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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

  • Google researcher

    zoharbabin/google-researcher-mcp/io.github.zoharbabin/google-researcher MCP server

    34★ repo

    MCP server providing Google Search, web scraping, and multi-source research tools for AI assistants

  • Boss agent cli

    1xiaoyueryuer/boss-hr-agent-toolkit/boss-agent-cli Skill

    33★ repo

    BOSS 直聘 HR 智能体工具箱，基于 boss-agent-cli 的简历筛选全流程自动化

  • Agent native architecture

    iliaal/ai-skills/skills/agent-native-architecture Skill

    33★ repo

    Curated collection of agent skills for AI coding assistants.

  • Mcp server

    thoughtspot/mcp-server/app.thoughtspot/mcp-server MCP server

    no license33★ repo

    MCP Server for ThoughtSpot - provides OAuth authentication and tools for querying data

  • macOS Calendar and Reminders

    PsychQuant/che-ical-mcp/io.github.PsychQuant/che-ical-mcp MCP server

    33★ repo

    macOS Calendar and Reminders MCP server (29 tools). Native Swift EventKit, iCloud/Google/Exchange.

  • Airflow mcp server

    abhishekbhakat/airflow-mcp-server/io.github.abhishekbhakat/airflow-mcp-server MCP server

    33★ repo

    An MCP server for Apache Airflow

  • C64 Bridge

    chrisgleissner/c64bridge/io.github.chrisgleissner/c64bridge MCP server

    33★ repo

    MCP server for Commodore 64 Ultimate hardware and VICE emulator control.

  • Quicken mac mcp

    dweekly/quicken-mac-mcp/io.github.dweekly/quicken-mac-mcp MCP server

    33★ repo

    Read-only access to Quicken For Mac financial data: transactions, spending, and portfolios.

  • prompts.chat MCP Server

    f/prompts.chat-mcp/io.github.f/prompts.chat-mcp MCP server

    no license33★ repo

    Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts.

  • macOS Calendar & Reminders

    kiki830621/che-ical-mcp/io.github.kiki830621/che-ical-mcp MCP server

    33★ repo

    macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud/Google/Exchange.

  • Outlook assistant

    littlebearapps/outlook-assistant/io.github.littlebearapps/outlook-assistant MCP server

    33★ repo

    Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mailbox management.

  • Outlook mcp

    littlebearapps/outlook-mcp/io.github.littlebearapps/outlook-mcp MCP server

    33★ repo

    Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and settings via Graph API.

  • Local FAISS MCP Server

    nonatofabio/local_faiss_mcp/io.github.nonatofabio/local-faiss-mcp MCP server

    33★ repo

    Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

  • Multi-MCP

    religa/multi_mcp/io.github.religa/multi-mcp MCP server

    33★ repo

    Multi-model AI orchestration MCP server with code review, compare, and debate tools.

  • Saga mcp

    spranab/saga-mcp/io.github.spranab/saga-mcp MCP server

    33★ repo

    Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard

  • Mcp adr analysis server

    tosin2013/mcp-adr-analysis-server/io.github.tosin2013/mcp-adr-analysis-server MCP server

    33★ repo

    AI-powered MCP server for analyzing Architectural Decision Records (ADRs).

  • Claude code

    Xiaoher-C/agentbnb/adapters/claude-code Skill

    32★ repo

    Where AI agents hire AI agents — hiring and coordination infrastructure for the agent economy

  • Ue5 mcp

    ibrews/ue5-mcp Skill

    no license32★

    Cowork/Claude Code skill for Unreal Engine 5 development via MCP, pixel streaming, and Python editor scripting

  • Mcp

    infobip/mcp/com.infobip/mcp MCP server

    32★ repo

    Infobip MCP server for omnichannel communication and messaging. SMS, RCS, WhatsApp, Viber and more.

  • Perseus: MCP server and live context engine

    Perseus-Computing-LLC/perseus/io.github.Perseus-Computing-LLC/perseus MCP server

    32★ repo

    Live context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.

