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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

  • Stellavault

    Evanciel/stellavault/io.github.Evanciel/stellavault MCP server

    3★ repo

    Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.

  • Mcp server

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

    no license3★ repo

    Official MCP server for FastAlert, providing tools to list channels and send notifications.

  • TaskChampion MCP

    GabiUp2/TaskChampion_MCP/io.github.GabiUp2/taskchampion-mcp MCP server

    3★ repo

    MCP server for Taskwarrior 3.x, TaskChampion, and Timewarrior task management.

  • Agent trust

    garl-protocol/garl/io.github.Garl-Protocol/agent-trust MCP server

    3★ repo

    AI agent trust & reputation protocol — verify, score, route, compare, delegate. 18 tools.

  • Ani mcp

    GavMason/ani-mcp/io.github.GavMason/ani-mcp MCP server

    3★ repo

    A smart MCP server for AniList that gets your anime/manga taste - not just API calls.

  • Cashpilot mcp

    GeiserX/cashpilot-mcp/io.github.GeiserX/cashpilot-mcp MCP server

    3★ repo

    MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN earnings

  • Pumperly mcp

    GeiserX/pumperly-mcp/io.github.GeiserX/pumperly-mcp MCP server

    3★ repo

    MCP server for Pumperly — query fuel prices, find stations, and plan routes

  • Lemonsqueezy mcp server

    IntrepidServicesLLC/lemonsqueezy-mcp-server/io.github.IntrepidServicesLLC/lemonsqueezy-mcp-server MCP server

    3★ repo

    Lemon Squeezy SDK as MCP server. Give your AI assistant access to payment and subscription data.

  • AdoMcp

    John0King/AdoMCP/io.github.John0King/adomcp MCP server

    3★ repo

    Database MCP server for schema discovery, comments, and SQL queries.

  • Agent gate

    Jott2121/agent-gate/io.github.Jott2121/agent-gate MCP server

    3★ repo

    Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.

  • Linkinator mcp

    JustinBeckwith/linkinator-mcp/io.github.JustinBeckwith/linkinator-mcp MCP server

    3★ repo

    MCP server for link checking using linkinator

  • Patreon mcp server

    KyuRish/patreon-mcp-server/io.github.KyuRish/patreon-mcp-server MCP server

    3★ repo

    Access your Patreon creator data - campaigns, patrons, tiers, and posts.

  • Copilot Memory MCP

    LabForgeDev/copilot-memory-mcp/io.github.LabForgeDev/copilot-memory-mcp MCP server

    3★ repo

    Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

  • Maximo Enterprise MCP

    MaxisTechnology-Dev/Maximo-MCP/io.github.MaxisTechnology-Dev/maximo-mcp MCP server

    no license3★ repo

    MCP server for IBM Maximo, by Maxis Technology — assets, work orders, inventory, purchasing, labor.

  • Measure space mcp server

    MeasureSpace/measure-space-mcp-server/io.github.MeasureSpace/measure-space-mcp-server MCP server

    3★ repo

    MCP server for weather, climate, air quality, agriculture, pollen and geocoding from measurespace.io

  • Ollama handoff

    Michael-WhiteCapData/ollama-handoff/io.github.Michael-WhiteCapData/ollama-handoff MCP server

    3★ repo

    Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

  • Elementor mcp agent

    Mogacode-ma/elementor-mcp-agent/io.github.Mogacode-ma/elementor-mcp-agent MCP server

    no license3★ repo

    Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, versions.

  • MolTrust MCP Server

    MoltyCel/moltrust-mcp-server/io.github.MoltyCel/moltrust-mcp-server MCP server

    3★ repo

    Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.

  • oraclemcp

    MuhDur/oraclemcp/io.github.MuhDur/oraclemcp MCP server

    3★ repo

    Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).

  • Swagger MCP Bridge

    Neo1228/spring-boot-starter-swagger-mcp/io.github.Neo1228/swagger-mcp-bridge MCP server

    3★ repo

    Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.

  • Mcp react toolkit

    Nishant-Chaudhary5338/mcp-toolkit/io.github.Nishant-Chaudhary5338/mcp-react-toolkit MCP server

    no license3★ repo

    9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

  • Gretl MCP

    OndrejLapes/GretlMCP/io.github.OndrejLapes/gretl-mcp MCP server

    3★ repo

    Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.

  • Mcp arangodb async

    PCfVW/mcp-arangodb-async/io.github.PCfVW/mcp-arangodb-async MCP server

    3★ repo

    Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.

  • DICOMweb MCP Server

    PantelisGeorgiadis/dicomweb-mcp-server/io.github.PantelisGeorgiadis/dicomweb-mcp-server MCP server

    3★ repo

    MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and WADO-RS.

  • Graph polymarket mcp

    PaulieB14/graph-polymarket-mcp/io.github.PaulieB14/graph-polymarket-mcp MCP server

    3★ repo

    Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs

  • Health export mcp

    PhilipAD/health-export-mcp/io.github.PhilipAD/health-export-mcp MCP server

    3★ repo

    Query 190 Apple Health metrics from any MCP agent — zero-dependency, read-only, local-first.

  • aiogram-mcp

    Py2755/aiogram-mcp/io.github.Py2755/aiogram-mcp MCP server

    3★ repo

    MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event streaming

  • Interminal

    QiuwenZheng/interminal/io.github.QiuwenZheng/interminal MCP server

    3★ repo

    Lightweight MCP server providing terminal access (SSH & local shells) for AI assistants.

  • Rootvine mcp

    RagingOrangutan/rootvine-mcp/io.github.RagingOrangutan/rootvine-mcp MCP server

    3★ repo

    Cross-platform music and game resolution for AI agents across 15+ platforms.

  • Awesome Copilot MCP Server

    RbBtSn0w/awesome-copilot-mcp/io.github.RbBtSn0w/awesome-copilot-mcp MCP server

    3★ repo

    Model Context Protocol server for awesome-copilot agents and collections

  • AdGuard Home MCP Server

    Samik081/mcp-adguard-home/io.github.Samik081/mcp-adguard-home MCP server

    3★ repo

    Manage AdGuard Home through AI assistants

  • Mcp banco inter

    SamuelMoraesF/mcp-banco-inter/io.github.SamuelMoraesF/mcp-banco-inter MCP server

    no license3★ repo

    Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie cobranças.

  • Latex mcp

    SepineTam/latex-mcp/io.github.SepineTam/latex-mcp MCP server

    3★ repo

    Enable AI agents to compile TeX files with LaTeX inside a Docker container.

  • Sprintra

    Sprintra-io/sprintra-mcp/io.github.Sprintra-io/sprintra MCP server

    3★ repo

    The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.

  • Taplio linkedin mcp

    TaplioOfficial/taplio-linkedin-mcp/io.github.TaplioOfficial/taplio-linkedin-mcp MCP server

    3★ repo

    Draft, schedule, publish, and analyze your LinkedIn posts from your AI assistant via Taplio.

  • L402 kit

    ShinyDapps/l402-kit/io.github.ThiagoDataEngineer/l402-kit MCP server

    3★ repo

    MCP server for L402-protected APIs via Bitcoin Lightning. Pay-per-call AI tools in sats.

  • Tychi MCP

    TychiWallet/tyi-mcp/io.github.TychiWallet/tyi-mcp MCP server

    3★ repo

    Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-gated payments.

  • Wavix

    Wavix/wavix-mcp-server/io.github.Wavix/mcp MCP server

    3★ repo

    Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers, 10DLC, CDRs.

  • Openmm mcp

    QBT-Labs/openMM-MCP/io.github.adacapo21/openmm-mcp MCP server

    3★ repo

    AI-native crypto trading MCP server — market data, orders, grid strategies & DeFi

  • Pickle

    adityaarsharma/pickle/io.github.adityaarsharma/pickle MCP server

    3★ repo

    Free, local MCP server that audits ClickUp, Slack & Teams for work that slipped through.

