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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

  • Sbb opendata mcp

    malkreide/sbb-opendata-mcp/io.github.malkreide/sbb-opendata-mcp MCP server

    1★ repo

    SBB Open Data via OpenDataSoft

  • Swiss academic libraries mcp

    malkreide/swiss-academic-libraries-mcp/io.github.malkreide/swiss-academic-libraries-mcp MCP server

    1★ repo

    swisscovery, e-rara, e-periodica, e-manuscripta via SRU/OAI-PMH

  • Nzxplorer mcp

    mambaventures/nzxplorer-mcp-server/io.github.mambaventures/nzxplorer-mcp MCP server

    no license1★ repo

    NZX (New Zealand stock exchange) data: governance scores, financials, insider trades, boards

  • TheCrawler

    manchittlab/TheCrawler/io.github.manchittlab/thecrawler MCP server

    1★ repo

    Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.

  • LLM Provider MCP

    manishiitg/llm-provider-mcp/io.github.manishiitg/llm-provider-mcp MCP server

    1★ repo

    Delegate asynchronous coding jobs between Claude Code, Codex, Cursor Agent, and Pi.

  • Marketscore direct mcp

    marketscore/marketscore-direct-mcp/io.github.marketscore/marketscore-direct-mcp MCP server

    1★ repo

    MCP for Yandex Direct: manage ad campaigns & analytics from Claude or ChatGPT

  • Imgflip mcp

    mariokernich/imgflip-mcp/io.github.mariokernich/imgflip-mcp MCP server

    1★ repo

    Browse Imgflip meme templates and generate memes (caption images, AI memes) via the Imgflip API

  • Selenix MCP Server

    markmircea/Selenix-MCP-Server/io.github.markmircea/Selenix-MCP-Server MCP server

    1★ repo

    MCP server that bridges local apps with Selenix for browser automation.

  • Rundeck mcp server

    mariomorenodev/rundeck-mcp-server/io.github.mariomorenodev/rundeck-mcp-server MCP server

    1★ repo

    50 tools to manage Rundeck jobs, executions, projects, nodes, and system via MCP

  • Grubhub

    markswendsen-code/mcp-grubhub/io.github.markswendsen-code/grubhub MCP server

    no license1★ repo

    MCP server for GrubHub - let AI agents order food and manage restaurant delivery autonomously

  • Target

    markswendsen-code/mcp-target/io.github.markswendsen-code/target MCP server

    no license1★ repo

    MCP server for Target - search products, manage cart, track orders

  • Opentable

    markswendsen-code/mcp-opentable/io.github.markswendsen-code/opentable MCP server

    no license1★ repo

    MCP server for OpenTable - let AI agents book restaurant reservations and manage dining autonomously

  • Walmart

    markswendsen-code/mcp-walmart/io.github.markswendsen-code/walmart MCP server

    no license1★ repo

    MCP server for Walmart - search products, manage cart, track orders

  • Agent toolbelt mcp

    marras0914/agent-toolbelt/io.github.marras0914/agent-toolbelt-mcp MCP server

    no license1★ repo

    19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.

  • Cordon for MCP

    marras0914/cordon/io.github.marras0914/cordon MCP server

    1★ repo

    Cordon for MCP. Security gateway with policy enforcement, audit log, and HITL approvals.

  • Br eli mcp

    matematicsolutions/br-eli-mcp/io.github.matematicsolutions/br-eli-mcp MCP server

    1★ repo

    MCP server for Brazilian federal law: legislation, DataJud, STJ, CARF, TST, TCU citations.

  • De eli mcp

    matematicsolutions/de-eli-mcp/io.github.matematicsolutions/de-eli-mcp MCP server

    1★ repo

    German law MCP: legislation (NeuRIS), case law (RII, Open Legal Data), Bundestag DIP documents.

  • Fr eli mcp

    matematicsolutions/fr-eli-mcp/io.github.matematicsolutions/fr-eli-mcp MCP server

    1★ repo

    MCP server for French Legifrance (PISTE): legislation and case law with citations and ECLI.

  • Lu eli mcp

    matematicsolutions/lu-eli-mcp/io.github.matematicsolutions/lu-eli-mcp MCP server

    1★ repo

    MCP server for Luxembourg Legilux: ELI-native legislation and Akoma Ntoso with citations.

  • Mcp eu sparql

    matematicsolutions/mcp-eu-sparql/io.github.matematicsolutions/mcp-eu-sparql MCP server

    1★ repo

    EU legislation and CJEU case law via Publications Office SPARQL (Cellar) + GDPRhub DPA decisions.

