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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

  • Mcp slim guard

    lennney/mcp-slim-guard/io.github.lennney/mcp-slim-guard MCP server

    59★ repo

    Schema compression (83%+ savings) + security proxy for MCP servers — SSRF, injection, rate limit

  • Mcp devkit server

    mapbox/mcp-devkit-server/io.github.mapbox/mcp-devkit-server MCP server

    59★ repo

    Provides AI assistants with direct access to Mapbox developer APIs and documentation.

  • Codebase argus

    AaronZ345/codebase-argus/skills/codebase-argus Skill

    58★ repo

    Multi-agent codebase review for PRs, CI, and downstream fork syncs.

  • Godot MCP Runtime

    Erodenn/godot-mcp-runtime/io.github.Erodenn/godot-mcp-runtime MCP server

    58★ repo

    Zero-addon MCP server for Godot 4: agents edit, run, and play-test the game.

  • Stock research mcp

    Tapetide-hq/nse-bse-indian-stock-market-data-mcp/com.tapetide/stock-research-mcp MCP server

    57★ repo

    NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII flows & portfolio

  • Gread

    NitroRCr/gread/io.github.NitroRCr/gread MCP server

    57★ repo

    An MCP server that gives your AI access to the source code and docs of all public github repos

  • Ckan mcp server

    ondata/ckan-mcp-server/io.github.aborruso/ckan-mcp-server MCP server

    57★ repo

    MCP server for interacting with CKAN open data portals

  • Context Awesome

    bh-rat/context-awesome/io.github.bh-rat/context-awesome MCP server

    57★ repo

    MCP server for accessing curated awesome list documentation

  • Weather MCP Server

    isdaniel/mcp_weather_server/io.github.isdaniel/mcp_weather_server MCP server

    57★ repo

    providing weather information, air quality data, and timezone utilities using the Open-Meteo API.

  • Gopls mcp

    xieyuschen/gopls-mcp/io.github.xieyuschen/gopls-mcp MCP server

    57★ repo

    Semantic code analysis for Go using gopls - language-aware navigation, definitions, references

  • Architecture diagram

    konraddzbik/architecture-diagram-skill/skills/architecture-diagram Skill

    56★ repo

    Build click-through, animated system architecture diagrams as a single HTML file. Drop it into a workshop, design review, or onboarding doc and let people watch the data flow instead of reading static boxes-and-arrows.

  • Devin handoff

    club-cog/devin-handoff/.agents/skills/devin-handoff Skill

    56★ repo

    Hand off tasks to Devin — a plugin/skill for Claude Code, Codex, Cursor, and any coding agent

  • Mcp accessibility scanner

    JustasMonkev/mcp-accessibility-scanner/io.github.JustasMonkev/mcp-accessibility-scanner MCP server

    56★ repo

    MCP server for automated web accessibility scanning with Playwright and Axe-core.

  • Yazio mcp

    fliptheweb/yazio-mcp/io.github.fliptheweb/yazio-mcp MCP server

    55★ repo

    MCP server for accessing Yazio user & nutrition data (unofficial)

  • Smart connections mcp

    msdanyg/smart-connections-mcp/io.github.msdanyg/smart-connections-mcp MCP server

    55★ repo

    Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

  • Norman MCP Server

    norman-finance/norman-mcp-server/finance.norman/mcp-server MCP server

    54★ repo

    AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.

  • Just MCP Server

    PromptExecution/just-mcp/io.github.PromptExecution/just-mcp MCP server

    54★ repo

    Expose curated Justfile recipes via MCP for safe deterministic automation.

  • Runapi mcp

    runapi-ai/mcp/io.github.runapi-builder/runapi-mcp MCP server

    54★ repo

    130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.

  • Godotiq

    salvo10f/godotiq/io.github.salvo10f/godotiq MCP server

    54★ repo

    Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.

  • Mcp

    snyk/studio-mcp/io.snyk/mcp MCP server

    54★ repo

    Easily find and fix security issues in your applications leveraging Snyk platform capabilities.

