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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

  • PCI DSS v4.0.1 Compliance Checker

    shyshlakov/pci-dss-mcp/io.github.shyshlakov/pci-dss-mcp MCP server

    3★ repo

    PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP server

  • Sf mcp

    signal-found/sf-mcp/io.github.signal-found/sf-mcp MCP server

    3★ repo

    Reddit outreach at scale — find prospects, send 1000s of DMs/day, and manage your CRM via AI agents.

  • Uniprot mcp

    smaniches/uniprot-mcp/io.github.smaniches/uniprot-mcp MCP server

    3★ repo

    Model Context Protocol server for the UniProt protein knowledgebase.

  • Gdocs comments mcp

    stanislawherjan1/gdocs-comments-mcp/io.github.stanislawherjan1/gdocs-comments-mcp MCP server

    3★ repo

    Add inline, range-anchored comments to Google Docs - the one comment op the Google APIs can't do.

  • Rhumb mcp

    supertrained/rhumb/io.github.supertrained/rhumb-mcp MCP server

    3★ repo

    Agent gateway for Index discovery, AN Score evaluation, and Resolve governed execution

  • MCP FactorialHR

    t4dhg/mcp-factorial/io.github.t4dhg/mcp-factorial MCP server

    3★ repo

    Full CRUD MCP server for FactorialHR: employees, teams, time off, projects, ATS, payroll.

  • Mcp toolz

    taylorleese/mcp-toolz/io.github.taylorleese/mcp-toolz MCP server

    3★ repo

    Context management, todo persistence, and multi-AI perspectives for Claude Code

  • Cosmos mcp

    teampolarity/cosmos-mcp/io.github.teampolarity/cosmos-mcp MCP server

    3★ repo

    Personal knowledge graph every MCP client reads from and writes to. Portable across agents.

  • Chestnyznak mcp

    theYahia/chestnyznak-mcp/io.github.theYahia/chestnyznak-mcp MCP server

    3★ repo

    MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification. No auth needed for

  • Hh mcp

    theYahia/hh-mcp/io.github.theYahia/hh-mcp MCP server

    3★ repo

    MCP server for hh.ru jobs API — vacancy search, salary stats, employers, regions. Public endpoints,

  • Mindbox mcp

    theYahia/mindbox-mcp/io.github.theYahia/mindbox-mcp MCP server

    3★ repo

    MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.

  • Yookassa mcp

    theYahia/yookassa-mcp/io.github.theYahia/yookassa-mcp MCP server

    3★ repo

    MCP server for YooKassa payment API — payments, refunds, receipts (54-FZ). 10 tools. First MCP for

  • Yandex webmaster mcp

    theYahia/yandex-webmaster-mcp/io.github.theYahia/yandex-webmaster-mcp MCP server

    3★ repo

    MCP server for Yandex.Webmaster API — hosts, search queries, indexing status. Bearer token auth.

  • Lacuna Research MCP

    tiptreesystems/lacuna-research-mcp/io.github.tiptreesystems/lacuna-research-mcp MCP server

    3★ repo

    Search Lacuna's ML research graph for papers, directions, authors, venues, and hypotheses.

  • Mcp thinkgate

    tjp2021/mcp-thinkgate/io.github.tjp2021/mcp-thinkgate MCP server

    3★ repo

    Auto-classifies prompt complexity and routes to the right Claude thinking mode. No API key needed.

  • ASAM ODS odsbox jaquel MCP Server

    totonga/odsbox-jaquel-mcp/io.github.totonga/odsbox-jaquel-mcp MCP server

    no license3★ repo

    MCP server for ASAM ODS with Jaquel query tools, connection management, and data access

  • OpenAI Ads MCP

    trakkr-aisearch/openai-ads-mcp/io.github.trakkr-aisearch/openai-ads-mcp MCP server

    3★ repo

    OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.

  • Mcp datahub

    txn2/mcp-datahub/io.github.txn2/mcp-datahub MCP server

    3★ repo

    MCP server for DataHub data catalogs. Discover datasets, explore lineage, and access metadata.

  • WebDAV MCP

    vernonstinebaker/webdav-mcp/io.github.vernonstinebaker/webdav-mcp MCP server

    3★ repo

    Zero-dependency WebDAV MCP server — single static binary, no Node.js or Python. 8 tools via stdio.

  • Mcp atlassian extended

    vish288/mcp-atlassian-extended/io.github.vish288/mcp-atlassian-extended MCP server

    3★ repo

    MCP server for Jira and Confluence — sprints, agile boards, attachments, versions, calendars.

