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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

  • Cli

    pushtodisplay/cli/io.github.pushtodisplay/cli MCP server

    2★ repo

    PushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.

  • Scholar MCP Server

    pvliesdonk/scholar-mcp/io.github.pvliesdonk/scholar-mcp MCP server

    2★ repo

    Scholarly-sources MCP: papers, patents, books, standards — search and cross-reference prior art.

  • Solar mcp

    qso-graph/solar-mcp/io.github.qso-graph/solar-mcp MCP server

    no license2★ repo

    Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.

  • Unity MCP Server

    rachitkumarrastogi/unity-mcp-server/io.github.rachitkumarrastogi/unity-mcp-server MCP server

    no license2★ repo

    MCP server for Unity: 110+ tools, AI/ML discovery, bundled skills. No Editor.

  • Pynet mcp bridge

    rafa2403nunez-droid/PyNetBridge/io.github.rafa2403nunez-droid/pynet-mcp-bridge MCP server

    2★ repo

    MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation.

  • Zoekt mcp

    radiovisual/zoekt-mcp/io.github.radiovisual/zoekt-mcp MCP server

    2★ repo

    Fast indexed code search for AI agents, powered by Sourcegraph Zoekt.

  • Ravendb mcp

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

    2★ repo

    Read-only MCP diagnostics server for RavenDB.

  • Ap mcp server

    rbonestell/ap-mcp-server/io.github.rbonestell/ap-mcp-server MCP server

    no license2★ repo

    Model Context Protocol (MCP) server for the Associated Press Media API

  • Lsopenapi

    redoxnet/mcp-lsopenapi/io.github.redoxnet/lsopenapi MCP server

    2★ repo

    LS Securities OpenAPI MCP server: Korean + overseas stocks, charts, screeners, portfolio, accounts.

  • Mcp

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

    no license2★ repo

    Model Context Protocol server for Refgrow affiliate program management API

  • Remoet mcp

    remoet-labs/remoet-mcp/io.github.remoet-labs/remoet-mcp MCP server

    2★ repo

    Job platform for AI agents. Track tech jobs from companies that match your stack.

  • Claude prompt optimizer

    rishiatlan/Claude-Prompt-Optimizer-MCP/io.github.rishiatlan/claude-prompt-optimizer MCP server

    no license2★ repo

    Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.

  • Sports card agent

    rjexile/sports-card-agent/io.github.rjexile/sports-card-agent MCP server

    2★ repo

    Sports card pricing, market analysis, grading ROI, and player stats (NBA/NFL/MLB)

  • Pmd

    roeiba/pmd/io.github.roeiba/pmd MCP server

    no license2★ repo

    MCP server for PMD static code analyzer - run code analysis and detect duplicates

  • 4da mcp server

    runyourempire/4DA/io.github.runyourempire/4da-mcp-server MCP server

    no license2★ repo

    Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

  • Hermes Grocy MCP

    rusty4444/grocy-mcp/io.github.rusty4444/hermes-grocy-mcp MCP server

    2★ repo

    MCP server for Grocy household ERP inventory and shopping workflows.

  • wallabag MCP

    rusty4444/wallabag-mcp/io.github.rusty4444/wallabag-mcp MCP server

    2★ repo

    MCP server for wallabag read-it-later entries, tags, and annotations.

  • Undesirables mcp server

    sailorpepe/undesirables-mcp-server/io.github.sailorpepe/undesirables-mcp-server MCP server

    no license2★ repo

    Conformal TCG risk forecasts + AI card grading, x402 pay-per-call oracle, on-chain soul agents.

  • Kafka Sentinel

    sanjay-amu/kafka-sentinel-mcp/io.github.sanjay-amu/kafka-sentinel-mcp MCP server

    2★ repo

    Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.

  • Ecb mcp

    scka-de/ecb-mcp/io.github.scka-de/ecb-mcp MCP server

    2★ repo

    ECB data for AI agents — rates, yields, inflation, money supply, and 100+ datasets. No API key.

