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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

  • Hollaugo financial research mcp server

    hollaugo/tutorials/ai.smithery/hollaugo-financial-research-mcp-server MCP server

    no license22★ repo

    Analyze stocks with summaries, price targets, and analyst recommendations. Track SEC filings, divi…

  • Stack Overflow MCP Server

    StackExchange/Stack-MCP/com.stackoverflow.mcp/mcp MCP server

    no license22★ repo

    Access Stack Overflow's trusted and verified technical questions and answers.

  • Fiftyone mcp server

    AdonaiVera/fiftyone-mcp-server/io.github.AdonaiVera/fiftyone-mcp-server MCP server

    no license22★ repo

    Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

  • World model mcp

    SaravananJaichandar/world-model-mcp/io.github.SaravananJaichandar/world-model-mcp MCP server

    22★ repo

    Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

  • Mcp

    swap-api/swap-api/io.github.Swap-API/mcp MCP server

    22★ repo

    MCP server for SwapAPI - get executable token swap calldata for EVM chains

  • Claude ops telegram server

    Lifecycle-Innovations-Limited/claude-ops/io.github.auroracapital/claude-ops-telegram-server MCP server

    22★ repo

    Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.

  • CN Scraper MCP

    goesByhc/cn-scraper-mcp/io.github.goesByhc/cn-scraper-mcp MCP server

    22★ repo

    MCP server for AI agents to search major Chinese internet platforms with local-first login support.

  • The MCP server for GoReleaser

    goreleaser/mcp/io.github.goreleaser/mcp MCP server

    22★ repo

    GoReleaser MCP server

  • Mcp power automate

    kaael1/mcp-power-automate/io.github.kaael1/mcp-power-automate MCP server

    22★ repo

    Local MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback.

  • Switzerland MCP 🇨🇭

    vikramgorla/mcp-swiss/io.github.vikramgorla/swiss MCP server

    22★ repo

    Swiss open data MCP server. 76 tools, zero API keys. Transport, weather, geodata, news, rates.

  • Claude FAF

    Wolfe-Jam/claude-faf-mcp/one.faf/claude-faf-mcp MCP server

    22★ repo

    Persistent project context for Claude. IANA-registered .faf format.

  • Prompt warrior

    timoncool/prompt-warrior Skill

    21★

    Agent skill: your AI coding logs as a gamified character sheet — Claude Code, Codex, OpenCode, Gemini, Copilot. 74 achievements, fixed-scale metrics, LLM-written chronicle, research-backed advice. 100% local, RU/EN.

  • Skill memory

    memodb-io/skill-memory/skills/skill-memory Skill

    no license21★ repo

    agent skill as memory layer

  • Dify workflow

    Akabane71/dify-workflow-cli/.github/skills/dify-workflow Skill

    no license21★ repo

    让AI使用的Dify-WorkFlow-CLI工具

  • Mcp explorium

    explorium-ai/mcp-explorium/ai.explorium/mcp-explorium MCP server

    21★ repo

    Access live company and contact data from Explorium's AgentSource B2B platform.

  • Kapruka MCP

    kapruka/mcp/com.kapruka/kapruka-mcp MCP server

    no license21★ repo

    Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platform.

  • AynOps

    AynOps/AynOps/io.github.AynOps/AynOps MCP server

    21★ repo

    AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabilities to AI Clients

  • Cucumberstudio

    HeroSizy/cucumberstudio-mcp/io.github.HeroSizy/cucumberstudio MCP server

    21★ repo

    MCP server for Cucumber Studio - test scenarios, action words, and execution data

  • Gongio mcp

    JustinBeckwith/gongio-mcp/io.github.JustinBeckwith/gongio-mcp MCP server

    21★ repo

    MCP server for Gong.io - access calls, transcripts, and users

  • Agent Droid Bridge

    Neverlow512/agent-droid-bridge/io.github.Neverlow512/agent-droid-bridge MCP server

    21★ repo

    MCP server giving AI agents eyes and hands inside Android devices via ADB

  • Pixelpanda mcp

    RyanKramer/pixelpanda-mcp/io.github.RyanKramer/pixelpanda-mcp MCP server

    no license21★ repo

    31 image tools: free local editing, AI background removal, and product photos

  • AndroJack MCP

    VIKAS9793/androjack-mcp/io.github.VIKAS9793/androjack MCP server

    no license21★ repo

    Android engineering MCP server with verified documentation grounding and AI validation tools.

  • MCP File Tools

    dimitar-grigorov/mcp-file-tools/io.github.dimitar-grigorov/mcp-file-tools MCP server

    21★ repo

    Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection

  • Talkthrough mcp

    korovin-aa97/talkthrough-mcp/io.github.korovin-aa97/talkthrough-mcp MCP server

    21★ repo

    Narrated screen recordings into agent-ready data: local transcript, keyframes, OCR, wall-clock.

  • Clio mcp

    oktopeak/clio-mcp/io.github.oktopeak/clio-mcp MCP server

    21★ repo

    Connect Claude to Clio: 26 tools for matters, contacts, documents, tasks, billing, audit logs.

  • M3 Memory

    skynetcmd/m3-memory/io.github.skynetcmd/m3-memory MCP server

    21★ repo

    Local-first agentic memory — 100+ tools, 92% LongMemEval-S, hybrid search, GDPR, zero cloud.

  • NinjaOne

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

    21★ repo

    MCP server for NinjaOne RMM — devices, organizations, alerts, and tickets.

  • Memory custodian

    waittim/MemoryCustodian/skills/memory-custodian Skill

    20★ repo

    Durable, repo-native project memory for coding agents—without context bloat.

  • Oh my skills

    AIjunja/oh-my-skills Skill

    20★

    🧰 Local dashboard for managing Codex, Claude, and Agent Skills in one place.

  • Gouvernai

    Myr-Aya/GouvernAI-claude-code-plugin/gouvernai/skills/gouvernai Skill

    20★ repo

    Runtime guardrails for Claude Code. Auto-approve what's safe, gate what's risky, block what's dangerous. Dual enforcement, full audit trail. MIT.

  • Agentic delegation

    Raishin/vanguard-frontier-agentic/.claude/skills/agentic-delegation Skill

    20★ repo

    Curated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance-aware engineering - works with Claude Code, Codex, Cursor, Copilot, and more.

  • Bridge

    msanchezdev/agent-bridge/skills/bridge Skill

    20★ repo

    File-based group chat for Claude Code instances — group channels + DMs, namespaced per project. Installable as a skill or plugin.

  • Smithery ai cookbook python quickstart

    smithery-ai/smithery-cookbook/ai.smithery/smithery-ai-cookbook-python-quickstart MCP server

    20★ repo

    A simple MCP server built with FastMCP and python

  • Mcp

    DevCycleHQ/cli/com.devcycle/mcp MCP server

    20★ repo

    DevCycle MCP server for feature flag management

  • Unleash mcp

    Unleash/unleash-mcp/io.getunleash/unleash-mcp MCP server

    no license20★ repo

    MCP server for managing Unleash feature flags

  • Genesys memory

    Astrix-Labs/genesys/io.github.Astrix-Labs/genesys-memory MCP server

    20★ repo

    Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

  • Simplenote mcp

    Automattic/simplenote-mcp/io.github.Automattic/simplenote-mcp MCP server

    20★ repo

    MCP server for reading Simplenote notes across macOS, Linux, and Windows

  • Fr24api mcp

    Flightradar24/fr24api-mcp/io.github.Flightradar24/fr24api-mcp MCP server

    20★ repo

    MCP server providing access to the Flightradar24 API for real-time and historical flight data

  • Xcode: MCP Bridge Wrapper for Cursor

    SoundBlaster/XcodeMCPWrapper/io.github.SoundBlaster/mcpbridge-wrapper MCP server

    20★ repo

    Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor

  • pyslang-mcp

    ariklapid/pyslang-mcp/io.github.ariklapid/pyslang-mcp MCP server

    20★ repo

    Compiler-backed read-only Verilog and SystemVerilog project analysis.

  • Nakkas

    arikusi/nakkas/io.github.arikusi/nakkas MCP server

    20★ repo

    MCP server that turns AI into an SVG artist. One rendering engine, AI decides everything.

