, montage) + exact prompt syntax for Seedance 2.5, Kling 3.0 Turbo/Omni, Veo 3.1, Nano Banana 2, GPT Image 2. Claude Code, Cursor, Windsurf, OpenCode

  • Module audit

    wednesday-solutions/ai-agent-skills/skills/agents/module-audit Skill

    165★ repo

    Pre-configured agent skills for Vibe Coded projects. These skills provide AI coding assistants (Claude Code, Cursor, etc.) with specific guidelines for code quality and design standards.

  • Safari mcp

    achiya-automation/safari-mcp/io.github.achiya-automation/safari-mcp MCP server

    165★ repo

    Native Safari browser automation for AI agents — 97 tools, zero Chrome overhead.

  • Notion mcp server

    awkoy/notion-mcp-server/io.github.awkoy/notion-mcp-server MCP server

    165★ repo

    Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.

  • Ai4s agent

    ai4s-research/ai4s-skills/skills/ai4s-agent Skill

    164★ repo

    Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.

  • Glean Remote MCP Server

    gleanwork/remote-mcp-server/com.glean/mcp MCP server

    164★ repo

    Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.

  • Serpapi mcp

    serpapi/serpapi-mcp/io.github.serpapi/serpapi-mcp MCP server

    164★ repo

    Official SerpApi MCP server for Google, Bing, and other search engines.

  • Mcp server

    taskade/mcp/io.github.taskade/mcp-server MCP server

    163★ repo

    Connect Taskade to any AI assistant — 62 tools: projects, tasks, agents, agent chat, webhooks.

  • Agent delegation

    kangarooking/system-prompt-skills/agent-delegation Skill

    162★ repo

    从 165 个顶级 AI 产品系统提示词中蒸馏出的 15 个可执行 Agent skill

  • Funplay Cocos MCP

    FunplayAI/funplay-cocos-mcp/io.github.FunplayAI/funplay-cocos-mcp MCP server

    161★ repo

    stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funplay-cocos-mcp.

  • Svelte llm mcp

    khromov/svelte-llm-mcp/garden.stanislav.svelte-llm/svelte-llm-mcp MCP server

    160★ repo

    An MCP server that provides access to Svelte 5 and SvelteKit documentation

  • ARC-1

    arc-mcp/arc-1/io.github.arc-mcp/arc-1 MCP server

    160★ repo

    MCP server for SAP ABAP systems

  • CLEO MCP Server

    kryptobaseddev/cleo/io.github.kryptobaseddev/cleo-mcp-server MCP server

    160★ repo

    Task management for AI coding agents — CQRS 2-gateway pattern, 200 ops across 10 domains

  • Joplin MCP Server

    alondmnt/joplin-mcp/io.github.alondmnt/joplin-mcp MCP server

    158★ repo

    FastMCP server exposing Joplin notes, notebooks, tags, and imports.

  • ARC-1

    marianfoo/arc-1/io.github.marianfoo/arc-1 MCP server

    158★ repo

    MCP server for SAP ABAP systems

  • Office oxide mcp

    Aimino-Tech/opendocswork-mcp/io.github.Aimino-Tech/office-oxide-mcp MCP server

    157★ repo

    Rust-native MCP server for Office document processing

  • Hypertool mcp

    toolprint/hypertool-mcp/ai.toolprint/hypertool-mcp MCP server

    no license155★ repo

    Dynamically expose tools from proxied servers based on an Agent Persona

  • PayRam Helper MCP Server

    PayRam/payram-helper-mcp-server/io.github.PayRam/payram-helper-mcp MCP server

    no license155★ repo

    Remote MCP server to integrate and validate self-hosted PayRam deployments.

  • Mcp funnel

    chris-schra/mcp-funnel/io.github.chris-schra/mcp-funnel MCP server

    155★ repo

    MCP proxy that aggregates multiple servers with tool filtering and customization

  • Prism mcp

    dcostenco/prism-mcp/io.github.dcostenco/prism-mcp MCP server

    155★ repo

    Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents

  • Lastsaas

    jonradoff/lastsaas/io.github.jonradoff/lastsaas MCP server

    155★ repo

    Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health.

  • Fiori mcp server

    SAP/open-ux-tools/io.github.SAP/fiori-mcp-server MCP server

    154★ repo

    SAP Fiori - Model Context Protocol (MCP) server

  • Outline MCP Server

    Vortiago/mcp-outline/io.github.Vortiago/mcp-outline MCP server

    154★ repo

    Connect AI assistants to Outline for document search, reading, and management

  • Forensify

    alexgreensh/repo-forensics/plugins/repo-forensics/skills/forensify Skill

    no license153★ repo

    Offline security scanner for AI-agent repos, skills, plugins, and MCP servers.

  • Iphone mirroir mcp

    jfarcand/iphone-mirroir-mcp/io.github.jfarcand/iphone-mirroir-mcp MCP server

    152★ repo

    Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type.