  • OpenGraph.io MCP Server

    securecoders/opengraph-io-mcp/io.github.securecoders/opengraph-io-mcp MCP server

    2★ repo

    MCP server for OpenGraph.io API - fetch OG data, screenshots, scrape, and generate images

  • Impri

    sekera-radim/impri/io.github.sekera-radim/impri MCP server

    2★ repo

    Impri MCP server — human-in-the-loop approval inbox for AI agents

  • Replicate mcp server

    sena-labs/replicate-mcp-server/io.github.sena-labs/replicate-mcp-server MCP server

    2★ repo

    Replicate MCP server - image, video, audio, speech, LLM, vision, upscale, 3D, training. 36 tools.

  • Xiaohongshu (Little Red Book) MCP Server

    shanyang-me/xhs-mcp/io.github.shanyang-me/xiaohongshu-mcp MCP server

    2★ repo

    Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.

  • Icp intelligence mcp

    shashwatgtm/icp-intelligence-mcp/io.github.shashwatgtm/icp-intelligence-mcp MCP server

    no license2★ repo

    Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools

  • Notion mcp

    shck-dev/notion-mcp/io.github.shck-dev/notion-mcp MCP server

    2★ repo

    Notion MCP server — search, export, and import pages as markdown

  • J-Quants MCP

    shigechika/jquants-mcp/io.github.shigechika/jquants-mcp MCP server

    2★ repo

    MCP server for retrieving Japanese stock market data via J-Quants API v2

  • Flippa mcp

    sind00/flippa-mcp/io.github.sind00/flippa-mcp MCP server

    2★ repo

    Search, analyze, and evaluate online businesses for sale on Flippa.com marketplace.

  • Vscode terminal mcp

    sirlordt/vscode-terminal-mcp/io.github.sirlordt/vscode-terminal-mcp MCP server

    2★ repo

    Execute commands in visible VSCode terminal tabs with output capture and session reuse.

  • Ncloud

    sjk4425/ncloud-mcp-server/io.github.sjk4425/ncloud MCP server

    2★ repo

    MCP server for managing Naver Cloud Platform (Ncloud) infrastructure

  • CausalLayer MCP

    smq9sn5jck-coder/causallayer-mcp/io.github.smq9sn5jck-coder/causallayer MCP server

    2★ repo

    Deterministic AI liability attribution with Bitcoin-anchored proof certificates.

  • Govtoolspro mcp server

    smythmyke/govtoolspro-mcp-server/io.github.smythmyke/govtoolspro-mcp-server MCP server

    2★ repo

    Workflow tools for federal contractors: go/no-go scoring, incumbent intel, recompete, NECO.

  • Markitup mcp server

    smythmyke/markitup-mcp-server/io.github.smythmyke/markitup-mcp-server MCP server

    2★ repo

    MarkItUp AI image annotation and marketing-visual generator (variations, outpaint, bg-removal).

  • Patent search mcp server

    smythmyke/patent-search-mcp-server/io.github.smythmyke/patent-search-mcp-server MCP server

    2★ repo

    Patent dossiers, prosecution, claims + a legal layer (PTAB, litigation, term) + AI risk. USPTO.

  • Socialloop mcp

    socialloopai/socialloop-mcp/io.github.socialloopai/socialloop-mcp MCP server

    2★ repo

    SocialLoop: AI-native event platform — sell tickets, manage guests, run affiliates & promo codes.

  • Flato Design MCP

    sologovision/flato-design-mcp/io.github.sologovision/flato-design-mcp MCP server

    2★ repo

    Connect AI agents to Flato's editable canvas runtime through a hosted MCP server.

  • Odoo surface mcp

    solutionsunity/odoo-surface-mcp/io.github.solutionsunity/odoo-surface-mcp MCP server

    2★ repo

    Full Odoo access for AI agents via MCP: CRUD, website, translations, attachments, workflows.

  • SEC EDGAR Filings MCP

    stagproject/sec-filings-mcp/io.github.stagproject/sec-filings-mcp MCP server

    2★ repo

    SEC EDGAR MCP: search, preview, purchase filings. x402 USDC on Polygon. xpay + Cloud Run upstream.

  • Inav mcp

    starlordz12/inav-mcp/io.github.starlordz12/inav-mcp MCP server

    2★ repo

    MCP server for iNAV flight-controller configuration and diagnostics

  • Shortcut mcp

    stayce/streamshortcut-cloudflare/io.github.stayce/shortcut-mcp MCP server

    2★ repo

    Shortcut project management. Create, update, search stories and manage workflows.

