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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

  • Crypto Market Intelligence MCP

    FoundryNet/crypto-intel-mcp/io.github.FoundryNet/crypto-intel-mcp MCP server

    0★ repo

    Crypto prices, market overview, DeFi TVL, whale flows & anomaly scans for trading agents.

  • Stock Market Data MCP

    FoundryNet/market-data-mcp/io.github.FoundryNet/market-data-mcp MCP server

    0★ repo

    Real-time stock quotes, history, options chains, sector performance & screening for agents.

  • Social Trends Intelligence MCP

    FoundryNet/social-intel-mcp/io.github.FoundryNet/social-intel-mcp MCP server

    0★ repo

    Trending topics, cross-platform sentiment, viral content, community pulse & brand mentions.

  • Open Source Intelligence MCP

    FoundryNet/oss-intel-mcp/io.github.FoundryNet/oss-intel-mcp MCP server

    0★ repo

    GitHub project health, package dependency risk, trending repos, license & package comparison.

  • Government Contracts MCP

    FoundryNet/gov-contracts-mcp/io.github.FoundryNet/gov-contracts-mcp MCP server

    0★ repo

    Government contract search and federal procurement data: SAM.gov opportunities + USASpending awards.

  • Midnight + Next.js MCP

    FractionEstate/midnight-nextjs-mcp/io.github.FractionEstate/midnight-nextjs-mcp MCP server

    no license0★ repo

    Unified MCP server for Midnight blockchain development and Next.js dApps.

  • Patent Intelligence MCP

    FoundryNet/patent-intel-mcp/io.github.FoundryNet/patent-intel-mcp MCP server

    0★ repo

    Patent search, USPTO data, patent landscape & pgvector prior-art search for agents.

  • Weather & Climate Intelligence MCP

    FoundryNet/weather-intel-mcp/io.github.FoundryNet/weather-intel-mcp MCP server

    0★ repo

    Weather data, forecast API, climate data, historical weather, alerts, agricultural & travel weather.

  • LayerOne (DocX + Sign)

    GOLayerone/layerone-mcp/io.github.GOLayerone/layerone MCP server

    no license0★ repo

    MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.

  • MySQL Ops MCP

    GT-dinuo/mysql-ops-mcp/io.github.GT-dinuo/mysql-ops-mcp MCP server

    0★ repo

    MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.

  • Server Ops MCP

    GT-dinuo/server-ops-mcp/io.github.GT-dinuo/server-ops-mcp MCP server

    0★ repo

    Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.

  • Nyambot mcp

    GabMJ23/nyambot-mcp/io.github.GabMJ23/nyambot-mcp MCP server

    0★ repo

    L'administration française pour vos agents IA : communes, géocodage, risques, DPE.

  • Agent services mcp

    Gareth1953/agent-services-mcp/io.github.Gareth1953/agent-services-mcp MCP server

    0★ repo

    MCP server: x402-paid & free tools for AI agents — provenance, quality scoring, action audit.

  • Zenn mcp server

    GitHub30/zenn-mcp-server/io.github.GitHub30/zenn-mcp-server MCP server

    0★ repo

    MCP server that posts to Zenn.

  • Defillama mcp

    Glebenjoy/defillama-mcp/io.github.Glebenjoy/defillama-mcp MCP server

    0★ repo

    DefiLlama DeFi data: chain/protocol TVL, yields, stablecoins, token prices. No API key.

  • Dexscreener mcp

    Glebenjoy/dexscreener-mcp/io.github.Glebenjoy/dexscreener-mcp MCP server

    0★ repo

    DexScreener on-chain market data: search pairs, tokens, pools, trending tokens. No API key.

  • Hyperliquid info mcp

    Glebenjoy/hyperliquid-info-mcp/io.github.Glebenjoy/hyperliquid-info-mcp MCP server

    0★ repo

    Hyperliquid perp & spot data: prices, funding, open interest, order book, positions. No API key.

  • GlobKurier Shipping MCP

    GlobKurier-pl/mcp-server/io.github.GlobKurier-pl/mcp-server MCP server

    no license0★ repo

    Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS) via GlobKurier API.