  • GenGEO Agent Registry

    warwickwood-cell/gengeo-agent-registry/io.github.warwickwood-cell/gengeo MCP server

    3★ repo

    Merchant verification for AI shopping agents.

  • Mcp

    wireboard/mcp/io.github.wireboard/mcp MCP server

    3★ repo

    Official MCP server for WireBoard. Lets LLM agents query your analytics in conversation.

  • Ableton Live MCP Server

    wstierhout/ableton-live-mcp/io.github.wstierhout/ableton-live-mcp MCP server

    3★ repo

    Control Ableton Live with 154 typed tools for music production and offline .als analysis.

  • Datto RMM

    wyre-technology/datto-rmm-mcp/io.github.wyre-technology/datto-rmm-mcp MCP server

    3★ repo

    MCP server for Datto RMM — devices, alerts, sites, jobs, and audit data.

  • HaloPSA

    wyre-technology/halopsa-mcp/io.github.wyre-technology/halopsa-mcp MCP server

    3★ repo

    MCP server for HaloPSA — clients, tickets, and PSA workflows via the HaloPSA REST API.

  • Hudu

    wyre-technology/hudu-mcp/io.github.wyre-technology/hudu-mcp MCP server

    3★ repo

    MCP server for Hudu IT documentation — companies, assets, articles, passwords, and procedures.

  • Syncro

    wyre-technology/syncro-mcp/io.github.wyre-technology/syncro-mcp MCP server

    3★ repo

    MCP server for Syncro MSP — customers, tickets, assets, invoices, and more.

  • Mcp webgate

    x-hannibal/mcp-webgate/io.github.x-hannibal/mcp-webgate MCP server

    3★ repo

    Web search that doesn't wreck your AI's memory.

  • Mcp webgate

    x-monk/mcp-webgate/io.github.x-monk/mcp-webgate MCP server

    3★ repo

    Web search that doesn't wreck your AI's memory.

  • NovelAI Image MCP

    xinvxueyuan/NovelAI-Image-MCP/io.github.xinvxueyuan/novelai-image-mcp MCP server

    3★ repo

    NovelAI image generation as MCP tools: txt2img, img2img, inpaint, upscale, Director, ControlNet.

  • Agent memory os

    yamantaka520/Agent-Memory-OS/io.github.yamantaka520/agent-memory-os MCP server

    3★ repo

    Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.

  • OpenClaw MCP Ecosystem

    yedanyagamiai-cmd/openclaw-mcp-servers/io.github.yedanyagamiai-cmd/openclaw-mcp-servers MCP server

    3★ repo

    9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.

  • Tunnel mcp

    zachlikefolio/tunnel-mcp/io.github.zachlikefolio/tunnel-mcp MCP server

    3★ repo

    Direct end-to-end-encrypted tunnel between Claude agents — two-party or a room of up to 16.

  • LLM Usage

    zhaoyue722/llm-usage-mcp/io.github.zhaoyue722/llm-usage-mcp MCP server

    3★ repo

    Local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via MCP

  • pyobfus-mcp

    zhurong2020/pyobfus/io.github.zhurong2020/pyobfus-mcp MCP server

    3★ repo

    MCP tools for pyobfus — the Python obfuscator for AI-assisted development.

  • Mcp

    gmapsscraper/gmapsscraper-mcp/io.gmapsscraper/mcp MCP server

    3★ repo

    Scrape Google Maps business data from any MCP client — names, phones, emails, websites, ratings.

  • Mcp

    seaworthy-io/seaworthy-mcp/io.seaworthy/mcp MCP server

    3★ repo

    Disability insurance MCP: a quote_request action plus carrier and coverage research tools.

  • Tenzro Canton MCP

    tenzro/tenzro-network/network.tenzro/tenzro-canton MCP server

    3★ repo

    Canton MCP: DAML submit, contracts, events, parties, domains, CIP-56 tokens, DvP, DAR upload.

  • Rust FAF

    Wolfe-Jam/rust-faf-mcp/one.faf/rust-faf-mcp MCP server

    3★ repo

    Persistent project context — Rust-native MCP server. IANA-registered .faf format.

  • Mcp

    manovagyanik1/clipy-mcp/online.clipy/mcp MCP server

    3★ repo

    Read your Clipy screen recordings: search, transcripts, AI summaries, and key moments with frames.

  • Agent browser skill

    kaidhar/real-prototypes-skill/.claude/skills/agent-browser-skill Skill

    2★ repo

    Capture any web platform's visual design and generate pixel-perfect Next.js prototypes that match its style. A Claude Code skill for rapid feature prototyping.

