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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

  • MeteoSwiss MCP Server

    eins78/meteoswiss-llm-tools/io.github.eins78/meteoswiss-mcp MCP server

    2★ repo

    Swiss weather data for AI assistants — forecasts, measurements, stations, pollen.

  • Zread mcp

    ejfkdev/zread-mcp/io.github.ejfkdev/zread-mcp MCP server

    2★ repo

    Zread.ai MCP Server - 连接 zread.ai 文档平台的 MCP 服务器，让 AI 助手能够阅读 GitHub 仓库文档、搜索代码、与仓库 AI 对话。

  • Memory Fabric

    elViRafa/agentic-memory/io.github.elViRafa/memory-fabric MCP server

    2★ repo

    File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.

  • Kie mcp

    elibarnett/kie-mcp/io.github.elibarnett/kie-mcp MCP server

    2★ repo

    MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence

  • n8n Manager MCP

    ellmos-ai/n8n-manager-mcp/io.github.ellmos-ai/n8n-manager-mcp MCP server

    2★ repo

    MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.

  • Vision squeezer

    eralpozcan/vision-squeezer/io.github.eralpozcan/vision-squeezer MCP server

    no license2★ repo

    Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen

  • Arcgis mcp server

    esrisaudiarabia/esrisaudiarabia-mcp/io.github.esrisaudiarabia/arcgis-mcp-server MCP server

    no license2★ repo

    Intelligent ArcGIS content search. Works with Online/Enterprise. Requires user credentials.

  • Agent payment

    evidai/agent-payment-mcp/io.github.evidai/agent-payment MCP server

    2★ repo

    Stripe-style USDC billing for any API. 8 free demo services no signup. Non-custodial.

  • Rosetta mcp

    ewalid/rosetta/io.github.ewalid/rosetta-mcp MCP server

    2★ repo

    AI-powered Excel translation preserving formatting, formulas, and data integrity.

  • Nuzo Memory

    fabionfsc/nuzo-memory/io.github.fabionfsc/nuzo-memory MCP server

    2★ repo

    Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

  • ParaView MCP Server

    failed33/paraview-mcp/io.github.failed33/paraview-mcp-server MCP server

    2★ repo

    Control ParaView through arbitrary Python code

  • Figuard mcp

    figuard/figuard-core/io.github.figuard/figuard-mcp MCP server

    no license2★ repo

    Pre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision.

  • Blank Files MCP

    filearchitect/blankfiles-website/io.github.filearchitect/blankfiles-mcp MCP server

    no license2★ repo

    MCP server for listing and retrieving minimal valid blank files from blankfiles.com.

  • Stream estate

    StreamEstate/mcp-server/io.github.fullstck/stream-estate MCP server

    no license2★ repo

    MCP server for the Stream.estate French real estate API

  • Mcp server

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

    2★ repo

    Marketplace of paid HTTP APIs. USDC micropayments via x402 on Base. Non-custodial.

  • Seline

    getseline/seline-mcp/io.github.getseline/seline-mcp MCP server

    2★ repo

    Local MCP server for Seline Analytics API

  • Lorcana oracle

    gregario/lorcana-oracle/io.github.gregario/lorcana-oracle MCP server

    2★ repo

    Disney Lorcana TCG MCP server with card search, deck analysis, ink curves, and set browsing

  • Lego oracle

    gregario/lego-oracle/io.github.gregario/lego-oracle MCP server

    2★ repo

    LEGO sets, parts, minifigs, and inventories as an MCP server

  • Onepiece oracle

    gregario/onepiece-oracle/io.github.gregario/onepiece-oracle MCP server

    2★ repo

    One Piece TCG MCP server with card search, deck analysis, and set browsing

  • Gud api mcp

    gudlab/gud-api/io.github.gudlab/gud-api-mcp MCP server

    no license2★ repo

    AI agents create, run, and save API requests as Gud API collections in your project.

  • Hackle

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

    2★ repo

    Remote MCP server for the Hackle Admin API: experiments, feature flags, remote config, messaging.

