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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 data pipeline connector

    dbsectrainer/mcp-data-pipeline-connector/io.github.dbsectrainer/mcp-data-pipeline-connector MCP server

    0★ repo

    Universal data connector for CSV, Postgres, and REST APIs via DuckDB

  • Mcp server health monitor

    dbsectrainer/mcp-server-health-monitor/io.github.dbsectrainer/mcp-server-health-monitor MCP server

    0★ repo

    Health monitoring for all your MCP servers

  • Voila Groceries MCP

    dearlordylord/voila-sdk/io.github.dearlordylord/voila-mcp MCP server

    0★ repo

    Safe personal Voila grocery automation for search, slots, cart updates, and order history

  • Agent immune

    denial-web/agent-immune/io.github.denial-web/agent-immune MCP server

    0★ repo

    AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening

  • QTM4J

    denis-platonov/qtm4j-mcp-server/io.github.denis-platonov/qtm4j MCP server

    0★ repo

    MCP server for QMetry Test Management for Jira (QTM4J) Open API.

  • MuntuAI

    design-smith/MuntuAI-MCP/io.github.design-smith/muntuai-mcp MCP server

    no license0★ repo

    Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and analytics.

  • Codereviewbuddy

    detailobsessed/codereviewbuddy/io.github.detailobsessed/codereviewbuddy MCP server

    0★ repo

    MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

  • Agentic Detection Lookups

    detection-forge/agentic-detection-lookups/io.github.detection-forge/agentic-detection-lookups MCP server

    0★ repo

    LOLBAS, GTFOBins, and process parent-child lookups for detection engineering agents.

  • ALLFLYGHTS

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

    no license0★ repo

    Geo-based flight search MCP server. Find more flights between any two places on earth

  • MCP Market Russia

    devids77/mcp-market-ru/io.github.devids77/mcp-market-ru MCP server

    0★ repo

    Russian construction market: 3,395 contractors, 20,322 projects, 24 search/analytics tools.

  • Discourse mcp extended

    devzspy/discourse-mcp-extended/io.github.devzspy/discourse-mcp-extended MCP server

    0★ repo

    Discourse MCP server (stdio) with review-queue tools added. Fork of @discourse/mcp.

  • Tubemind secure mcp

    dewtech-technologies/tubemind-secure-mcp/io.github.dewtech-technologies/tubemind-secure-mcp MCP server

    0★ repo

    Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 controls.

  • Obsidian mcp secure

    dewtech-technologies/obsidian-mcp-secure/io.github.dewtech-technologies/obsidian-mcp-secure MCP server

    no license0★ repo

    Secure MCP server for Obsidian with OWASP Top 10 controls and full audit logging.

  • Dcp mcp

    dhnpmp-tech/dcp-mcp/io.github.dhnpmp-tech/dcp-mcp MCP server

    0★ repo

    Saudi sovereign AI compute: OpenAI-compatible inference, rent GPU pods, manage storage.

  • Hevy MCP

    diecoscai/hevy-mcp/io.github.diecoscai/hevy-mcp MCP server

    0★ repo

    MCP server for the Hevy fitness API — spec-generated schemas, dry-run-safe writes, easy setup.

  • Agentaeo mcp server

    agentaeo/agentaeo-mcp-server/io.github.digitaldatadriven/agentaeo-mcp-server MCP server

    0★ repo

    AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, and Google AI.

  • Chrome DevTools MCP

    dinesh-nalla-se/chrome-devtools-mcp/io.github.dinesh-nalla-se/chrome-devtools-mcp MCP server

    0★ repo

    MCP server for Chrome DevTools

  • Agent wallet

    dingdawg/agent-wallet-demo/io.github.dingdawg/agent-wallet MCP server

    no license0★ repo

    Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-signed receipts.

  • Playwright mcp

    dinesh-nalla-se/playwright-mcp/io.github.dinesh-nalla-se/playwright-mcp MCP server

    0★ repo

    Playwright Tools for MCP

  • Voyager agent

    dir-ai/voyager-agent/io.github.dir-ai/voyager-agent MCP server

    0★ repo

    One universal Voyager: name a goal; it activates senses (repo, net) and runs a live mission.

  • Drop beacon mcp

    direct-web/drop-beacon-mcp/io.github.direct-web/drop-beacon-mcp MCP server

    0★ repo

    Search 100K+ EDC products. Track drops, compare prices, and analyze market trends.

  • Agentshield mcp

    dl-eigenart/agentshield-platform/io.github.dl-eigenart/agentshield-mcp MCP server

    0★ repo

    Detect prompt injection, jailbreak, and social-engineering attacks in LLM agents.

  • 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.

  • Samotpravil MCP

    dkanster/samotpravil-mcp/io.github.dkanster/samotpravil-mcp MCP server

    0★ repo

    MCP server for Samotpravil API — docs, typed tools, Python SDK parity, safety flags.

  • 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

    0★ 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

    0★ 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

  • Mcp server lol

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

    0★ repo

    League of Legends AI coaching: player profiles, match history, ranked stats & performance analysis

  • Mcp server tft

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

    0★ repo

    Teamfight Tactics AI coaching: composition analysis, augment optimization & improvement tips

  • 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

    0★ 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.

  • Baseline mcp

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

    0★ 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

    0★ 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

    0★ 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.

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