  • Mcp krs

    matematicsolutions/mcp-krs/io.github.matematicsolutions/mcp-krs MCP server

    1★ repo

    MCP server for the Polish KRS company registry via the official Ministry of Justice API.

  • Us eli mcp

    matematicsolutions/us-eli-mcp/io.github.matematicsolutions/us-eli-mcp MCP server

    1★ repo

    US law MCP: bills, US Code, Federal Register, executive orders, case law (state+federal), eCFR

  • Defi mcp

    matiosera3-ops/defi-mcp/io.github.matiosera3-ops/defi-mcp MCP server

    1★ repo

    AI agent access to on-chain DeFi data on Polygon & Arbitrum: balances, positions, prices.

  • Eulerian marketing platform mcp

    EulerianTechnologies/eulerian-marketing-platform-mcp/io.github.matjmat/eulerian-marketing-platform-mcp MCP server

    1★ repo

    Provides access to the Eulerian Marketing Platform: analytics, attribution & data activation.

  • Iwantmymtg mcp

    matthewdtowles/iwantmymtg-mcp/io.github.matthewdtowles/iwantmymtg-mcp MCP server

    1★ repo

    Query Magic: The Gathering cards, sets, and prices and manage your I Want My MTG collection.

  • MaxAEO AI Visibility MCP

    maxaeo/maxaeo-ai-visibility-mcp/io.github.maxaeo/maxaeo-ai-visibility-mcp MCP server

    1★ repo

    Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.

  • Banco Bmg MCP

    mcp-dir/bmg-mcp/io.github.mcp-dir/bmg-mcp MCP server

    1★ repo

    Connect your Banco Bmg account to AI via Brazil's Open Finance: balances, statements, cards, investm

  • DNS MCP Server

    mclose/dns-mcp/io.github.mclose/dns-mcp MCP server

    no license1★ repo

    Real-time DNS security analysis — DNSSEC, email auth, and RDAP. Built for SOC investigations.

  • Bashdog mcp

    medelin/mcp-server/io.github.medelin/bashdog-mcp MCP server

    1★ repo

    Submit & browse funny AI quotes on bash.dog — bash.org for the AI age. Agents self-register.

  • Anchorr mcp

    mgthompo1/anchorr-mcp/io.github.mgthompo1/anchorr-mcp MCP server

    no license1★ repo

    Agent-native CRM. 25 tools — contacts, deals, sequences, enrichment waterfall, audit log.

  • Dynadot

    mikusnuz/dynadot-mcp/io.github.mikusnuz/dynadot MCP server

    1★ repo

    MCP server for Dynadot domain registrar — domain search, registration, DNS, and transfers

  • Pexbot mcp

    mikusnuz/pexbot-mcp/io.github.mikusnuz/pexbot-mcp MCP server

    1★ repo

    AI simulated crypto trading with real-time Upbit prices — 11 tools, 5 resources, 5 prompts

  • Npm

    mikusnuz/npm-mcp/io.github.mikusnuz/npm MCP server

    1★ repo

    MCP server for npm package management — publish, version, search, audit, and more

  • Youtube mcp

    miller-joe/youtube-mcp/io.github.miller-joe/youtube-mcp MCP server

    1★ repo

    MCP server for YouTube creator-ops with a ComfyUI bridge for AI thumbnail generation.

  • Comfyui mcp

    miller-joe/comfyui-mcp/io.github.miller-joe/comfyui-mcp MCP server

    1★ repo

    MCP server for ComfyUI: text-to-image, variations, img2img refine, upscale, image proxy.

  • Rocketchat mcp

    millerchou/rocketchat-mcp/io.github.millerchou/rocketchat-mcp MCP server

    1★ repo

    MCP server for Rocket.Chat — messages, DMs, search, files, and channels over stdio

  • X402 tools mcp

    mizukaizen/x402-tools-mcp/io.github.mizukaizen/x402-tools-mcp MCP server

    no license1★ repo

    melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys. USDC on Base.

  • Reddit Ads MCP

    mkerchenski/RedditAdsMcp/io.github.mkerchenski/reddit-ads-mcp MCP server

    1★ repo

    MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull reports.

  • Agent Ready

    mlava/agent-ready-mcp/io.github.mlava/agent-ready-mcp MCP server

    1★ repo

    Scan any URL for AI agent readability — Vercel Spec, llmstxt.org, and agent-protocol manifests.

  • Clipwise

    mobileshop9991-star/clipwise-mcp/io.github.mobileshop9991-star/clipwise-mcp MCP server

    1★ repo

    MCP server for Clipwise - AI tools for TikTok, Reels, and Shorts video creators.

