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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

  • Sigil

    cdrn/sigil/io.github.cdrn/sigil MCP server

    3★ repo

    Local keystore + MCP server. Claude can sign EVM transactions but never sees the private key.

  • Kalshi Prediction Markets

    cejor6/kalshi-mcp-server/io.github.cejor6/kalshi-mcp-server MCP server

    3★ repo

    MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, demo/prod safety.

  • Ffvoice

    chicogong/ffvoice-engine/io.github.chicogong/ffvoice MCP server

    3★ repo

    Offline speech-to-text & speaker diarization MCP server: transcribe audio on-device, no cloud

  • Redfin mcp

    chrischall/redfin-mcp/io.github.chrischall/redfin-mcp MCP server

    3★ repo

    Redfin real-estate for Claude — search, property details, market reports, saved homes

  • Zola mcp

    chrischall/zola-mcp/io.github.chrischall/zola-mcp MCP server

    3★ repo

    Zola wedding planning for Claude — vendors, budget, guests, seating, registry, and RSVPs

  • Go unifi mcp

    claytono/go-unifi-mcp/io.github.claytono/go-unifi-mcp MCP server

    3★ repo

    Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firewall

  • Aegis mcp

    cleburn/aegis-mcp/io.github.cleburn/aegis-mcp MCP server

    3★ repo

    Runtime governance enforcement for AI agents. Zero token overhead.

  • Cookie mcp

    cookiechain/cookie-mcp/io.github.cookiechain/cookie-mcp MCP server

    3★ repo

    Cookie Chain tools for AI agents: swap, launch, liquidity, staking, NFTs, and a Solana bridge.

  • Amazonads mcp

    cprice70/amazonads-mcp/io.github.cprice70/amazonads-mcp MCP server

    no license3★ repo

    MCP server for Amazon Ads API - manage campaigns, keywords, bids, and performance reports

  • France data mcp

    cturkieh/france-data-mcp/io.github.cturkieh/france-data-mcp MCP server

    3★ repo

    French public-data MCP: cross-ref health, demographics, business, geo & real-estate.

  • Clickup mcp

    cvrt-jh/clickup-mcp/io.github.cvrt-jh/clickup-mcp MCP server

    3★ repo

    Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller responses)

  • Arxiv mcp server

    cyanheads/arxiv-mcp-server/io.github.cyanheads/arxiv-mcp-server MCP server

    3★ repo

    Search arXiv, fetch paper metadata, and read full-text content.

  • Brapi mcp server

    cyanheads/brapi-mcp-server/io.github.cyanheads/brapi-mcp-server MCP server

    3★ repo

    Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across Breedbase, T3, more.

  • Crossref mcp server

    cyanheads/crossref-mcp-server/io.github.cyanheads/crossref-mcp-server MCP server

    no license3★ repo

    Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API.

  • Gdelt mcp server

    cyanheads/gdelt-mcp-server/io.github.cyanheads/gdelt-mcp-server MCP server

    3★ repo

    Search and analyze global news coverage and US TV transcripts via the GDELT Project APIs.

  • Libofcongress mcp server

    cyanheads/libofcongress-mcp-server/io.github.cyanheads/libofcongress-mcp-server MCP server

    3★ repo

    Search LOC digital collections, Chronicling America newspapers (full OCR), and LC Subject Headings.

  • Met museum mcp server

    cyanheads/met-museum-mcp-server/io.github.cyanheads/met-museum-mcp-server MCP server

    3★ repo

    MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-access images.

  • Wikidata mcp server

    cyanheads/wikidata-mcp-server/io.github.cyanheads/wikidata-mcp-server MCP server

    3★ repo

    Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifiers.

  • Worldbank mcp server

    cyanheads/worldbank-mcp-server/io.github.cyanheads/worldbank-mcp-server MCP server

    3★ repo

    Query 29,500+ World Bank development indicators for 200+ countries across 60+ years.