  • Cursor history

    S2thend/cursor-history-mcp/io.github.S2thend/cursor-history MCP server

    32★ repo

    MCP server for browsing, searching, exporting, and backing up your Cursor AI chat history

  • Debridge mcp

    debridge-finance/debridge-mcp/io.github.debridge-finance/debridge-mcp MCP server

    32★ repo

    deBridge MCP

  • E arveldaja mcp

    iseppo/e-arveldaja-mcp/io.github.iseppo/e-arveldaja-mcp MCP server

    32★ repo

    Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, reports.

  • LibreNMS MCP

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

    32★ repo

    MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure

  • Better godot mcp

    n24q02m/better-godot-mcp/io.github.n24q02m/better-godot-mcp MCP server

    32★ repo

    Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.

  • PubNub MCP Server

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

    no license32★ repo

    PubNub Model Context Protocol MCP Server for Cursor and Claude

  • MCP Evernote

    verygoodplugins/mcp-evernote/io.github.verygoodplugins/mcp-evernote MCP server

    no license32★ repo

    Evernote note management with OAuth and ENML conversion

  • Kernel mcp server

    onkernel/kernel-mcp-server/com.onkernel/kernel-mcp-server MCP server

    31★ repo

    Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAuth).

  • tdmcp — TouchDesigner MCP server

    Pantani/tdmcp/io.github.Pantani/tdmcp MCP server

    31★ repo

    Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.

  • Dav mcp

    PhilflowIO/dav-mcp/io.github.PhilflowIO/dav-mcp MCP server

    31★ repo

    AI-orchestrated calendars, contacts & tasks across any DAV platform. 26 tools, field-agnostic.

  • Adaptive cards mcp

    VikrantSingh01/adaptive-cards-mcp/io.github.VikrantSingh01/adaptive-cards-mcp MCP server

    31★ repo

    Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.

  • Workflows mcp server

    cyanheads/workflows-mcp-server/io.github.cyanheads/workflows-mcp-server MCP server

    31★ repo

    Store, query, and create YAML workflow playbooks for LLM agents.

  • AIquila — Nextcloud MCP Server

    elgorro/aiquila/io.github.elgorro/aiquila-mcp MCP server

    31★ repo

    Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools

  • GitLab MCP Server

    jmrplens/gitlab-mcp-server/io.github.jmrplens/gitlab-mcp-server MCP server

    31★ repo

    Manage GitLab projects, issues, merge requests, pipelines, repositories, and admin workflows.

  • Mcp klever vm

    klever-io/mcp-klever-vm/io.github.klever-io/mcp-klever-vm MCP server

    31★ repo

    MCP server for Klever blockchain smart contract development.

  • GitHub to MCP Converter

    nirholas/github-to-mcp/io.github.nirholas/github-to-mcp MCP server

    no license31★ repo

    Convert any GitHub repo to MCP server - automatic tool generation API wrap

  • Easyeda mcp pro

    oaslananka/easyeda-mcp-pro/io.github.oaslananka/easyeda-mcp-pro MCP server

    31★ repo

    MCP server for EasyEDA Pro: PCB inspection, BOM, exports, and hardware review.

  • Plateau creative mcp

    pixelx-jp/plateau-creative-mcp/io.github.pixelx-jp/plateau-creative-mcp MCP server

    31★ repo

    PLATEAU 3D city data as scene-editing and glTF export tools for creative LLM agents.

  • Variflight mcp

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

    no license31★ repo

    VariFlight's official MCP server provides tools to query flight, weather, comfort, and fare data.

  • Streamdeck mcp

    verygoodplugins/streamdeck-mcp/io.github.verygoodplugins/streamdeck-mcp MCP server

    31★ repo

    MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions

  • Connectry architect mcp

    Connectry-io/connectrylab-architect-cert-mcp/io.github.weareconnectry/connectry-architect-mcp MCP server

    31★ repo

    Free certification prep for the Claude Certified Architect exam by Connectry LABS

  • iFlow Search

    zhengyanglsun/iflow-search-js/io.github.zhengyanglsun/iflow-search MCP server

    31★ repo

    MCP server for iFlow Search web search, image search, and URL fetch tools.