  • Datasaudi mcp

    mohsinmshabbir/datasaudi-mcp/io.github.mohsinmshabbir/datasaudi-mcp MCP server

    1★ repo

    Saudi economic & social statistics (GASTAT/DataSaudi) in English or Arabic. Keyless, no database.

  • Microcap mcp

    monoxide-xen/microcap-mcp/io.github.monoxide-xen/microcap-mcp MCP server

    1★ repo

    Simulate, generate and draw analog circuits in Micro-Cap 12: SPICE analyses, sweeps and schematics

  • HarnessScope

    moongioh/harness-scope/io.github.moongioh/hscope MCP server

    1★ repo

    Turn-level governance observability for Claude Code transcripts. Local-first, no LLM inside.

  • VouchSpec Agent Skill Evidence

    mordiaky/vouchspec/io.github.mordiaky/vouchspec MCP server

    no license1★ repo

    Read-only discovery for exact-commit Agent Skill validation, x402 payment, and signed receipts.

  • Fabric mcp

    mpzarde/fabric-mcp/io.github.mpzarde/fabric-mcp MCP server

    1★ repo

    MCP server for Fabric AI patterns

  • Misarblog mcp

    mrgulshanyadav/misarblog-mcp/io.github.mrgulshanyadav/misarblog-mcp MCP server

    1★ repo

    Publish blog posts, manage drafts, generate AI cover images, and pull analytics from Misar.Blog.

  • Bash command mcp

    mrorigo/bash-command-mcp/io.github.mrorigo/bash-command-mcp MCP server

    1★ repo

    Sophisticated bash command MCP server that runs and manages shell execution.

  • Tabedata mcp

    mrslbt/tabedata-mcp/io.github.mrslbt/tabedata-mcp MCP server

    1★ repo

    Bilingual JP/EN Japanese food nutrition for AI: 460 sourced konbini, chain & brand items.

  • Jaeger mcp

    mshegolev/jaeger-mcp/io.github.mshegolev/jaeger-mcp MCP server

    1★ repo

    Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

  • Gitlab ci mcp

    mshegolev/gitlab-ci-mcp/io.github.mshegolev/gitlab-ci-mcp MCP server

    1★ repo

    GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

  • Genable mcp

    musepy/genable/io.github.musepy/genable-mcp MCP server

    1★ repo

    Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.

  • PostgreSQL MCP Server

    musaddiq-dev/postgresql-mcp-server/io.github.musaddiq-dev/postgresql-mcp-server MCP server

    1★ repo

    Python MCP server for PostgreSQL database inspection and querying

  • Crawlforge mcp server

    mysleekdesigns/crawlforge-mcp/io.github.mysleekdesigns/crawlforge-mcp-server MCP server

    1★ repo

    26-tool MCP server for web scraping, crawling, deep research & autonomous extraction

  • Mcp icon visual

    n0isy/brain-mcp-icon-visual/io.github.n0isy/mcp-icon-visual MCP server

    no license1★ repo

    Search, retrieve, compare, and render SVG icons visually for AI agents.

  • Diskcleankit mcp

    namtran/diskcleankit-mcp/io.github.namtran/diskcleankit-mcp MCP server

    1★ repo

    MCP server for DiskCleanKit - One Touch Scan and Clean for Mac

  • Recon kit mcp

    nan786521/recon-mcp/io.github.nan786521/recon-kit-mcp MCP server

    1★ repo

    Read-only network & security recon tools (DNS, TLS, headers, CORS) for AI agents, each graded.

  • Thailand Data MCP

    narinthon-so/thailand-data-mcp/io.github.narinthon-so/thailand-data-mcp MCP server

    1★ repo

    Thai data for AI agents: DBD company-registry lookup, address normalization, holidays, VAT/WHT.

  • Nevent MCP

    nevent-dev/mcp-nevent/io.github.nevent-dev/mcp-nevent MCP server

    1★ repo

    Talk to your live-events CRM (campaigns, analytics, paid ads, segments) in Claude and ChatGPT.

  • NOC.McpServer

    nice-one-code/NOC.McpServer/io.github.nice-one-code/NOC.McpServer MCP server

    1★ repo

    MCP server exposing NiceOneCode's JSON-to-C# converter as an AI-callable tool.

  • Uk parliament committees

    DarkhorseOne/mcp-servers/io.github.nick-ma/uk-parliament-committees MCP server

    no license1★ repo

    MCP server for UK Parliament Committees API

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