  • Data profiler mcp

    haiiibin/data-profiler-mcp/io.github.haiiibin/data-profiler-mcp MCP server

    2★ repo

    Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

  • Cloudflare MCP Pro

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

    2★ repo

    Cloudflare MCP: DNS, Zones, Workers, KV, R2, D1, Pages, WAF, SSL, Email, AI via REST API v4

  • Apple stocks mcp

    helderpgoncalves/apple-stocks-mcp/io.github.helderpgoncalves/apple-stocks-mcp MCP server

    2★ repo

    Reads your macOS Apple Stocks watchlist, quotes and fundamentals locally. Read-only, no network.

  • Eve mentor mcp

    henryjrobinson/eve-mentor-mcp/io.github.henryjrobinson/eve-mentor-mcp MCP server

    2★ repo

    AI mentor for new & returning EVE Online players: losses, skills, fits, ISK, routes, and more.

  • Events mcp

    himanshusaleria/events-mcp/io.github.himanshusaleria/events-mcp MCP server

    no license2★ repo

    Discover tech events, startup meetups, AI events across 8 cities — including hidden ones.

  • Computer Use

    hightemp/go_computer_use_mcp_server/io.github.hightemp/go-computer-use-mcp-server MCP server

    no license2★ repo

    Local MCP server for desktop automation: mouse, keyboard, screen, windows, and processes.

  • Horus flow mcp

    horustechltd/horus-flow-mcp/io.github.horustechltd/horus-flow-mcp MCP server

    2★ repo

    Institutional crypto & equity orderflow intelligence for AI trading agents.

  • Agentic MCP

    hugolsramos01-bit/mcp-agentic-server/io.github.hugolsramos01-bit/mcp-agentic-server MCP server

    2★ repo

    Local coding tools for ChatGPT Developer Mode and MCP clients with safe editing and shell execution.

  • Klaket mcp

    huseyinstif/klaket/io.github.huseyinstif/klaket-mcp MCP server

    2★ repo

    Let AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search

  • MCPBridge

    iamjrmh/MCPBridge/io.github.iamjrmh/mcpbridge MCP server

    2★ repo

    Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.

  • Wisepanel

    ikoskela/wisepanel-mcp/io.github.ikoskela/wisepanel-mcp MCP server

    2★ repo

    Multi-agent deliberation across Claude, Gemini, and Perplexity. Stream and publish.

  • ComparEdge LLM Cost

    comparedge/llm-cost-mcp/io.github.imkemit-ops/comparedge-llm-cost MCP server

    2★ repo

    Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

  • OPNsense MCP Server

    itunified-io/mcp-opnsense/io.github.itunified-io/opnsense MCP server

    2★ repo

    OPNsense MCP Server — 72 tools for DNS, Firewall, DHCP, ACME, Routing, VLANs & more

  • iz-tolk-mcp — Tolk Compiler for TON

    izzzzzi/izTolkMcp/io.github.izzzzzi/iz-tolk-mcp MCP server

    2★ repo

    Tolk smart contract compiler for TON — compile, check, and deploy from AI assistants

  • Aruba Email & Calendar

    jackfioru92/mcp-aruba-email/io.github.jackfioru92/aruba-email MCP server

    2★ repo

    MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV

  • Skillmatch mcp

    jarmstrong158/skillmatch-mcp/io.github.jarmstrong158/skillmatch-mcp MCP server

    2★ repo

    Job search and ranking pipeline via MCP for Claude Desktop.

  • Jitbit Helpdesk

    jitbit/jitbit-helpdesk-mcp/io.github.jitbit/jitbit-helpdesk MCP server

    2★ repo

    MCP server for Jitbit Helpdesk: search, list, read, and reply to support tickets from AI assistants.

  • Google events

    johnisanerd/Apify-Google-Events-API/io.github.johnisanerd/google-events MCP server

    no license2★ repo

    Google Events listings with dates, venues, and ticket links via a hosted MCP server.

  • Fcop

    joinwell52-AI/FCoP/io.github.joinwell52-AI/fcop MCP server

    2★ repo

    FCoP 3.2.5 MCP server: 45 tools (tier:L1/L2/L3) for file-based multi-agent coordination.

  • Dokploy mcp server

    sapientsai/dokploy-mcp-server/io.github.jordanburke/dokploy-mcp-server MCP server

    2★ repo

    Dokploy MCP server: manage apps, Docker Compose, databases, domains, backups, and servers.

