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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

  • fabric-dw

    sdebruyn/fabric-dw-mcp-cli/io.github.sdebruyn/fabric-dw-mcp MCP server

    9★ repo

    MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints

  • Seatable

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

    no license9★ repo

    MCP server for SeaTable — read, write, search, link, and query data in your bases

  • Lightning memory

    singularityjason/lightning-memory/io.github.singularityjason/lightning-memory MCP server

    9★ repo

    Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments.

  • DBeast PostgreSQL MCP

    snss10/DBeast/io.github.snss10/dbeast MCP server

    9★ repo

    PostgreSQL MCP server for schema, query, health, security, and performance analysis.

  • Media gen mcp

    strato-space/media-gen-mcp/io.github.strato-space/media-gen-mcp MCP server

    9★ repo

    MCP server for OpenAI Images/Videos and Google GenAI (Veo) media generation.

  • Obsidian Brain

    sweir1/obsidian-brain/io.github.sweir1/obsidian-brain MCP server

    9★ repo

    Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.

  • Mcp server

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

    no license9★ repo

    Model Context Protocol server for TagoIO data and analytics

  • Scopeblind mcp

    tomjwxf/scopeblind-gateway/io.github.tomjwxf/scopeblind-mcp MCP server

    9★ repo

    Scan, protect, and monitor APIs from AI coding tools. Device-level rate limiting.

  • Mkdocs mcp

    ubaumann/mkdocs-mcp/io.github.ubaumann/mkdocs-mcp MCP server

    9★ repo

    An MCP server that provides serves MkDocs as resources.

  • CIPP

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

    no license9★ repo

    MCP server for CIPP — M365 multi-tenant management for MSPs (users, tenants, policies).

  • Atimelogger mcp

    zaplitny/atimelogger-mcp/io.github.zaplitny/atimelogger-mcp MCP server

    9★ repo

    MCP server exposing the ATimeLogger REST API (activities, reports, types)

  • Agent identity

    23blocks-OS/ai-maestro-plugins/plugins/ai-maestro/skills/agent-identity Skill

    8★ repo

    Build complete AI agents — 150+ personalities + 7 skills + messaging + identity. The skill builder for AI Maestro.

  • Txtskills

    hk-vk/txtskills Skill

    no license8★

    Turn any llms.txt into skills installable with a single command for AI agents : works with Claude Code, Cursor, Windsurf, GitHub Copilot, Amp, Antigravity, and many more.

  • Orchestrator

    hamza-ali-shahjahan/hamzaish/_archive/v0/agents/_orchestrator Skill

    8★ repo

    Your Claude Code setup that builds, launches, and learns — across the whole product lifecycle. Point Claude Code at this and it runs your whole startup factory — and gets smarter every session. Works with Cursor, Codex & Windsurf too.

  • Ai paper reading

    vanbuster/vanceling-skills/skills/ai-paper-reading Skill

    8★ repo

    自建 Claude Code Skills —— AI 论文精读 + 面试复盘教练

  • Business account opening

    vivid-money/vivid-mcp/skills/business-account-opening Skill

    8★ repo

    Open a Vivid Business account from your AI chat via MCP

  • Bibcheck

    ericluo04/claude-academic-workflow/skills/bibcheck Skill

    no license8★ repo

    Academic research workflow for Claude Code: 14 skills (paper reading, lit review, bib auditing, preregistration, referee reports, replication packages, LaTeX, TikZ) plus a Quarto reveal.js slide system with render-time quality gates. Entirely AI-generated with Claude Code as a proof of concept.

  • Token lean

    hurttlocker/token-lean/skills/token-lean Skill

    8★ repo

    The decisions-only orchestration discipline for AI agent fleets. One markdown skill, any model — Claude Code, Codex, Cursor, anything that reads markdown.

  • Skill creator

    rohit-yadav34/second-mind/.agents/skills/skill-creator Skill

    no license8★ repo

    Second Mind is a skill that scans your repository and conversation history to capture design decisions, open questions, and session context, storing everything as plain Markdown so project knowledge is portable, human-readable, and easy to resume.

  • Cli2skill

    2233admin/cli2skill Skill

    8★

    🔧 Turn any CLI or MCP server into an Agent Skill — zero process overhead, 98% fewer tokens. Kill MCP zombie processes. Works with Claude Code, Codex, Gemini CLI & 26+ platforms.

  • Speak

    EmZod/speak Skill

    no license8★

    A fast CLI tool for Agents to convert their text output to speech using Chatterbox TTS on Apple Silicon. Agent SKILL files included.