  • Qase Test Management

    qase-tms/qase-mcp-server/io.qase/mcp-server MCP server

    31★ repo

    Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools.

  • Claude consult

    NickCrew/Claude-Cortex/codex/skills/claude-consult Skill

    30★ repo

    Claude Cortex

  • Agent canvas

    WHQ25/agent-canvas/skills/agent-canvas Skill

    30★ repo

    Excalidraw for AI agents — draw diagrams via CLI.

  • Dbmcp

    haymon-ai/dbmcp/ai.haymon/dbmcp MCP server

    30★ repo

    Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention

  • Airtable User MCP

    Automations-Project/VSCode-Airtable-Formula/io.github.Automations-Project/airtable-user-mcp MCP server

    30★ repo

    Manage Airtable bases: schema, field CRUD, views, formula validation, extensions

  • Funplay Godot MCP

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

    30★ repo

    stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot-mcp.

  • Withings Health Data

    akutishevsky/withings-mcp/io.github.akutishevsky/withings MCP server

    30★ repo

    MCP server for Withings health data — sleep, activity, heart, and body metrics.

  • Vidlens mcp

    thatsrajan/vidlens-mcp/io.github.thatsrajan/vidlens-mcp MCP server

    30★ repo

    Video as a queryable local asset for AI agents — 47 tools for YouTube, social, and local media.

  • Claude code project

    zebbern/skills/claude-code-project Skill

    no license29★ repo

    High-quality Agent Skills made to perform reliably in real workflows

  • Agent email inbox

    MoizIbnYousaf/marketing-cli/skills/agent-email-inbox Skill

    29★ repo

    Agent-native marketing CLI: 58 skills, 5 research agents, brand memory that compounds across sessions, and a local Studio dashboard. One npm install, then /cmo in your coding agent.

  • Lessie email

    LessieAI/lessie-skill/lessie-email Skill

    no license29★ repo

    A Claude Code/Codex skill for searching, qualifying, and enriching people and companies. Supports candidate sourcing, B2B lead generation, contact enrichment (email, phone, LinkedIn), company research (industry, funding, tech stack, hiring), and background intelligence on people or organizations.

  • Add llm evals

    ContextJet-ai/awesome-llm-observability/skills/add-llm-evals Skill

    no license29★ repo

    50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.

  • Record and replay skill

    ugarchance/record-and-replay-skill Skill

    29★

    Agent-agnostic record & replay skill: watch a user demonstrate a workflow (browser via Playwright, desktop via OpenAdapt) and turn it into a reusable AI-agent skill. Works with Claude Code, Codex CLI, opencode.

  • Airflow and workflow orchestration

    vaquarkhan/data-engineering-agent-skills/skills/airflow-and-workflow-orchestration Skill

    29★ repo

    Production-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.

  • LinkupPlatform linkup mcp server

    LinkupPlatform/linkup-mcp-server/ai.smithery/LinkupPlatform-linkup-mcp-server MCP server

    29★ repo

    Search the web in real time to get trustworthy, source-backed answers. Find the latest news and co…

  • Scout mcp local

    scoutapp/scout-mcp-local/com.scoutapm/scout-mcp-local MCP server

    29★ repo

    An MCP server for Scout Monitoring data interactions.

  • Greptimedb mcp server

    GreptimeTeam/greptimedb-mcp-server/io.github.GreptimeTeam/greptimedb-mcp-server MCP server

    29★ repo

    Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.

  • Orcaslicer mcp

    MaxEllis/orcaslicer-mcp/io.github.MaxEllis/orcaslicer-mcp MCP server

    29★ repo

    Drive a running OrcaSlicer with AI: load models, tune settings, slice, and analyze results

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