  • Osint agent skills

    frangelbarrera/osint-agent-skills/io.github.frangelbarrera/osint-agent-skills MCP server

    20★ repo

    OSINT MCP server — 23 tools: DNS, WHOIS, Shodan, breaches, GEOINT, crypto. Works with Claude Code.

  • Storeshots mcp

    mtbun/storeshots-mcp/io.github.mtbun/storeshots-mcp MCP server

    20★ repo

    Render store-ready App Store and Google Play screenshots: device frames, headlines, exact sizes.

  • Opentargets

    nickzren/opentargets-mcp/io.github.nickzren/opentargets MCP server

    20★ repo

    Open Targets MCP server for targets, diseases, drugs, variants, and evidence

  • A2asearch mcp

    tadas-github/a2asearch-mcp/io.github.tadas-github/a2asearch-mcp MCP server

    20★ repo

    Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP client.

  • Audit docs

    gtrabanco/agentic-workflow/skills/audit-docs Skill

    19★ repo

    Stack-agnostic agentic-programming workflow skills + documentation scaffold

  • Skill

    travsteward/openwriter/packages/openwriter/skill Skill

    19★ repo

    The open-source writing surface for AI agents. Markdown-native editor with pending change review — your agent writes, you accept or reject.

  • Agent reach

    Ootto-AI/claude-content-skills/skills/agent-reach Skill

    19★ repo

    Free, copy-paste Claude skills that run your content growth factory — turn ideas + your NotebookLM memory into scroll-stopping Instagram reels. By Ootto.

  • Acli

    upex-galaxy/agentic-qa-boilerplate/.claude/skills/acli Skill

    19★ repo

    Agentic QA boilerplate built on Playwright + KATA + TypeScript. Multi-agent skills following the agentskills.io spec, orchestrating the full QA lifecycle: shift-left planning, in-sprint testing, TMS documentation with ROI scoring, KATA automation, and regression with GO/NO-GO. Works across Claude Code, Opencode, etc.

  • Neverinfamous memory journal mcp

    neverinfamous/memory-journal-mcp/ai.smithery/neverinfamous-memory-journal-mcp MCP server

    19★ repo

    A MCP server built for developers enabling Git based project management with project and personal…

  • e18e

    e18e/mcp/dev.e18e/e18e MCP server

    19★ repo

    The official e18e MCP server keeping your agent in check from installing bloated dependencies.

  • 1password

    CakeRepository/1Password-MCP/io.github.CakeRepository/1password MCP server

    19★ repo

    MCP server for 1Password service accounts — tools and resources for vaults and credentials

  • Cacheoverflow

    GetCacheOverflow/CacheOverflow/io.github.GetCacheOverflow/cacheoverflow MCP server

    19★ repo

    MCP server for cache.overflow - AI agents sharing knowledge with AI agents

  • Opencage geocoding mcp

    OpenCageData/opencage-geocoding-mcp/io.github.OpenCageData/opencage-geocoding-mcp MCP server

    19★ repo

    MCP server for OpenCage geocoding API

  • Discord mcp

    PaSympa/discord-mcp/io.github.PaSympa/discord-mcp MCP server

    19★ repo

    A lightweight, multi-guild Discord MCP server with 95+ tools

  • MCP Database Server

    Souhar-dya/mcp-db-server/io.github.Souhar-dya/mcp-db-server MCP server

    no license19★ repo

    MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.

  • Webcomponents mcp server

    UI5/webcomponents-mcp-server/io.github.UI5/webcomponents-mcp-server MCP server

    19★ repo

    MCP server for UI5 Web Components development assistance

  • Excel vision mcp

    VOYAGER-Inc/excel-vision-mcp/io.github.VOYAGER-Inc/excel-vision-mcp MCP server

    19★ repo

    Excel MCP with image extraction and write support — AI agents see and edit xlsx files

  • Zenrows mcp

    ZenRows/zenrows-mcp/io.github.ZenRows/zenrows-mcp MCP server

    19★ repo

    ZenRows MCP server — Universal Scraper API for AI coding assistants

  • Terminal MCP Server

    aybelatchane/mcp-server-terminal/io.github.aybelatchane/mcp-server-terminal MCP server

    19★ repo

    MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.