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Context & AI engineering

26,411 rows, by stacks then stars

2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

  • Aegov mcp

    dlsforge/aegov-dls-mcp/io.github.dlsforge/aegov-mcp MCP server

    0★ repo

    UAE Design System (AEGOV DLS) for AI assistants: components, tokens, validation. Not TDRA-official.

  • Groundhog mcp

    dmytrome/groundhog/io.github.dmytrome/groundhog-mcp MCP server

    0★ repo

    Safe, self-hosted web grounding for AI agents and crawlers over a stealth browser

  • Leakguard mcp

    doazvjettu/leakguard-mcp/io.github.doazvjettu/leakguard-mcp MCP server

    0★ repo

    Static analyzer flagging lookahead bias & data leakage in ML/trading code before backtest.

  • Mcp docker release information

    dockersamples/mcp-docker-release-information/io.github.dockersamples/mcp-docker-release-information MCP server

    0★ repo

    MCP server providing Docker Desktop release notes and security information.

  • Docjet mcp

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

    no license0★ repo

    Render branded PDFs and PNG images from templates or raw HTML via the DocJet API. Free tier.

  • Estevao mcp

    dodopok/estevao-mcp/io.github.dodopok/estevao-mcp MCP server

    25 days old0★ repo

    Anglican liturgical calendar, lectionary and Daily Office (Book of Common Prayer) via Estêvão API

  • Familiar mcp

    dominion525/familiar/io.github.dominion525/familiar-mcp MCP server

    0★ repo

    MCP server that drives the user's real macOS Chrome via AppleScript. 32 tools.

  • Cdek

    dontsovcmc/mcp-server-cdek/io.github.dontsovcmc/cdek MCP server

    no license0★ repo

    MCP server for CDEK delivery service API — create orders, track shipments, search delivery points

  • Tochka bank

    dontsovcmc/mcp-server-tochka-bank/io.github.dontsovcmc/tochka-bank MCP server

    0★ repo

    MCP server for Tochka Bank API — payments, invoices, acquiring, subscriptions

  • Latent lounge mcp

    dontuh3/latent-lounge-mcp/io.github.dontuh3/latent-lounge-mcp MCP server

    0★ repo

    Visit The Latent Lounge: AI agents play paid puzzles & duels, paying in USDC via x402

  • PensionPro

    douglaslinsmeyer/pension-pro-mcp/io.github.douglaslinsmeyer/pension-pro-mcp MCP server

    0★ repo

    MCP server for the PensionPro pension administration REST API.

  • Radtask mcp

    dougsureel-tech/radtask-mcp/io.github.dougsureel-tech/radtask-mcp MCP server

    0★ repo

    AI task cockpit: an agent does your tasks and asks before anything irreversible.

  • Kobotoolbox mcp server

    drannakurasova/kobotoolbox-mcp-server/io.github.drannakurasova/kobotoolbox-mcp-server MCP server

    19 days old0★ repo

    MCP server for KoboToolbox: list forms, fetch submissions, and export field data.

  • Wheel Fitment API

    driveate/wheel-size-mcp/io.github.driveate/wheel-size-mcp MCP server

    0★ repo

    Official MCP server for vehicle wheel and tire fitment data from wheel-size.com

  • Leadership agent

    drjoergkrauter/zukunft-fuehren/io.github.drjoergkrauter/leadership-agent MCP server

    no license0★ repo

    MCP-Server zum Buch 'Zukunft führen' (Dr. Jörg Krauter): BANI & Leadership-Impulse.

  • Weekness — Week & Calendar Utilities

    dvdksn/weekness/io.github.dvdksn/weekness MCP server

    no license0★ repo

    MCP server with ISO week and calendar tools for date conversion, week math, and weekday lookups.

  • Mcp server

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

    no license0★ repo

    Manage clients, projects, tasks, invoices, time tracking & calendar in dVersum.

  • Leadcloser mcp

    dylanc1317-create/leadcloser-mcp/io.github.dylanc1317-create/leadcloser-mcp MCP server

    no license0★ repo

    Manage leads and insights for NZ trade businesses via LeadCloser AI.