  • Fizzy

    davegomez/fizzy-mcp/io.github.davegomez/fizzy MCP server

    3★ repo

    MCP server for Fizzy task management

  • Eight sleep mcp

    davidmosiah/eight-sleep-mcp/io.github.davidmosiah/eight-sleep-mcp MCP server

    3★ repo

    Unofficial Eight Sleep MCP server: read sleep trends, temperature, alarms; gated pod control.

  • Polarmcp

    davidmosiah/polar-mcp/io.github.davidmosiah/polarmcp MCP server

    3★ repo

    Privacy-first unofficial Polar AccessLink v4 MCP server for AI health, sleep and training agents.

  • Google ads mcp

    davidmosiah/google-ads-mcp-unofficial/io.github.davidmosiah/google-ads-mcp MCP server

    3★ repo

    Unofficial Google Ads MCP for campaigns, keywords, budgets, and gated mutations.

  • Withingsmcp

    davidmosiah/withings-mcp/io.github.davidmosiah/withingsmcp MCP server

    3★ repo

    Privacy-first, unofficial Withings MCP server for AI health, sleep, activity and heart-rate agents.

  • second-brain MCP

    ddmanyes/second-brain-mcp/io.github.ddmanyes/mcp-second-brain MCP server

    3★ repo

    Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memory compression.

  • Excalidraw

    debu-sinha/excalidraw-mcp-server/io.github.debu-sinha/excalidraw MCP server

    3★ repo

    Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools

  • Mcp jira scoped

    deepwired/mcp-jira/io.github.deepwired/mcp-jira-scoped MCP server

    3★ repo

    Jira MCP server with scoped API tokens via api.atlassian.com gateway

  • Dgmo mcp

    diagrammo/dgmo-mcp/io.github.diagrammo/dgmo-mcp MCP server

    3★ repo

    Generate 40+ diagram types from text; render locally to SVG/PNG, open in the Diagrammo editor

  • Office addin mcp

    dsbissett/office-addin-mcp/io.github.dsbissett/office-addin-mcp MCP server

    no license3★ repo

    MCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and addin.* tools.

  • ellmos CodeCommander

    ellmos-ai/ellmos-codecommander-mcp/io.github.ellmos-ai/ellmos-codecommander-mcp MCP server

    3★ repo

    Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.

  • Evc team relay mcp

    entire-vc/evc-team-relay-mcp/io.github.entire-vc/evc-team-relay-mcp MCP server

    3★ repo

    MCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay.

  • Coolify MCP

    frndchagas/coolify-mcp/io.github.frndchagas/coolify-mcp MCP server

    3★ repo

    MCP server for Coolify API operations.

  • Zendesk mcp server

    fruggr/zendesk-mcp-server/io.github.fruggr/zendesk-mcp-server MCP server

    3★ repo

    Draft, translate and update Help Center articles and manage Zendesk tickets from your AI assistant.

  • Npm run mcp server

    fstubner/npm-run-mcp-server/io.github.fstubner/npm-run-mcp-server MCP server

    3★ repo

    An MCP server that exposes package.json scripts as tools for agents.

  • Ardupilot mcp

    furkanisikay/ardupilot-mcp/io.github.furkanisikay/ardupilot-mcp MCP server

    3★ repo

    Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.

  • Qubic mcp

    fyllepo/qubic-mcp/io.github.fyllepo/qubic-mcp MCP server

    3★ repo

    MCP server for Qubic — balances, prices, transfers, wallets, and more.

  • AI Skill Store

    garasegae/aiskillstore/io.github.garasegae/aiskillstore MCP server

    3★ repo

    Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.

  • ACMS

    gattjoe/ACMS/io.github.gattjoe/ACMS MCP server

    3★ repo

    Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS

  • Ani MCP

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

    3★ repo

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

  • Windbg mcp

    glslang/windbg-mcp/io.github.glslang/windbg-mcp MCP server

    3★ repo

    WinDbg/DbgEng over MCP: crash dumps, live user & kernel, driver IOCTLs, and TTD.