  • Agent Blueprint

    agent-blueprint/mcp-server/io.github.agent-blueprint/mcp-server MCP server

    3★ repo

    Explore and download AI agent blueprints as Agent Skills directories for coding agents

  • Server

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

    3★ repo

    MCP server that teaches any AI agent the AIDE methodology via progressive disclosure

  • OmniGlyph

    aidi1723/OmniGlyph/io.github.aidi1723/omniglyph MCP server

    3★ repo

    Local symbol ground truth MCP server for Unicode lookup and code-symbol linting.

  • Arduino MCP Server

    akshatnerella/arduino-mcp-server/io.github.akshatnerella/arduino-mcp-server MCP server

    3★ repo

    Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

  • Qontoctl

    alexey-pelykh/qontoctl/io.github.alexey-pelykh/qontoctl MCP server

    3★ repo

    CLI and MCP server for the Qonto banking API

  • Npm mcp

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

    3★ repo

    MCP server for npm package management, security analysis, and compatibility checking

  • Noun mcp

    alisaitteke/noun-mcp/io.github.alisaitteke/noun-mcp MCP server

    3★ repo

    MCP server for The Noun Project - search and download icons directly in Cursor AI and Claude

  • Google flights

    andreacappelletti97/google-flights-mcp/io.github.andreacappelletti97/google-flights MCP server

    3★ repo

    MCP server for Google Flights: search, price tracking, cabin comparison, emissions, and more.

  • Mcp webgate

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

    3★ repo

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

  • SEO Tools: Yandex.Metrica

    antohins/seo-tools-mcp/io.github.antohins/seo-tools-mcp-metrika MCP server

    3★ repo

    MCP server for Yandex.Metrica Stat API (read-only).

  • Garmin local mcp

    anup-shesh/garmin-local-mcp/io.github.anup-shesh/garmin-local-mcp MCP server

    3★ repo

    Local-first Garmin data warehouse: sync once to SQLite, analyze trends and correlations offline.

  • EWS Meeting MCP

    ap311036/ews-meeting-mcp/io.github.ap311036/ews-meeting-mcp MCP server

    3★ repo

    Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed writes.

  • VK Ads MCP

    askads/mcp-vk-ads/io.github.askads/mcp-vk-ads MCP server

    3★ repo

    MCP server for VK Ads (VK Реклама) API: manage ad plans, ad groups, banners, and statistics.

  • Yandex Wordstat MCP

    askads/mcp-yandex-wordstat/io.github.askads/mcp-yandex-wordstat MCP server

    3★ repo

    MCP server for Yandex Wordstat API: top & related queries, demand dynamics and regions.

  • Mcp

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

    3★ repo

    Search Polish public tenders (BZP + TED) — 800k+ tenders, profiles, statistics, glossary.

  • Mcp server

    azeth-protocol/mcp-server/io.github.azeth-protocol/mcp-server MCP server

    3★ repo

    Smart accounts, x402 payments, on-chain reputation, and service discovery for AI agents

  • Mcp flutterwave

    bajoski34/mcp-flutterwave/io.github.bajoski34/mcp-flutterwave MCP server

    3★ repo

    MCP Server to interact with Flutterwave APIs.

  • Zendriver MCP

    bituq/zendriver-mcp/io.github.bituq/zendriver-mcp MCP server

    3★ repo

    Undetectable browser automation for LLM agents, spoken over MCP.

  • Mcp factcheck

    carlisia/mcp-factcheck/io.github.carlisia/mcp-factcheck MCP server

    3★ repo

    An MCP server that validates content against MCP specification using semantic search and AI

  • Automatised pipeline

    cdeust/automatised-pipeline/io.github.cdeust/automatised-pipeline MCP server

    3★ repo

    Codebase intelligence MCP server — index any repo into a property graph; 24 tools for agents.