  • Better skill builder

    gmickel/better-skill-builder Skill

    8★

    Skill that teaches AI agents how to build Agent Skills for Claude Code, Codex, Amp, and OpenCode. Production patterns from gno, sheets-cli, raindrop, outlookctl, and flow.

  • Agent ops agents md

    jscraik/Agent-Skills/Infrastructure/references/deferred-skill-context/agent-ops-agents-md Skill

    8★ repo

    Governed skill foundry and Skills SDK for Codex/AI coding agents: author, validate, evaluate, and sync runtime projections through ask.

  • Google ads agent

    itallstartedwithaidea/google-ads-gemini-extension/skills/google-ads-agent Skill

    8★ repo

    Gemini CLI extension for Google Ads management — campaign analysis, auditing, optimization skills and commands. Ported from production at googleadsagent.ai

  • Hallucination guard

    Momo2323-ui/claude-orchestra/skills/hallucination-guard Skill

    8★ repo

    An operating system for your Claude Code skills, agents & MCPs — organize everything into auto-routing orchestras.

  • Coalwash

    TheColliery/CoalWash/plugin/skills/coalwash Skill

    8★ repo

    Memory washer/defragmenter for AI agent memory: class-B semantic wash (fidelity-gated, zero structured-token loss, snapshot+rollback) and class-A byte-identity session estate (ULTRA archive/restore, RE-TIER) - never semantic-edited. Cleans the FAT, never the MEAT. Slows memory-overhead growth; does not eliminate it. Zero-dependency.

  • Cxcc subagent

    boldprojekte/franke_skills/skills/engineering/cxcc-subagent Skill

    8★ repo

    Agent-first CLI that runs Codex, Claude Code, and Grok as detached coding workers, while a stronger model keeps orchestration, steering, and review.

  • Agent

    kstonekuan/webskills/.agents/skills/agent Skill

    8★ repo

    WebSkills turns any webpage into an agent skill - npx webskills

  • Gcal

    mintmcp/servers/com.mintmcp/gcal MCP server

    no license8★ repo

    A MCP server that works with Google Calendar to manage event listing, reading, and updates.

  • Royal mcp

    royalplugins/royal-mcp/com.royalplugins/royal-mcp MCP server

    no license8★ repo

    Security-first WordPress MCP server. 129 tools for Claude, ChatGPT, Gemini. Free on wp.org.

  • 💯 YouTube Transcript + YouTube Search MCP for AI Agents

    ZeroPointRepo/youtube-mcp/com.transcriptapi/youtube-transcript-and-youtube-search MCP server

    8★ repo

    💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free.

  • Java All Call Graph Server

    adrninistrator/java-all-call-graph-server/io.github.Adrninistrator/java-all-call-graph-server MCP server

    no license8★ repo

    MCP server for Java call graph generation, static analysis, method chains & config management

  • Copilot mcp

    Apex-Foundation/copilot-mcp/io.github.Apex-Foundation/copilot-mcp MCP server

    8★ repo

    Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, scoring.

  • Yandex metrica mcp

    BoxLab-Ltd/yandex-metrica-mcp/io.github.BoxLab-Ltd/yandex-metrica-mcp MCP server

    8★ repo

    Query Yandex Metrica analytics — reports, trends, metadata and raw log exports — via an AI agent.

  • Dakera mcp

    Dakera-AI/dakera-mcp/io.github.Dakera-AI/dakera-mcp MCP server

    no license8★ repo

    Agent memory engine — 86 MCP tools, self-hosted, single Rust binary

  • Yandex lavka mcp

    Dudude-bit/yandex-lavka-mcp/io.github.Dudude-bit/yandex-lavka-mcp MCP server

    8★ repo

    Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checkout.

  • Eterna MCP

    EternaHybridExchange/eterna-mcp/io.github.EternaHybridExchange/eterna-mcp MCP server

    8★ repo

    No-KYC managed MCP for AI agents: sandboxed TypeScript trading SDK, isolated sub-accounts, futures.

  • Feishu user plugin

    EthanQC/feishu-user-plugin/io.github.EthanQC/feishu-user-plugin MCP server

    8★ repo

    Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via cookie+protobuf.