  • Smart connections

    gogogadgetbytes/smart-connections-mcp/io.github.gogogadgetbytes/smart-connections MCP server

    3★ repo

    MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

  • Grist mcp server

    gwhthompson/grist-mcp-server/io.github.gwhthompson/grist-mcp-server MCP server

    no license3★ repo

    11 tools for managing Grist documents with AI

  • Codex mcp bridge

    hampsterx/codex-mcp-bridge/io.github.hampsterx/codex-mcp-bridge MCP server

    3★ repo

    Wraps Codex CLI as MCP tools: codex, review, query, search, structured, ping, listSessions.

  • Bde score

    hbhqq9/bde-score/io.github.hbhqq9/bde-score MCP server

    no license3★ repo

    7-factor stock scoring MCP server. US/HK/CN, 74 stocks. Free + Premium (USDC/Base). x402 ready.

  • n8n Pro MCP

    helbertparanhos/n8n-pro-mcp/io.github.helbertparanhos/n8n-pro-mcp MCP server

    3★ repo

    Manage self-hosted n8n (incl. queue mode): workflows, executions, users, audit — 51 tools.

  • Podium mcp

    hoainho/podium-mcp/io.github.hoainho/podium-mcp MCP server

    3★ repo

    Mobile E2E MCP (51 tools): iOS + Android, native UI + canvas/WebGL, no-vision, RN debug

  • grad-agent

    i-ninte/grad-agent/io.github.i-ninte/grad-agent MCP server

    no license3★ repo

    Autonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking.

  • Wso2 docs mcp server

    iamvirul/wso2-docs-mcp-server/io.github.iamvirul/wso2-docs-mcp-server MCP server

    3★ repo

    Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.

  • Bbox mcp server

    iamvibhorsingh/bbox-mcp-server/io.github.iamvibhorsingh/bbox-mcp-server MCP server

    3★ repo

    Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links

  • Vim mcp

    iggredible/vim-mcp/io.github.iggredible/vim-mcp MCP server

    no license3★ repo

    Connect Claude Code to Vim/Neovim - query state, execute commands, search help, record macros

  • RokuMCP

    jack1590/RokuMCP/io.github.jack1590/RokuMCP MCP server

    no license3★ repo

    MCP server for Roku device automation — deploy, ECP control, screenshots, and debug console

  • Fixgraph mcp

    jawdat6/fixgraph-mcp/io.github.jawdat6/fixgraph-mcp MCP server

    3★ repo

    Search 25K+ verified engineering fixes by error or technology. For developers and AI agents.

  • Mcp tesla

    MyTeslaMate/mcp-tesla/io.github.jlestel/mcp-tesla MCP server

    3★ repo

    MCP server wrapping the Tesla Fleet API and TeslaMate API

  • signet-eval

    jmcentire/signet-eval/io.github.jmcentire/signet-eval MCP server

    3★ repo

    Deterministic policy enforcement and MCP management for AI agent tool calls.

  • Ssh client mcp server

    jordanburke/ssh-client-mcp-server/io.github.jordanburke/ssh-client-mcp-server MCP server

    3★ repo

    MCP server for executing shell commands on remote hosts via SSH.

  • Whisper mcp

    jwulff/whisper-mcp/io.github.jwulff/whisper-mcp MCP server

    3★ repo

    Local audio transcription using whisper.cpp. Transcribe with OpenAI Whisper models.

  • Qt4 doc mcp server

    jztan/qt4-doc-mcp-server/io.github.jztan/qt4-doc-mcp-server MCP server

    3★ repo

    Offline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search.

  • Fonparam mcp

    kemalersin/fonparam-mcp/io.github.kemalersin/fonparam-mcp MCP server

    3★ repo

    MCP server for FonParam API - Turkish mutual funds data

  • Aiterm mcp

    kitepon-rgb/aiterm-mcp/io.github.kitepon-rgb/aiterm-mcp MCP server

    3★ repo

    Claude Code drives Codex CLI's interactive TUI and durable tmux terminals over MCP.

  • Porkbun MCP

    korobkov-v/porkbun-mcp/io.github.korobkov-v/porkbun-mcp MCP server

    3★ repo

    MCP server for Porkbun domains and DNS.

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