  • Home assistant mcp

    Coolver/home-assistant-mcp/io.github.Coolver/home-assistant-mcp MCP server

    53★ repo

    Vibecode your Home Assistant setup from your IDE: automations, dashboards, themes and configs

  • Mastercard Developers MCP

    Mastercard/developers-agent-toolkit/io.github.Mastercard/developers-mcp MCP server

    53★ repo

    Access Mastercard Developers APIs, documentation, and API specifications through MCP.

  • MCP Superset

    bintocher/mcp-superset/io.github.bintocher/mcp-superset MCP server

    53★ repo

    Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security

  • Langcare mcp fhir

    langcare/langcare-mcp-fhir/io.github.langcare/langcare-mcp-fhir MCP server

    53★ repo

    An MCP FHIR server written in Go for EMR systems like Epic and Cerner

  • Pmcp

    paiml/rust-mcp-sdk/io.github.paiml/pmcp MCP server

    53★ repo

    High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility

  • Kkjdaniel bgg mcp

    kkjdaniel/bgg-mcp/ai.smithery/kkjdaniel-bgg-mcp MCP server

    52★ repo

    BGG MCP provides access to the BoardGameGeek API through the Model Context Protocol, enabling retr…

  • Logic Pro MCP

    MongLong0214/logic-pro-mcp/io.github.MongLong0214/logic-pro-mcp MCP server

    52★ repo

    Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

  • emem, the verifiable memory protocol for the physical world

    Vortx-AI/emem/io.github.Vortx-AI/emem MCP server

    52★ repo

    Shared, verifiable memory for AI agents and robots: signed tokens that resolve and verify offline.

  • Buildkite mcp server

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

    52★ repo

    MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

  • Mcp apple notes

    henilcalagiya/mcp-apple-notes/io.github.henilcalagiya/mcp-apple-notes MCP server

    52★ repo

    MCP server for Apple Notes integration using AppleScript with full CRUD operations

  • Intervals icu mcp

    hhopke/intervals-icu-mcp/io.github.hhopke/intervals-icu-mcp MCP server

    52★ repo

    Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.

  • Servicenow nodejs

    Happy-Technologies-LLC/mcp-servicenow-nodejs/io.github.nickzitzer/servicenow-nodejs MCP server

    52★ repo

    Multi-instance ServiceNow MCP server with 40+ tools and intelligent schema discovery

  • Codex MCP Go

    w31r4/codex-mcp-go/io.github.w31r4/codex-mcp-go MCP server

    52★ repo

    MCP server wrapping Codex CLI for stdio-based tool calls.

  • Isaacsim mcp server

    whats2000/isaacsim-mcp-server/io.github.whats2000/isaacsim-mcp-server MCP server

    52★ repo

    Control NVIDIA Isaac Sim robotics simulator through MCP with 39 tools

  • Secscan skill

    atgreen/secscan-skill Skill

    51★

    Mirror of https://cave.moxielogic.com/atgreen/secscan-skill

  • Writing prds executable

    liqiongyu/lenny_skills_plus/samples/writing-prds-executable Skill

    51★ repo

    86 agent-executable skill packs converted from RefoundAI’s Lenny skills (unofficial). Works with Codex + Claude Code.

  • Mcpcap

    mcpcap/mcpcap/ai.mcpcap/mcpcap MCP server

    51★ repo

    An MCP server for analyzing PCAP files.

  • spreadsheet-kit MCP

    PSU3D0/spreadsheet-mcp/io.github.PSU3D0/spreadsheet-mcp MCP server

    51★ repo

    Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

  • MCP Server for OSCAL

    awslabs/mcp-server-for-oscal/io.github.awslabs/mcp-server-for-oscal MCP server

    51★ repo

    AI agent tools for Open Security Controls Assessment Language (OSCAL)

  • Agentmako

    drhalto/agentmako/io.github.drhalto/agentmako MCP server

    51★ repo

    Local-first codebase intelligence MCP server for AI coding agents.