  • Mcp transcribe

    transcribe-app/mcp-transcribe/io.github.IPv6/mcp-transcribe MCP server

    8★ repo

    MCP-Transcribe server allows LLMs to interact with the text content of audio/video files

  • Japan data mcp

    Izyuusya/japan-data-mcp/io.github.Izyuusya/japan-data-mcp MCP server

    8★ repo

    日本の公的データ（統計・法人・不動産）にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3API統合。全国約1,700市区町村対応。

  • Packet tracer mcp

    Jcorderop02/packet-tracer-mcp/io.github.Jcorderop02/packet-tracer-mcp MCP server

    8★ repo

    MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, QoS, IPv6, wireless.

  • sigrok MCP Server

    KenosInc/sigrok-mcp-server/io.github.KenosInc/sigrok-mcp-server MCP server

    8★ repo

    Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.

  • Web fetch mcp

    KylinMountain/web-fetch-mcp/io.github.KylinMountain/web-fetch-mcp MCP server

    8★ repo

    MCP server for web content fetching, summarizing, comparing, and extracting information

  • MTA:SA Documentation MCP Server

    Luminaire1337/mtasa-docs-mcp/io.github.Luminaire1337/mtasa-docs-mcp MCP server

    8★ repo

    MCP server for MTA:SA documentation with intelligent search and caching

  • Mcp microsoft todo

    MAG-Cie/mcp-microsoft-todo/io.github.MAG-Cie/mcp-microsoft-todo MCP server

    8★ repo

    MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no client secret needed.

  • MidOS - MCP Community Library

    MidOSresearch/midos/io.github.MidOSresearch/midos MCP server

    8★ repo

    Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

  • MidOS - MCP Community Library

    MidOSresearch/midos-mcp/io.github.MidOSresearch/midos-mcp MCP server

    8★ repo

    Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.

  • Orderly mcp

    OrderlyNetwork/orderly-mcp/io.github.OrderlyNetwork/orderly-mcp MCP server

    8★ repo

    MCP Server for Orderly Network - Documentation and SDK patterns

  • Elasticsearch

    TocharianOU/elasticsearch-mcp/io.github.TocharianOU/elasticsearch MCP server

    8★ repo

    Elasticsearch MCP Server with multi-version support (ES 5.x-9.x) and comprehensive API access

  • HackTricks MCP Server

    Xplo8E/hacktricks-mcp-server/io.github.Xplo8E/hacktricks-mcp-server MCP server

    8★ repo

    Search and query HackTricks pentesting documentation with quick lookup and section extraction

  • Dotnet template mcp

    YuliiaKovalova/dotnet-template-mcp/io.github.YuliiaKovalova/dotnet-template-mcp MCP server

    8★ repo

    Search, inspect, preview, and create .NET projects from dotnet new templates via AI agents.

  • Mcp context server

    alex-feel/mcp-context-server/io.github.alex-feel/mcp-context-server MCP server

    no license8★ repo

    An MCP server that provides persistent multimodal context storage for LLM agents.

  • Luxembourg MCP

    amirdaraee/luxembourg-mcp/io.github.amirdaraee/luxembourg-mcp MCP server

    8★ repo

    Keyless MCP access to official Luxembourg public data: laws, statistics, mobility, and more.

  • Propstack mcp

    ashev87/propstack-mcp/io.github.ashev87/propstack-mcp MCP server

    8★ repo

    Connect AI assistants to your Propstack real estate CRM (contacts, properties, deals).

  • FTX MCP — FactoryTalk Optix MCP Server

    asqi-carter/ftx-mcp/io.github.asqi-carter/ftx-mcp MCP server

    no license8★ repo

    MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.

  • RDL MCP Server

    bethmaloney/rdl-mcp/io.github.bethmaloney/rdl-mcp MCP server

    8★ repo

    Edit SSRS reports using AI - simple tools to read and modify RDL files

  • Browser

    cherchyk/MCPBrowser/io.github.cherchyk/browser MCP server

    8★ repo

    MCP server for loading authenticated web pages using Chrome DevTools Protocol

  • Pipedrive CRM

    ckalima/pipedrive-mcp-server/io.github.ckalima/pipedrive-mcp-server MCP server

    8★ repo

    MCP server for Pipedrive CRM. 155 tools for deals, persons, organizations, activities, and more.

  • Google Workspace MCP Server

    conorbronsdon/gws-mcp-server/io.github.conorbronsdon/gws-mcp-server MCP server

    8★ repo

    Google Workspace as 41 curated MCP tools: Gmail, Calendar, Drive, Sheets, Docs, and Tasks.

  • Bezelbub mcp

    cwooddgr/bezelbub/io.github.cwooddgr/bezelbub-mcp MCP server

    no license8★ repo

    Frame screenshots and screen recordings in Apple device bezels (device mockups). macOS only.

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