  • Mcp multi edit

    eaisdevelopment/mcp-multi-edit/io.github.eaisdevelopment/mcp-multi-edit MCP server

    no license0★ repo

    Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)

  • Mcp server espn

    ebrunet001/mcp-server-espn/io.github.ebrunet001/mcp-server-espn MCP server

    0★ repo

    Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for 25+ leagues

  • chatmux

    echoedinvoker/chatmux/io.github.echoedinvoker/chatmux MCP server

    15 days old0★ repo

    Local-first MCP server for your own LINE and Telegram chats. Data stays on your machine.

  • Todoist mcp

    ecfaria/todoist-mcp/io.github.ecfaria/todoist-mcp MCP server

    0★ repo

    MCP server for Todoist task management integration

  • Betbetter mcp

    edushinka/betbetter-mcp/io.github.edushinka/betbetter-mcp MCP server

    14 days old0★ repo

    Free sports model win probabilities and fair odds for nine sports. No API key required.

  • Code firewall mcp

    egoughnour/code-firewall-mcp/io.github.egoughnour/code-firewall-mcp MCP server

    0★ repo

    Structural similarity-based code filter. Stops malicious code pattern reaching execution tools.

  • Cryptoboss mcp

    elevasyncsolutions-jpg/cryptodata-api/io.github.elevasyncsolutions-jpg/cryptoboss-mcp MCP server

    no license0★ repo

    Crypto data & trading MCP with 43 tools: prices, DeFi, NFTs, Solana swaps. 11 tools free.

  • Baseline mcp

    elninyo-ops/baseline-mcp/io.github.elninyo-ops/baseline-mcp MCP server

    16 days old0★ repo

    Statistically rigorous weather and climate context: forecast plus 35-year historical ranking.

  • Failmodes

    elyngved/failmodes-mcp/io.github.elyngved/failmodes MCP server

    0★ repo

    MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

  • Mcp

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

    0★ repo

    Post bounties, solve tasks, earn credits on Emergence Science — the agent economy.

  • Beacon mcp

    enrichgateagent-png/beacon-mcp/io.github.enrichgateagent-png/beacon-mcp MCP server

    29 days old0★ repo

    Search 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key.

  • Invoiceflow mcp

    enzoemir1/invoiceflow-mcp/io.github.enzoemir1/invoiceflow-mcp MCP server

    0★ repo

    AI-powered invoice automation. Create invoices, track payments, and manage cash flow.

  • Leadpipe mcp

    enzoemir1/leadpipe-mcp/io.github.enzoemir1/leadpipe-mcp MCP server

    0★ repo

    AI lead qualification: ICP filter, 0-100 scoring, Hunter.io enrichment, HubSpot/Pipedrive export.

  • Adops mcp

    enzoemir1/adops-mcp/io.github.enzoemir1/adops-mcp MCP server

    0★ repo

    CSV-first analytics for Google Ads + Meta Ads: reporting, anomaly detection, budget optimization.

  • Shopops mcp

    enzoemir1/shopops-mcp/io.github.enzoemir1/shopops-mcp MCP server

    0★ repo

    AI e-commerce operations. Inventory, pricing, segmentation, and analytics.

  • JCGE Agent Interface

    equicirco/JCGEAgentInterface.jl/io.github.equicirco/JCGEAgentInterface.jl MCP server

    0★ repo

    MCP server for JCGE discovery, modeling guidance, solving, validation, and equation rendering.

  • Gemsift mcp

    erashev-fedor/gemsift-mcp/io.github.erashev-fedor/gemsift-mcp MCP server

    no license0★ repo

    AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT.

  • Nutrients mcp

    ericblair1903/nutrients-mcp/io.github.ericblair1903/nutrients-mcp MCP server

    15 days old0★ repo

    Analyze food photos or text for calories, macros, vitamins, minerals, and allergens.

  • Hvilkenai mcp

    erorund/hvilkenai-mcp/io.github.erorund/hvilkenai-mcp MCP server

    no license0★ repo

    Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.

  • SkillFM Claude Code Token Usage

    ericm1018/skillfm-claude-code-token-usage-mcp/io.github.ericm1018/skillfm-claude-code-token-usage-cost MCP server

    0★ repo

    Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.

  • SkillFM LLM Cost Optimizer

    ericm1018/skillfm-llm-cost-optimizer-mcp/io.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usage MCP server

    0★ repo

    LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.