  • Painprep mcp server

    Goingparabolic/painprep-mcp-server/io.github.Goingparabolic/painprep-mcp-server MCP server

    0★ repo

    Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-auth & appeals

  • Gorgon scout

    Gorgon-Cyber/gorgon-scout-mcp/io.github.Gorgon-Cyber/gorgon-scout MCP server

    no license0★ repo

    Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agent. Windows.

  • Mcp server

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

    no license0★ repo

    Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX generation.

  • Oak longevity mcp server

    Goingparabolic/oak-longevity-mcp-server/io.github.Goingparabolic/oak-longevity-mcp-server MCP server

    no license0★ repo

    Longevity medicine MCP: medication dosing, labs, monitoring, drug interactions & intake screening

  • Checkmcp

    H129hj/checkmcp/io.github.H129hj/checkmcp MCP server

    0★ repo

    Audit any MCP server's security & quality — OWASP MCP Top 10 + explainable 0-100 MCP Score

  • Mcp growi

    Growi-DeFi/mcp-growi/io.github.Growi-DeFi/mcp-growi MCP server

    0★ repo

    MCP server for Growi Finance — programmatic interaction with the GrowiHFVault on Arbitrum

  • Woody mcp

    Gunsmith-Academy/woody-mcp/io.github.Gunsmith-Academy/woody-mcp MCP server

    0★ repo

    Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base.

  • Get joke

    Hamzaaamin/Get-Joke/io.github.Hamzaaamin/get-joke MCP server

    0★ repo

    Minimal MCP server that returns a random programming joke.

  • Hacesfalta mcp

    HazloPosible/hacesfalta-mcp/io.github.HazloPosible/hacesfalta-mcp MCP server

    no license0★ repo

    Search volunteer opportunities across Spain via hacesfalta.org

  • Crystallize MCP

    HayoDev/crystallize-mcp/io.github.HayoDev/crystallize-mcp MCP server

    0★ repo

    Crystallize headless commerce tools for AI agents via Model Context Protocol

  • KatanA Markdown Linter

    HiroyukiFuruno/katana-markdown-linter/io.github.HiroyukiFuruno/kml MCP server

    0★ repo

    Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only remote MCP server.

  • Nctr mcp server

    Hoya25/mcp-server/io.github.Hoya25/nctr-mcp-server MCP server

    0★ repo

    NCTR Alliance rewards — search bounties, check earning rates, and discover communities.

  • Voting mcp

    HrishiKabra/voting-mcp/io.github.HrishiKabra/voting-mcp MCP server

    no license0★ repo

    Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as MCP tools.

  • Pops4 mcp catalog

    HuangGoodmanAgency/pops4-mcp-catalog/io.github.HuangGoodmanAgency/pops4-mcp-catalog MCP server

    0★ repo

    AI-native corporate gifting & event infrastructure for Fortune 500. 70K products, 200+ brands.

  • Collective memory

    Hustada/collective-memory/io.github.Hustada/collective-memory MCP server

    0★ repo

    MCP server for persistent, semantic memory across AI sessions

  • Agentchurch mcp

    HypnoLabs-io/agentchurch-mcp/io.github.HypnoLabs-io/agentchurch-mcp MCP server

    0★ repo

    Spiritual services for AI agents — confessions, salvation, identity. x402 payments.

  • Motley MCP Server

    HypnoLabs-io/motley-mcp/io.github.HypnoLabs-io/motley-mcp MCP server

    no license0★ repo

    Live NYC family data: neighborhoods, schools, admissions, safety, health, and resources.

  • Tenderapi mcp

    IDNSIDNS/tenderapi-mcp/io.github.IDNSIDNS/tenderapi-mcp MCP server

    0★ repo

    MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.

  • Powershell mcp

    IMRRD/powershell-mcp/io.github.IMRRD/powershell-mcp MCP server

    0★ repo

    Headless Windows ops over MCP: hidden PowerShell + in-process SSH, WinRM & SFTP.

  • Ionis mcp

    IONIS-AI/ionis-mcp/io.github.IONIS-AI/ionis-mcp MCP server

    no license0★ repo

    HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.

  • Atlas pipeline

    IamNishant51/atlas-mcp-server/io.github.IamNishant51/atlas-pipeline MCP server

    0★ repo

    7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

  • dr-mcp

    Inferensys/dr-mcp/io.github.Inferensys/dr-mcp MCP server

    0★ repo

    Audits MCP configs, scores risk, and creates reversible repair plans.