  • Mcp image

    shinpr/mcp-image/io.github.shinpr/mcp-image MCP server

    152★ repo

    AI image generation and editing with prompt optimization and quality presets

  • Skill creator

    w95/awesome-claude-corporate-skills/00-meta/skill-creator Skill

    150★ repo

    166 production-ready Claude AI skills organized by corporate role — executive leadership, finance, HR, marketing, sales, legal, operations, engineering, product, data, customer success, procurement & document processing

  • Shodan

    BurtTheCoder/mcp-shodan/io.github.BurtTheCoder/shodan MCP server

    150★ repo

    MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.

  • Mcp server

    browserstack/mcp-server/io.github.browserstack/mcp-server MCP server

    149★ repo

    BrowserStack's Official MCP Server

  • Mcp ts template

    cyanheads/mcp-ts-template/io.github.cyanheads/mcp-ts-template MCP server

    148★ repo

    TypeScript template for building MCP servers with declarative tooling, observability, and auth.

  • macOS-MCP

    Jeomon/macos-mcp/io.github.Jeomon/macos-mcp MCP server

    147★ repo

    MCP server for macOS desktop automation via the Accessibility API.

  • Mcp ts core

    cyanheads/mcp-ts-core/io.github.cyanheads/mcp-ts-core MCP server

    147★ repo

    Agent-native TypeScript framework for building MCP servers with declarative definitions.

  • NotebookLM MCP

    roomi-fields/notebooklm-mcp/io.github.roomi-fields/notebooklm-mcp MCP server

    147★ repo

    Automate Google NotebookLM — Q&A with citations, audio, video, content generation

  • Miro

    miroapp/miro-ai/io.github.miroapp/mcp-server MCP server

    144★ repo

    Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.

  • Harness engineering guide

    OdradekAI/harness-engineering-guide/harness-engineering-guide Skill

    143★ repo

    My personal directory of skills.

  • Virustotal

    BurtTheCoder/mcp-virustotal/io.github.BurtTheCoder/virustotal MCP server

    143★ repo

    MCP server for querying VirusTotal API with comprehensive security analysis tools.

  • MCP Fiscal Brasil

    nikolasdehor/mcp-fiscal-brasil/io.github.nikolasdehor/mcp-fiscal-brasil MCP server

    143★ repo

    Servidor MCP para integrar IAs com o sistema fiscal brasileiro: CNPJ, NFe, NFSe, SPED, eSocial.

  • Financial Modeling Prep MCP Server

    imbenrabi/Financial-Modeling-Prep-MCP-Server/io.github.imbenrabi/financial-modeling-prep-mcp-server MCP server

    141★ repo

    MCP server for Financial Modeling Prep API with 250+ financial data tools

  • Godot MCP

    satelliteoflove/godot-mcp/io.github.satelliteoflove/godot-mcp MCP server

    141★ repo

    Agent-driven Godot playtesting: editor control, input injection, game-time stepping, live state.

  • Cassette video edit

    Cassette-Editor/oh-my-cassette/skills/cassette-video-edit Skill

    140★ repo

    你的随身 AI 剪辑搭档 | Pocket AI co-editor for video montage — AI video editing plugin & MCP server for Claude Code, Codex, Hermes & OpenCode

  • Code Pathfinder

    shivasurya/code-pathfinder/dev.codepathfinder/pathfinder MCP server

    140★ repo

    Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.

  • MCP Fiscal Brasil

    DeHor-Labs/mcp-fiscal-brasil/io.github.DeHor-Labs/mcp-fiscal-brasil MCP server

    140★ repo

    Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Sem API key.

  • Hostinger api mcp

    hostinger/api-mcp-server/io.github.hostinger/hostinger-api-mcp MCP server

    139★ repo

    MCP server for Hostinger API

  • Agent memory implementation

    simbajigege/book2skills/skills/agent-memory-implementation Skill

    138★ repo

    Create best skills based on best books

  • Whoop

    shashankswe2020-ux/whoop-mcp/io.github.shashankswe2020-ux/whoop MCP server

    138★ repo

    MCP server for WHOOP health data — recovery, sleep, workouts, cycles, and trends.

  • One search mcp

    yokingma/one-search-mcp/io.github.yokingma/one-search-mcp MCP server

    138★ repo

    Web search, crawl, scrape & extract with agent-browser, SearXNG, Tavily, DuckDuckGo, Bing & more

  • Gearcoleco MCP Server

    drhelius/gearcoleco/io.github.drhelius/gearcoleco MCP server

    137★ repo

    MCP server for Gearcoleco ColecoVision emulator

  • Ignite UI MCP Server

    IgniteUI/igniteui-cli/io.github.IgniteUI/mcp-server MCP server

    136★ repo

    Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding

  • Mcp

    webflow/mcp-server/com.webflow/mcp MCP server

    135★ repo

    AI-powered design and management for Webflow Sites

  • Dynatrace mcp

    dynatrace-oss/Dynatrace-mcp/io.github.dynatrace-oss/Dynatrace-mcp MCP server

    134★ repo

    [DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or Dynatrace Remote MCP Server.

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