  • pplog

    esaio/pplog-mcp-server/io.github.esaio/pplog MCP server

    0★ repo

    Official MCP server for pplog - a poem sharing service

  • Embedcalc mcp

    ethan-hub26/embedcalc-mcp/io.github.ethan-hub26/embedcalc-mcp MCP server

    28 days old0★ repo

    Embedded calculators, codegen & schematic review: CRC, timing, struct, IEEE-754, KiCad.

  • Preflight

    evanfollis/skillfoundry-products/io.github.evanfollis/preflight MCP server

    no license0★ repo

    Check if your MCP server is ready to publish on the MCP Registry, Smithery, or npm.

  • Govee

    evefromwayback/govee-mcp/io.github.evefromwayback/govee-mcp MCP server

    0★ repo

    LAN-first, cloud-fallback MCP server for Govee smart lights and devices.

  • RZD Tickets MCP

    ex3lite/mcp_rzd_tickets/io.github.ex3lite/mcp-rzd-tickets MCP server

    0★ repo

    Read-only MCP server for RZD trains, cars, seats, adjacent pairs and car photos.

  • Staruml mcp

    ezrabrilliant/staruml-mcp/io.github.ezrabrilliant/staruml-mcp MCP server

    0★ repo

    MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.

  • Screenshotrender mcp

    faridmth/screenshotrender-mcp/io.github.faridmth/screenshotrender-mcp MCP server

    0★ repo

    Capture website screenshots from any MCP client via the ScreenshotRender API.

  • Mcp

    fetchsandbox/mcp/io.github.fetchsandbox/mcp MCP server

    0★ repo

    Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end.

  • ChipsAI MCP Server

    fgasparetto/chipsai-mcp/io.github.fgasparetto/chipsai-mcp MCP server

    0★ repo

    MCP server for ChipsAI — manage chatbots, conversations, and AI models

  • ChipsNews MCP Server

    fgasparetto/chipsnews-mcp/io.github.fgasparetto/chipsnews-mcp MCP server

    0★ repo

    MCP server for ChipsNews — manage news sources, articles, and triggers

  • Filesystem

    fieldcure/fieldcure-mcp-filesystem/io.github.fieldcure/filesystem MCP server

    0★ repo

    Secure MCP server for sandboxed filesystem operations with document parsing support.

  • Outbox

    fieldcure/fieldcure-mcp-outbox/io.github.fieldcure/outbox MCP server

    0★ repo

    Multi-channel messaging MCP server for Slack, Telegram, Email, KakaoTalk, and Discord.

  • Invoicetronic MCP Server

    fgasparetto/invoicetronic-mcp/io.github.fgasparetto/invoicetronic-mcp MCP server

    0★ repo

    MCP server for Italian electronic invoicing (SDI) via Invoicetronic API

  • Voice Transcriber MCP Server

    fgasparetto/voice-transcriber-mcp/io.github.fgasparetto/voice-transcriber-mcp MCP server

    0★ repo

    MCP server for transcribing Google Chat voice messages using Groq Whisper API

  • Rag

    fieldcure/fieldcure-mcp-rag/io.github.fieldcure/rag MCP server

    0★ repo

    MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.

  • Essentials

    fieldcure/fieldcure-mcp-essentials/io.github.fieldcure/essentials MCP server

    0★ repo

    Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, file I/O, memory.

  • Mcp server

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

    no license0★ repo

    Finhay Securities — stock prices, portfolio, gold, crypto, and macro data via AI

  • Atlas mcp server

    finmanagerai/atlas-mcp-server/io.github.finmanagerai/atlas-mcp-server MCP server

    no license0★ repo

    Hosted MCP for stocks, options, Greeks, brokers, order previews, alerts, and workflows.

  • Guardrly mcp

    fishcoco-code/guardrly-mcp/io.github.fishcoco-code/guardrly-mcp MCP server

    0★ repo

    Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, and more

  • Mcp sftp orchestrator

    fkom13/mcp-sftp-orchestrator/io.github.fkom13/mcp-sftp-orchestrator MCP server

    no license0★ repo

    Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d'attente persistante.

  • Nature vision mcp

    fonkychen/nature-vision-mcp/io.github.fonkychen/nature-vision-mcp MCP server

    no license0★ repo

    Identifies biological species, returning Latin names with confidence scores.