  • Mcp obsidian cli

    stonematt/mcp-obsidian-cli/io.github.stonematt/mcp-obsidian-cli MCP server

    2★ repo

    Save chat notes from Claude Desktop to your vault — MCP on Obsidian CLI. Keep what matters.

  • DB MCP Server

    stucchi/db-mcp-server/io.github.stucchi/db MCP server

    2★ repo

    Database MCP server for MySQL, PostgreSQL, MongoDB, and SQLite with SSH tunneling support.

  • Trello MCP Server

    stucchi/trello-mcp/io.github.stucchi/trello MCP server

    no license2★ repo

    MCP server for the Trello REST API – manage boards, lists, cards, labels, checklists and more

  • Mcp server

    sudzikcoin/suverse-mcp/io.github.sudzikcoin/mcp-server MCP server

    2★ repo

    Pay-per-call x402 tools: crypto market pulse, wallet reputation, token check, endpoint search.

  • VaultPilot MCP

    szhygulin/vaultpilot-mcp/io.github.szhygulin/vaultpilot-mcp MCP server

    no license2★ repo

    Self-custodial crypto + DeFi MCP for AI agents. Ledger-signed. EVM, TRON, Solana, BTC, LTC.

  • Calculator mcp

    tech-sushant/calculator-mcp/io.github.tech-sushant/calculator-mcp MCP server

    no license2★ repo

    A simple Model Context Protocol calculator server

  • Mcp server

    the402ai/mcp-server/io.github.the402ai/mcp-server MCP server

    2★ repo

    AI agent service marketplace — browse, purchase, and manage services via x402/USDC

  • Lsp mcp

    theUpsider/lsp-mcp/io.github.theUpsider/lsp-mcp MCP server

    no license2★ repo

    Universal LSP MCP server

  • Dadata mcp

    theYahia/dadata-mcp/io.github.theYahia/dadata-mcp MCP server

    2★ repo

    MCP server for DaData.ru — address validation, company lookup, geocoding. 31 tools.

  • Megaplan mcp

    theYahia/megaplan-mcp/io.github.theYahia/megaplan-mcp MCP server

    2★ repo

    MCP server for Megaplan — tasks, deals management via API v3.

  • Planfix mcp

    theYahia/planfix-mcp/io.github.theYahia/planfix-mcp MCP server

    2★ repo

    MCP server for Planfix API — tasks, contacts. 3 tools.

  • voximplant-mcp

    theYahia/voximplant-mcp/io.github.theYahia/voximplant-mcp MCP server

    2★ repo

    MCP server for Voximplant — cloud telephony, call history, SMS (Russia)

  • Costco

    thehesiod/costco-mcp/io.github.thehesiod/costco MCP server

    2★ repo

    MCP server for Costco warehouse receipts and online orders

  • Gapbase mcp

    thevibepreneur/gapbase-mcp/io.github.thevibepreneur/gapbase-mcp MCP server

    2★ repo

    Search 474 validated startup gaps by industry, role, or keyword. Works offline.

  • Raven nest mcp

    tidynest/raven-nest-mcp/io.github.tidynest/raven-nest-mcp MCP server

    2★ repo

    AI-driven penetration testing - 22 security tools behind safety-hardened MCP endpoints

  • HotkeylessAHK mcp skill

    tim0-12432/HotkeylessAHK-mcp-skill/io.github.tim0-12432/HotkeylessAHK-mcp-skill MCP server

    2★ repo

    MCP server for Hotkeyless AHK HTTP API.

  • Mcp notifications

    Artemeey/mcp-notifications/io.github.topvisor/mcp-notifications MCP server

    2★ repo

    MCP server for desktop notifications over stdio

  • Paradex Trading

    tradeparadex/mcp-paradex-py/io.github.tradeparadex/mcp-paradex-py MCP server

    2★ repo

    MCP server for Paradex perp trading. Market data, accounts, orders, positions, and vaults.

  • Xraylib mcp server

    tschoonj/xraylib-mcp-server/io.github.tschoonj/xraylib-mcp-server MCP server

    2★ repo

    MCP server providing X-ray interaction data via xraylib

  • Hyper mcp

    tuananh/hyper-mcp/io.github.tuananh/hyper-mcp MCP server

    2★ repo

    📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins