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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

  • Mcp trino

    txn2/mcp-trino/io.github.txn2/mcp-trino MCP server

    2★ repo

    MCP server for Trino data warehouses. Query, analyze plans, and explore schemas.

  • TypesenseKit

    typesensekit/typesensekit/io.github.typesensekit/typesensekit MCP server

    2★ repo

    95 typed Typesense operations for AI agents through an MCP server that is read-only by default.

  • Agent Abilities for MCP

    unaibamir/agent-abilities-for-mcp/io.github.unaibamir/agent-abilities-for-mcp MCP server

    2★ repo

    Governed, self-hosted MCP server for WordPress: least-privilege, audited, off-by-default access.

  • Address

    vdappdev2/verusidx-mcp/io.github.vdappdev2/address MCP server

    2★ repo

    MCP server for Verus addresses — generate, validate, list transparent and shielded addresses

  • PDF Card MCP

    velyan/pdf-card-mcp/io.github.velyan/pdf-card-mcp MCP server

    2★ repo

    Local-first MCP server + CLI that turns PDFs into source-linked, card-based HTML readers.

  • Openroute mcp

    vemonet/openroute-mcp/io.github.vemonet/openroute-mcp MCP server

    2★ repo

    Plan routes using the OpenRouteService API, such as for hiking, mountain biking, or driving.

  • Veriswarm mcp

    veriswarm/veriswarm-sdk/io.github.veriswarm/veriswarm-mcp MCP server

    2★ repo

    VeriSwarm MCP Server — Trust infrastructure for AI agents via Model Context Protocol

  • Rulemorph MCP Server

    vinhphatfsg/rulemorph/io.github.vinhphatfsg/rulemorph-mcp MCP server

    2★ repo

    MCP server for CSV/JSON data transformation using YAML rules

  • Transform Rules MCP Server

    vinhphatfsg/transform-rules-rs/io.github.vinhphatfsg/transform-rules-mcp MCP server

    2★ repo

    MCP server for CSV/JSON data transformation using YAML rules

  • Mcp coda

    vish288/mcp-coda/io.github.vish288/mcp-coda MCP server

    2★ repo

    MCP server for Coda API — docs, pages, tables, rows, formulas, permissions, and automation.

  • Media context mcp

    vishalguptax/media-context-mcp/io.github.vishalguptax/media-context-mcp MCP server

    2★ repo

    Local MCP server to analyze video, audio & images: frames, transcripts, on-screen text.

  • React render profile mcp

    vola-trebla/react-render-profile-mcp/io.github.vola-trebla/react-render-profile-mcp MCP server

    2★ repo

    Decodes React DevTools Profiler exports into render summaries and memoization advice for AI agents.

  • Mcp server

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

    2★ repo

    244 WhatsApp Business AI tools for messaging, automation, marketing, CRM and Shopify

  • Mcp registry mcp server

    wei/mcp-registry-mcp-server/io.github.wei/mcp-registry-mcp-server MCP server

    2★ repo

    MCP server for querying the official MCP registry.

  • Mcp server 3daistudio

    whale-professor/3daistudio_skill/io.github.whale-professor/mcp-server-3daistudio MCP server

    2★ repo

    MCP server for 3D AI Studio — generate 3D models from text or images using Hunyuan and TRELLIS

  • MCP Gateway Scan

    willianpinho/mcp-gateway-scan/io.github.willianpinho/mcp-gateway-scan MCP server

    2★ repo

    Read-only MCP/agent-gateway readiness scanner — scores a repo across 7 security dimensions.

  • Suprawall mcp

    wiserautomation/suprawall-plugins-/io.github.wiserautomation/suprawall-mcp MCP server

    2★ repo

    SupraWall security gateway for AI agents. Provides deterministic guardrails for MCP agents.

  • Fast News MCP

    wllrdev/Fast-News-MCP/io.github.wllrdev/fast-news MCP server

    2★ repo

    Free search, trending, topics & local news via the Fast News with Previews API on RapidAPI.

  • Chestnyi Znak MCP Server

    woyaxnini/mcp-chestnyi-znak/io.github.woyaxnini/chestnyi-znak MCP server

    no license2★ repo

    MCP server for Chestnyi Znak — Russian product marking system. 10 tools: codes, documents, stocks.

  • Woocommerce mcp

    wppoland/woocommerce-mcp/io.github.wppoland/woocommerce-mcp MCP server

    2★ repo

    Read-only MCP server for WordPress + WooCommerce products, orders, sales, and posts.

  • Wundervault mcp

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

    2★ repo

    Zero-knowledge MCP secrets vault for AI agents: secrets injected at runtime, never seen by the model

  • Action1

    wyre-technology/action1-mcp/io.github.wyre-technology/action1-mcp MCP server

    2★ repo

    Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API.

  • QuickBooks Online

    wyre-technology/qbo-mcp/io.github.wyre-technology/qbo-mcp MCP server

    2★ repo

    MCP server for QuickBooks Online — accounts, customers, invoices, bills, and reports.

  • SuperOps

    wyre-technology/superops-mcp/io.github.wyre-technology/superops-mcp MCP server

    2★ repo

    MCP server for SuperOps unified PSA+RMM — clients, tickets, assets, and more.

  • X402search mcp

    x402-index/x402search-mcp/io.github.x402-index/x402search-mcp MCP server

    no license2★ repo

    Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz

  • Helldivers2 mcp

    xerno42/helldivers2-mcp/io.github.xerno42/helldivers2-mcp MCP server

    2★ repo

    MCP server exposing live Helldivers 2 galactic war data.

  • NoteStore Lab MCP

    xiaojiou176-open/apple-notes-forensics/io.github.xiaojiou176-open/notestorelab-mcp MCP server

    2★ repo

    Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab case roots.

  • SourceHarbor MCP

    xiaojiou176-open/sourceharbor/io.github.xiaojiou176-open/sourceharbor-mcp MCP server

    2★ repo

    Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHub, and RSS.

  • Prompt Switchboard MCP Sidecar

    xiaojiou176-open/multi-ai-sidepanel/io.github.xiaojiou176-open/prompt-switchboard-mcp MCP server

    2★ repo

    Compare-first local MCP sidecar for browser AI workflows.

  • tc39-mcp

    xyzzylabs/tc39-mcp/io.github.xyzzylabs/tc39-mcp MCP server

    2★ repo

    Independent MCP server for the TC39 specs (ECMA-262 + ECMA-402): clauses, search, diffs, history.

  • wasm-mcp

    xyzzylabs/wasm-mcp/io.github.xyzzylabs/wasm-mcp MCP server

    2★ repo

    Read-only MCP server for the WebAssembly spec: instructions, types, sections, search, proposals.

  • Siren

    yoavhizkiH/siren/io.github.yoavhizkiH/siren MCP server

    2★ repo

    MCP server for Siren diagramming — teach AI models to create beautiful diagrams with Siren syntax

  • Tablecloth mcp

    yourtablecloth/TableClothMcp/io.github.yourtablecloth/tablecloth-mcp MCP server

    2★ repo

    Open Korean e-Gov and finance sites in a clean, disposable Windows Sandbox with security programs.

  • Koncept mcp server

    yourtechtribe-labs/koncept-mcp/io.github.yourtechtribe-labs/koncept-mcp-server MCP server

    2★ repo

    Query a curated YAML semantic concept graph for codebase invariants and cross-cutting facts.

  • Opn mcp

    ysalitrynskyi/opn-mcp/io.github.ysalitrynskyi/opn-mcp MCP server

    2★ repo

    MCP server for opn.onl: shorten links, analytics, branded QR codes, and link management.

  • Thoth mcp

    perminder-klair/thoth-mcp/io.github.zeiq-co/thoth-mcp MCP server

    no license2★ repo

    MCP server for Thoth with multi-platform AI content generation

  • Concord mcp

    zkwasm/concord-plugin/io.github.zkwasm/concord-mcp MCP server

    2★ repo

    Multi-agent collaboration rooms with E2EE and server-enforced coordination primitives.

  • Syslog MCP

    jmagar/syslog-mcp/tv.tootie/syslog-mcp MCP server

    2★ repo

    Syslog receiver and MCP server for homelab log intelligence.

  • Toolify

    sleetcrash/sleetcrash-skills/skills/toolify Skill

    1★ repo

    Curated Claude Code skills. First up: toolify, a session-mining skill that turns the work you just did into reusable tools.

  • Project kickoff

    magi12345/project-kickoff/project-kickoff Skill

    1★ repo

    A Claude skill that gives your projects persistent memory — interview-based kickoff with auto-tracked decisions and progress.

  • Agent builder

    jafini/learn-claude-code/skills/agent-builder Skill

    1★ repo

    Build a minimal Claude-style AI agent from scratch that processes messages, interacts with tools, and generates dynamic responses.

  • Emperor time

    arbi-elezi/emperor-time Skill

    1★

    Emperor Time - a full-rigor coding harness skill/plugin: micro-waterfall SDLC gates, scientific-method claim ledgers to cut hallucination, mandatory critique, and consent-based orchestration of other coding agents.

  • Summon

    secondorderai/summon-skill/skills/summon Skill

    1★ repo

    Agent Skill to summon a team of specialist agents into existence

  • Mcp tactics

    nlink-jp/skills-series/mcp-tactics Skill

    no license1★ repo

    Claude Code Skills for nlink-jp development process automation

  • Live docs lookup

    dhegde11/live-docs-lookup Skill

    1★

    An agent skill that fetches latest AI SDK documentation. Prevents stale training data from producing wrong model IDs, deprecated parameters, or missed features. Works for Anthropic, OpenAI, Google.

  • Eval

    croftspan/gigo/.claude/skills/eval Skill

    1★ repo

    義剛 GIGO. AI projects that get better every session, not worse.

  • Agent readable

    zydo/skills/skills/agent-readable Skill

    1★ repo

    AI Agent Skills

  • Delegation protocol

    jeroromano/claude-code-orchestration-template/.claude/skills/delegation-protocol Skill

    1★ repo

    Claude Code orchestration template for specialized agents, reusable skills, spend gates, and optional Codex review workflows.

  • Doc compact

    x0c/doc-skills/doc-compact Skill

    1★ repo

    Claude Code skills to bootstrap, compact, and maintain AI-readable project documentation — doc-init · doc-compact · doc-update

  • Agent workflow

    Chrike/coding-agent-skills/skills/agent-workflow Skill

    no license1★ repo

    Lightweight Claude Code skills for daily AI-assisted development workflows.

  • Multi agent system architect v2

    ingcontartese-netizen/multi-agent-system-architect-v2/skills/multi-agent-system-architect-v2 Skill

    1★ repo

    Agent Skill that asks: should there be an agentic system at all? Then designs, builds, audits, verifies, and ports systems—from workflows to governed teams.

  • Coding llm council

    nikola-wd/vibe-agentic-coding-llm-council-skill/skills/coding-llm-council Skill

    no license1★ repo

    Make your AI coding agent argue with itself before writing code. A model-agnostic SKILL.md for engineering decisions.

  • Handoff resume

    marsmike/agentic-toolkit/plugins/handoff/skills/handoff-resume Skill

    1★ repo

    Vault-first toolkit for Claude Code — curated plugins over an Obsidian-compatible knowledge vault, governed by an explicit contract, gated by evals, continuously delivered.

  • Dual build

    cjcsecurity/claude-code-dual-build/skills/dual-build Skill

    1★ repo

    Symmetric multi-agent build with mandatory cross-review for Claude Code + Codex. Splits coding tasks ~50/50, runs in parallel in isolated worktrees, has the opposite model review each diff.

  • Analyst modes

    odere-pro/claude-wiki-pages-plugin/skills/analyst-modes Skill

    1★ repo

    A Claude Code plugin for Obsidian — Karpathy's LLM Wiki shipped as a four-layer, hook-enforced agent stack with multi-agent orchestration.

  • Prompt coach

    aroyburman-codes/compound-product-management/skills/prompt-coach Skill

    1★ repo

    A Claude Code skill toolkit that compounds over time — write clearly, learn from sessions, coach yourself toward better prompts.

  • Knowledge update

    ANDRS-Projects/claude-domain-memory/skills/knowledge-update Skill

    1★ repo

    A lightweight domain knowledge accumulation system for Claude Code

  • Career kit orchestrator

    koralbonfil-maker/career-kit/skills/career-kit-orchestrator Skill

    1★ repo

    Seven orchestrated AI skills that guide you through a job search end to end, from self-discovery to a tailored CV, LinkedIn, and interview prep.

  • Prompt coach

    goingli0324/prompt-coach Skill

    1★

    Claude skill: 問對問題教練 — turn vague requests into a Goal/Constraints/Obstacle breakdown and a ready-to-use structured prompt

  • Cdfi peer benchmark

    Jaypatel1511/cdfi-superpowers/skills/cdfi-peer-benchmark Skill

    1★ repo

    AI skills for NMTC eligibility, bank-CDFI peer benchmarking & HMDA analysis — grounded in audited PyPI tools, not hallucinated.