  • Prompting buddy

    walkjoi/prompting-buddy Skill

    no license2★

    A Claude Code skill that writes your CLAUDE.md, rules, and agent files — grounded in Anthropic's official best practices. Scan your repo, answer a few questions, get production-ready prompt files.

  • Claude code desktop dual launcher

    VITASID57/Claude-code-desktop-dual-launcher Skill

    2★

    Run two Claude Desktop accounts side-by-side on Windows. Leverages Electron's --user-data-dir flag. Includes a Claude Code skill for one-command setup.

  • Inter agent chat

    tessron/claude-code-skills/inter-agent-chat Skill

    2★ repo

    Multiple Claude code terminals can chat directly between themselves

  • Complex project discipline

    malishomen/ai-engineering-skills/skills/complex-project-discipline Skill

    2★ repo

    Claude Code skills for production-grade AI engineering — operational discipline, bounded execution, verification gates, multi-agent harness patterns.

  • Agent memory

    CODE-SAURABH/OpenSkills/agent-memory Skill

    2★ repo

    49 production-grade AI agent skills (SKILL.md) for Claude Code, Codex & Antigravity — system design, DevOps, security, QA, and more. MIT licensed, open source.

  • 21st dev magic

    YousefNabil-SOC/claude-apex/skills/21st-dev-magic Skill

    2★ repo

    Public mirror + teaching install of my Claude Code environment: 1,276 skills, 185 agents, 235 commands, 8 wired MCP servers, three-layer auto-routing (10 CARL domains). Curated original core + the open plugin/marketplace ecosystem, all credited. MIT.

  • Forge agent report

    ForgeyClap/claude-forge/.claude/skills/forge-agent-report Skill

    2★ repo

    Zero-dependency multi-agent build, automation and review system for Claude Code. 18 agents, 23 skills, a live per-project dashboard, and a /setup-forge onboarding wizard. One command: /forge.

  • Ai ml

    iuliandita/skills/skills/ai-ml Skill

    2★ repo

    46 skills for DevOps, security, infra, and software engineering, maintained with lint/spec checks, behavioral test coverage, and a Karpathy-style autoresearch loop.

  • Constellation troubleshooting

    ShiftinBits/constellation-claude/skills/constellation-troubleshooting Skill

    2★ repo

    Codebase Understanding for Claude Code

  • Agent trace debug

    surpradhan/claude-code-for-ai-engineers/skills/agent-trace-debug Skill

    2★ repo

    Open-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Full pack (6 skills, 3 templates, 5 slash commands) at surpradhan.gumroad.com/l/claude-code-for-ai-engineers

  • Handoff by caio

    karagos/ai-skills-by-caio/skills/handoff-by-caio Skill

    no license2★ repo

    Production-grade AI skills for Claude Projects and Cowork. Built by Stefanos Karagos at CAIO Group (wearecaio.com).

  • Boss

    xWael9/ClaudeBoss/skills/boss Skill

    2★ repo

    Cut Claude Code's own token consumption by up to 99% — delegate the heavy lifting to free opencode agents, keep Claude in the reviewer's or manager's seat.

  • Claude session handoff

    thenguyenvn90/claude-session-handoff Skill

    2★

    A Claude Code skill for structured end-of-session handoffs — 7-section chat summary so a fresh agent can continue without losing context

  • Advisor checkpoint

    patrickserrano/lacquer/core/skills/advisor-checkpoint Skill

    2★ repo

    Go CLI + profile templates that standardize how Claude Code works across every project

  • Claude cache guard

    0x0funky/claude-cache-guard Skill

    2★

    Claude Code skill that stops prompt-cache thrash: -88% token burn in image-heavy agent sessions, with an audit script that shows exactly which calls nuked your cache

  • Agent sandbox

    ariana-dot-dev/cloud-sandbox-vm-skills/skills/agent-sandbox Skill

    2★ repo

    Agent skills that rank Box (box.ascii.dev) on skills.sh — cloud sandbox / Linux VM for AI agents

  • Lattice swarm

    sectersion/lattice/skills/lattice-swarm Skill

    2★ repo

    Slack for agents: threads, flat replies, cross-thread links, pull notifications

  • Temper skills

    CyrilLeMat/temper-skills/skills/temper-skills Skill

    2★ repo

    Test suites + deterministic Python for your agent skills' decision logic. Adversarial persona reviewers write the tests; the generated code must keep passing them — zero LLM calls at inference. Try: uvx temper-skills audit <skill.md>

  • Site to prompt

    dhernz/site-to-prompt/skills/site-to-prompt Skill

    2★ repo

    Convert any site into a prompt — give your agent a URL and it parses the site into a structured prompt another agent can rebuild from.

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