  • Hex.pm MCP

    joshrotenberg/hexpm-mcp/io.github.joshrotenberg/hexpm-mcp MCP server

    2★ repo

    MCP server for hex.pm and hexdocs.pm: search, inspect, compare, and audit Elixir packages

  • Obsidian Everywhere

    junnnnnw00/obsidian-everywhere/io.github.junnnnnw00/obsidian-everywhere MCP server

    2★ repo

    Graph-native MCP server for reading, navigating, and safely editing Obsidian vaults.

  • Agent wallet mcp

    kaditang/agent-wallet-mcp/io.github.kaditang/agent-wallet-mcp MCP server

    2★ repo

    Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & Ondo USDY. You sign.

  • K8s MCP Server (Go)

    kaneg/k8s-mcp-go/io.github.kaneg/k8s-mcp-go MCP server

    2★ repo

    Safe Kubernetes access for AI agents via MCP. Read-only by default, with explicit permission modes.

  • Meta prompt mcp

    kapillamba4/meta-prompt-mcp/io.github.kapillamba4/meta-prompt-mcp MCP server

    2★ repo

    MCP server providing official Google and Anthropic prompting guides for meta-prompt generation.

  • Spotify bulk actions mcp

    khglynn/spotify-bulk-actions-mcp/io.github.khglynn/spotify-bulk-actions-mcp MCP server

    2★ repo

    MCP server for bulk Spotify operations - batch playlist creation, exports, management

  • Drain mcp

    kimbo128/DRAIN/io.github.kimbo128/drain-mcp MCP server

    2★ repo

    Pay for AI inference with USDC micropayments on Polygon. No API keys needed.

  • Handoff

    kirill-sviridov/handoff-mcp/io.github.kirill-sviridov/handoff-mcp MCP server

    2★ repo

    Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.

  • HOI4 Agent Tools

    klimPaskov/hoi4-agent-tools/io.github.klimPaskov/hoi4-agent-tools MCP server

    2★ repo

    Analyze HOI4 events, tech trees, AI weights, and MTTH; build focus trees, GUIs, and maps.

  • Esa mcp server

    koki-develop/esa-mcp-server/io.github.koki-develop/esa-mcp-server MCP server

    2★ repo

    A Model Context Protocol (MCP) server for esa.io

  • BrewPage MCP

    kochetkov-ma/brewpage-openapi/io.github.kochetkov-ma/brewpage-mcp MCP server

    2★ repo

    Publish HTML, Markdown, KV, JSON, and files to brewpage.app from AI assistants. No signup.

  • Datamuse MCP

    lacausecrypto/datamuse-mcp/io.github.lacausecrypto/datamuse-mcp MCP server

    2★ repo

    MCP server for Datamuse word-finding API

  • PoetryDB MCP Server

    lacausecrypto/mcp-poetrydb/io.github.lacausecrypto/poetrydb MCP server

    2★ repo

    Classic poetry search and discovery via PoetryDB.

  • Mcp new caledonia

    lacausecrypto/mcp-new-caledonia/io.github.lacausecrypto/mcp-new-caledonia MCP server

    2★ repo

    MCP server for New Caledonia open data (data.gouv.nc)

  • Share HTML

    lifeodyssey/share-html/io.github.lifeodyssey/share-html MCP server

    no license2★ repo

    Create sandboxed public-unlisted or access-key-protected HTML previews through a remote MCP server.

  • Base gasless deploy mcp

    lordbasilaiassistant-sudo/base-gasless-deploy-mcp/io.github.lordbasilaiassistant-sudo/base-gasless-deploy-mcp MCP server

    no license2★ repo

    MCP server for AI agents to deploy ERC-20 tokens on Base with zero gas fees via CDP Paymaster. Gasle

  • ThryxProtocol MCP Server

    lordbasilaiassistant-sudo/thryx-mcp-server/io.github.lordbasilaiassistant-sudo/thryx-mcp-server MCP server

    2★ repo

    ThryxProtocol v3.1 — gasless AI agent launchpad on Base. 21 tools wrap thryx.fun HTTP API.

  • n8n Manager MCP

    lukisch/n8n-manager-mcp/io.github.lukisch/n8n-manager-mcp MCP server

    2★ repo

    MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.

  • Mcp christensen

    m2ai-mcp-servers/mcp-christensen/io.github.m2ai-mcp-servers/mcp-christensen MCP server

    2★ repo

    Clayton Christensen persona agent for strategic advisory using disruption theory

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