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Context & AI engineering

26,411 rows, by stacks then stars

2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

  • 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.

  • 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.

  • 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.

  • AccuWeather MCP

    JonJam/accuweather-mcp/io.github.JonJam/accuweather-mcp MCP server

    0★ repo

    MCP server providing weather tools with data sourced from AccuWeather.

  • Archangel Agency MCP

    Jthora/archangel-agency-mcp/io.github.Jthora/archangel-agency-mcp MCP server

    0★ repo

    Universal Language briefings, FusionGirl context JSONs, service catalog, agent info. x402-enabled.

  • X402 trust mcp

    JonasFuchss/x402-trust-mcp/io.github.JonasFuchss/x402-trust-mcp MCP server

    0★ repo

    Trust & reliability data for x402 endpoints before your agent pays them.

  • Taskwarrior MCP

    KaiErikNiermann/taskwarrior-mcp/io.github.KaiErikNiermann/task-warrior-mcp MCP server

    no license0★ repo

    MCP server wrapping the Taskwarrior CLI for structured, project-scoped task management.

  • Mcp google forms

    KamaruSama/mcp-google-forms/io.github.KamaruSama/mcp-google-forms MCP server

    no license0★ repo

    19 tools for Google Forms: create quizzes, add questions, set answer keys, read responses.

  • Mcp screenshot

    KamaruSama/mcp-screenshot/io.github.KamaruSama/mcp-screenshot MCP server

    no license0★ repo

    Take Wayland screenshots via grim/slurp. Full screen, region, or interactive crop.

  • Mcp sudo

    KamaruSama/mcp-sudo/io.github.KamaruSama/mcp-sudo MCP server

    no license0★ repo

    Run sudo commands with a Fernet-encrypted password bound to machine-id + user.

  • Nexus memory mcp

    KairosMobius/nexus-memory-mcp/io.github.KairosMobius/nexus-memory-mcp MCP server

    0★ repo

    Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

  • Time mcp

    KatoMato65/time-mcp/io.github.KatoMato65/time-mcp MCP server

    0★ repo

    Simple MCP server that tells the time

  • Memory nexus mcp

    KairosMobius/memory-nexus-mcp/io.github.KairosMobius/memory-nexus-mcp MCP server

    0★ repo

    Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

  • Agent guard mcp

    Kavachh/agent-guard-mcp/io.github.Kavachh/agent-guard-mcp MCP server

    18 days old0★ repo

    Git-aware safe file ops for AI agents: delete anything except git-tracked source code.

  • Raw SQL MCP

    KifoPL/RawSqlMcp/io.github.KifoPL/RawSqlMcp MCP server

    0★ repo

    Execute raw SQL queries against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB.

  • Twig

    Kind-ling/twig/io.github.Kind-ling/twig MCP server

    no license0★ repo

    MCP server quality scoring and optimization for the agent economy.

  • A2me mcp server

    Kinnectd/a2me-mcp-server/io.github.Kinnectd/a2me-mcp-server MCP server

    0★ repo

    Read-only A2Me family context tools for AI assistants (members, dates, activity, relationships)

  • Video vision mcp

    KitDevUA/video-vision-mcp/io.github.KitDevUA/video-vision-mcp MCP server

    0★ repo

    Analyze any video (local file or URL) into frames + transcript for Claude Code

  • Rqwstr

    Kjopstad-IT/rqwstr-mcp/io.github.Kjopstad-IT/rqwstr MCP server

    no license0★ repo

    AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/2 control

  • Verifactu mcp

    KmOnBeIbI31/verifactu-mcp/io.github.KmOnBeIbI31/verifactu-mcp MCP server

    0★ repo

    MCP server para VeriFactu (AEAT). Facturación electrónica española desde Claude Code.

  • HomeAssistant Light MCP

    Koneisto/HomeAssistant-Light-MCP/io.github.Koneisto/HomeAssistant-Light-MCP MCP server

    0★ repo

    Control Home Assistant lights and scenes. Lights only by design for safety.

  • Helm MCP

    Kubedoll-Heavy-Industries/helm-mcp/io.github.Kubedoll-Heavy-Industries/helm-mcp MCP server

    0★ repo

    Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.

  • MySQL (security-first)

    Kurok1/mcp-server-mysql/io.github.Kurok1/mcp-server-mysql MCP server

    0★ repo

    Security-first MySQL MCP server: AST-validated SQL (fail-closed), default-deny whitelist, audit.

  • Acta — Verifiable Agent Memory

    Kylewilson04/acta-mcp/io.github.Kylewilson04/acta-mcp MCP server

    27 days old0★ repo

    Verifiable agent memory with signed ledger receipts — verify every write offline.

  • LLM Pulse

    LLM-Pulse/llmpulse-mcp/io.github.LLM-Pulse/llmpulse-mcp MCP server

    0★ repo

    AI visibility analytics for brand mentions, citations, sentiment, and GEO reports

  • Refinery MCP

    LareLabs/refinery-mcp/io.github.LareLabs/refinery-mcp MCP server

    0★ repo

    Clean raw HTML into LLM-ready text before agents spend tokens.

  • Mcp

    LanceRoylo/neverranked/io.github.LanceRoylo/mcp MCP server

    no license0★ repo

    AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.

  • LeadDelta MCP Server

    LeadDelta/ld-mcp-server/io.github.LeadDelta/mcp-server MCP server

    no license0★ repo

    MCP server for LeadDelta — manage LinkedIn connections and CRM data via AI assistants.

  • LeadFoxConnect

    LeadFox-Shay/leadfoxconnect/io.github.LeadFox-Shay/leadfoxconnect MCP server

    0★ repo

    Marketo MCP server for AI. 130 tools to operate Marketo from Claude, Cursor, or ChatGPT.

  • Headless oracle mcp

    LembaGang/headless-oracle-v5/io.github.LembaGang/headless-oracle-mcp MCP server

    0★ repo

    Ed25519-signed market-state receipts for 28 exchanges. Fail-closed pre-trade gate.

  • Github webhook mcp

    Liplus-Project/github-webhook-mcp/io.github.Liplus-Project/github-webhook-mcp MCP server

    0★ repo

    MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event streaming

  • Lockspec

    LockSpec/lockspec/io.github.LockSpec/lockspec MCP server

    0★ repo

    MCP server giving AI coding agents version-pinned API context from your OpenAPI specs.

  • MCP AST Explorer

    LovRanRan/mcp-ast-explorer/io.github.LovRanRan/mcp-ast-explorer MCP server

    0★ repo

    Python symbol exploration for codebase onboarding agents.

  • MCP Repo Mapper

    LovRanRan/mcp-repo-mapper/io.github.LovRanRan/mcp-repo-mapper MCP server

    0★ repo

    Deterministic repository structure mapping for onboarding agents.

  • MCP Test Runner

    LovRanRan/mcp-test-runner/io.github.LovRanRan/mcp-test-runner MCP server

    0★ repo

    Local test execution and coverage summaries for onboarding agents.

  • Traecnclaw

    Luckycat133/traecnclaw-mcp-skill/io.github.Luckycat133/traecnclaw MCP server

    0★ repo

    MCP server for TraeCN desktop automation: task delegation, model control, dialogs, code review.

  • Buddy mcp

    Lyellr88/buddy-mcp/io.github.Lyellr88/buddy-mcp MCP server

    0★ repo

    Claude Code creature collection game. Hatch buddies, pet to boost roll luck, complete the BuddyDex.

  • Mcp hive proxy

    MCP-Hive/mcp-hive-proxy/io.github.MCP-Hive/mcp-hive-proxy MCP server

    0★ repo

    MCP Hive is a gateway to paid commercial-grade MCP servers. Learn more at https://mcp-hive.com

  • Paper mcp

    MCPServings/paper-mcp/io.github.MCPServings/paper-mcp MCP server

    0★ repo

    Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) + LaTeX/PDF tools.

  • Mdmagic mcp server

    MDMagic-MCP/mdmagic-mcp-server/io.github.MDMagic-MCP/mdmagic-mcp-server MCP server

    0★ repo

    Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-compatible AI.

  • Flickr mcp

    MK3Core/flickr-mcp/io.github.MK3Core/flickr-mcp MCP server

    0★ repo

    Flickr MCP server — tag photos, write descriptions, set titles, and add photos to groups using AI.

  • Quelllm mcp

    MGM-FALCON/quelllm-mcp/io.github.MGM-FALCON/quelllm-mcp MCP server

    0★ repo

    MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM and cost estimates

  • Karbon mcp server

    Mad-Man-Dan/karbon-mcp-server/io.github.Mad-Man-Dan/karbon-mcp-server MCP server

    25 days old0★ repo

    Unofficial MCP server for Karbon practice management: contacts, work, time, invoices, payments.

  • Stride20k x402 Data Gateway

    Marysbrain/x402-gateway-mcp/io.github.Marysbrain/x402-gateway-mcp MCP server

    no license0★ repo

    x402 analytics feed + 20+ pay-per-call agent tools over x402 (data, LLM, risk), no accounts.

  • Mcp

    Massed-Compute/massed-compute-mcp/io.github.Massed-Compute/mcp MCP server

    0★ repo

    Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.

  • cxg-census-mcp

    MaxMLang/cxg-census-mcp/io.github.MaxMLang/cxg-census-mcp MCP server

    no license0★ repo

    MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.

  • Carbon Footprint Calculator

    MayankTalwar0/carbon-footprint-mcp/io.github.MayankTalwar0/carbon-footprint-mcp MCP server

    0★ repo

    An MCP server for calculating carbon footprints from bank statements using EPA GHG emission factors.

  • Mcp server

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

    0★ repo

    AI meal planning: generate weekly plans, manage recipes, and send groceries to Kroger.

  • Startup finance metrics

    MayankTalwar0/startup-finance-metrics/io.github.MayankTalwar0/startup-finance-metrics MCP server

    0★ repo

    An MCP server for analyzing startup financial health and generating metrics reports locally.