  • Infinihash kyt mcp

    Infinihash/infinihash-kyt-mcp/io.github.Infinihash/infinihash-kyt-mcp MCP server

    no license0★ repo

    Blockchain compliance: screen wallets vs OFAC SDN + threat intel, open cases, generate SAR drafts

  • Mcp server spira

    Inflectra/mcp-server-spira/io.github.Inflectra/mcp-server-spira MCP server

    0★ repo

    A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.

  • Sfmc mcp server

    Inefavel/sfmc-mcp-server/io.github.Inefavel/sfmc-mcp-server MCP server

    0★ repo

    MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio antes de rodar.

  • WhatsApp MCP by TimelinesAI

    InitechSoftware/whatsapp-mcp-by-timelinesai/io.github.InitechSoftware/whatsapp-mcp-by-timelinesai MCP server

    0★ repo

    Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and triage via TimelinesAI.

  • Intelcue mcp

    intelcue/intelcue-mcp/io.github.IntelCue/intelcue-mcp MCP server

    0★ repo

    Market & competitive intelligence for Claude & AI assistants: trends, alerts, keywords & more.

  • Mcp

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

    0★ repo

    Provision Postgres databases + webhooks from AI coding agents in one HTTP call.

  • Mcp file processor

    IntelagentStudios/Intelagent-MCPs/io.github.IntelagentStudios/mcp-file-processor MCP server

    0★ repo

    Text extraction, keyword extraction, language detection, and chunking for RAG

  • User prompt

    Jacob-J-Thomas/user-context-retrieval-mcp-server/io.github.Jacob-J-Thomas/user-prompt MCP server

    no license0★ repo

    An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.

  • Talktoplanb mcp

    JMLEE850623/talktoplanb-mcp/io.github.JMLEE850623/talktoplanb-mcp MCP server

    0★ repo

    MCP server for TalkToPlanB: list rooms, read & send messages (WhatsApp alternative).

  • Shotflow mcp

    JOHNZhang-ui/shotflow-mcp/io.github.JOHNZhang-ui/shotflow-mcp MCP server

    0★ repo

    ShotFlow MCP Server — AI分镜脚本与视频生成智能体，支持生成专业分镜、视频、镜头重生成、配额查询等能力。

  • Agent Guardrail MCP Server

    eren-solutions/agent-guardrail/io.github.JarvisOnM4/agent-guardrail MCP server

    0★ repo

    Action-level governance for AI agents -- control what they DO, not what they SAY

  • Report Needs MCP Server

    JarvisOnM4/report-needs/io.github.JarvisOnM4/report-needs MCP server

    0★ repo

    MCP server for AI agents to report infrastructure needs they encounter during task execution

  • PlainQuery | MCP DB Agent

    Jarvis-27/mcp-db-agent/io.github.Jarvis-27/mcp-db-agent MCP server

    0★ repo

    Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL.

  • ZenLink MCP

    JayQuan-McCleary/ZenLink-MCP/io.github.JayQuan-McCleary/zenlink-mcp MCP server

    0★ repo

    Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content extraction.

  • Maasy — AI Marketing Copilot

    Jbelieve/mcp-server/io.github.Jbelieve/maasy MCP server

    no license0★ repo

    AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and skills for Claude.

  • MCP Test Utils

    JeenyJAI/mcp-test-utils/io.github.JeenyJAI/mcp-test-utils MCP server

    no license0★ repo

    Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI Automation, OCR

  • Market data toolkit mcp

    JdPG23/market-data-toolkit-mcp/io.github.JdPG23/market-data-toolkit-mcp MCP server

    0★ repo

    17 market-data tools for AI agents: eBay sold prices, company KYC, SEC filings, patents, auctions

  • Codebase context mcp

    Jhackman2019/codebase-context-mcp/io.github.Jhackman2019/codebase-context-mcp MCP server

    0★ repo

    Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.

  • Jmpy mcp server

    jmpy-me/jmpy-mcp-server/io.github.Jmpy-me/jmpy-mcp-server MCP server

    no license0★ repo

    Official JMPY.me MCP Server: URL shortener, QR codes, and 70+ marketing analytics tools.

  • Fusion mcp

    Jolymmiles/fusion-mcp/io.github.Jolymmiles/fusion-mcp MCP server

    no license0★ repo

    Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no OpenRouter.

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