  • Everyrow MCP Server

    futuresearch/everyrow-sdk/io.github.futuresearch/everyrow-mcp MCP server

    51★ repo

    Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

  • FutureSearch MCP Server

    futuresearch/futuresearch-python/io.github.futuresearch/futuresearch-mcp MCP server

    51★ repo

    AI forecasting for your AI: probabilities, dates, and numbers with a public track record.

  • Apple Mail MCP

    imdinu/apple-mail-mcp/io.github.imdinu/apple-mail-mcp MCP server

    51★ repo

    Apple Mail MCP server with full-coverage FTS5 body search, reliable on large mailboxes.

  • Orchestrator

    gmaxxxie/ai-native-product-agent-skills/orchestrator Skill

    no license50★ repo

    AI Native Product Methodology — 80 executable skills across P0-P14 stages, covering needs discovery to aesthetic authority. From 8 books.

  • Autodesk Revit MCP Server

    Sam-AEC/Autodesk-Revit-MCP-Server/io.github.Sam-AEC/autodesk-revit-mcp-server MCP server

    50★ repo

    MCP server connecting AI assistants to Autodesk Revit through a local bridge.

  • Slack Explorer MCP

    shibayu36/slack-explorer-mcp/io.github.shibayu36/slack-explorer-mcp MCP server

    50★ repo

    MCP server specialized in retrieving information from Slack messages and threads

  • Random number mcp

    zazencodes/random-number-mcp/io.github.zazencodes/random-number-mcp MCP server

    50★ repo

    Essential random number generation utilities from the Python standard library

  • Loop engineering

    invincible04/awesome-loop-engineering/skill/loop-engineering Skill

    49★ repo

    Build the system that prompts your agents. A teaching repo for loop engineering: chapters, an annotated reading list, copy-paste prompts, a runnable example, and a portable agent skill

  • Codex gpt image

    ningzimu/codex-gpt-image/skills/codex-gpt-image Skill

    49★ repo

    OpenClaw/Claude Code SKILL.md for gpt-image-2 via Codex OAuth, no OPENAI_API_KEY required

  • Aaa mcp

    ariffazil/arifOS/io.github.ariffazil/aaa-mcp MCP server

    49★ repo

    Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.

  • Texas grocery

    mgwalkerjr95/texas-grocery-mcp/io.github.mgwalkerjr95/texas-grocery MCP server

    49★ repo

    MCP server for HEB grocery store integration - search products, manage carts, clip coupons, and more

  • Easy notion

    Grey-Iris/easy-notion-mcp/io.github.misterwigglesworth/easy-notion MCP server

    49★ repo

    Markdown-first Notion MCP server — 92% fewer tokens, 26 tools, round-trip fidelity.

  • Mcp zenml

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

    49★ repo

    MCP server for ZenML - browse stacks, pipelines, runs, artifacts & trigger pipeline runs via API

  • Skill

    ViryaZheng/promptly-prompt/skill Skill

    48★ repo

    Claude Code skill that forces AI to understand before executing. Three disciplines: cognition check, requirement understanding, method search.

  • T2a memory

    t2a-protocol/T2A/integrations/t2a-memory/templates/skills/t2a-memory Skill

    48★ repo

    Tool-to-Agent Protocol: tools can be smart without embedded LLM calls.

  • Agent browser

    dannote/dot-pi/skills/agent-browser Skill

    48★ repo

    Curated Pi package with extensions, skills, prompt shortcuts, and rules

  • Mcp sitecore server

    Antonytm/mcp-sitecore-server/io.github.Antonytm/mcp-sitecore-server MCP server

    48★ repo

    A Model Context Protocol server for Sitecore

  • Metabase ai assistant

    enessari/metabase-ai-assistant/io.github.enessari/metabase-ai-assistant MCP server

    48★ repo

    MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL

  • KiCad MCP Pro

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

    48★ repo

    Production-grade MCP server for KiCad EDA—PCB design, DRC, simulation, BOM, DFM, and manufacturing.

  • Real browser

    ofershap/real-browser-mcp/io.github.ofershap/real-browser MCP server

    48★ repo

    MCP server + Chrome extension for AI browser control with real sessions.

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