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MCP & tools

8,994 rows, by stacks then stars

960 of these skill files have been read, by 780 distinct authors, and what they tell an agent counted. What MCP & tools authors agree on, and what they forbid

Picked by somebody 5

  • Sentry mcp

    getsentry/sentry-mcp/io.github.getsentry/sentry-mcp MCP server

    in 2 stacksno license808★ repo

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

  • Mcp builder

    anthropics/skills/skills/mcp-builder Skill

    in 1 stackno license168,934★ repo

    Public repository for Agent Skills

  • Playwright mcp

    microsoft/playwright-mcp/io.github.microsoft/playwright-mcp MCP server

    in 1 stack36,126★ repo

    Playwright Tools for MCP

  • Serena MCP: the IDE for your agent

    oraios/serena/io.github.oraios/serena MCP server

    in 1 stack27,951★ repo

    A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

  • Figma Context MCP

    GLips/Figma-Context-MCP/io.github.GLips/Figma-Context-MCP MCP server

    in 1 stack15,643★ repo

    Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

Nobody has picked these yet, so they are in star order 8,989

  • Scrapling MCP Server

    D4Vinci/Scrapling/io.github.D4Vinci/Scrapling MCP server

    73,239★ repo

    Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

  • Chrome DevTools MCP

    ChromeDevTools/chrome-devtools-mcp/io.github.ChromeDevTools/chrome-devtools-mcp MCP server

    48,992★ repo

    MCP server for Chrome DevTools

  • Mcp server

    HeyPuter/puter/com.puter/mcp-server MCP server

    43,030★ repo

    Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more

  • Mcp server filesystem

    bytedance/UI-TARS-desktop/io.github.bytedance/mcp-server-filesystem MCP server

    38,554★ repo

    MCP server for filesystem access

  • PostHog MCP Server

    PostHog/posthog/io.github.PostHog/mcp MCP server

    no license37,662★ repo

    Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

  • Add atomic chat tool

    nanocoai/nanoclaw/.claude/skills/add-atomic-chat-tool Skill

    30,508★ repo

    A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK

  • Agent Skills Search Server

    agentskills/agentskills/ai.com.mcp/skills-search MCP server

    24,236★ repo

    Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.

  • Aihot

    KKKKhazix/khazix-skills/aihot Skill

    19,372★ repo

    数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: leader（帮你定义目标）, neat-freak 洁癖, hv-analysis, khazix-writer & more — Claude Code, Codex & 40+ agents

  • MCP Toolbox for Databases

    googleapis/mcp-toolbox/io.github.googleapis/mcp-toolbox MCP server

    16,180★ repo

    MCP Toolbox for Databases enables your agent to connect to your database.

  • MCP Toolbox for Databases

    googleapis/genai-toolbox/io.github.googleapis/genai-toolbox MCP server

    16,178★ repo

    MCP Toolbox for Databases enables your agent to connect to your database.

  • Mcp

    kubeshark/kubeshark/io.github.kubeshark/mcp MCP server

    12,042★ repo

    Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

  • Desktop Commander

    wonderwhy-er/DesktopCommanderMCP/io.github.wonderwhy-er/desktop-commander MCP server

    9,328★ repo

    MCP server for terminal commands, file operations, and process management

  • Firecrawl MCP Server

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

    7,233★ repo

    MCP server for Firecrawl — search, scrape, and interact with the web.

  • MCP Registry Server

    modelcontextprotocol/registry/ai.com.mcp/registry MCP server

    no license7,125★ repo

    Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.

  • Windows MCP

    CursorTouch/Windows-MCP/io.github.CursorTouch/Windows-MCP MCP server

    6,733★ repo

    An MCP Server for computer-use in Windows OS

  • Airweave Search

    airweave-ai/airweave/io.github.airweave-ai/search MCP server

    6,542★ repo

    MCP server for searching Airweave collections with natural language queries.

  • Claude Code Explorer MCP

    nirholas/claude-code/io.github.nirholas/claude-code-explorer-mcp MCP server

    no license6,252★ repo

    Explore the Claude Code CLI source — browse tools, commands, search code, and more.

  • Mobile mcp

    mobile-next/mobile-mcp/io.github.mobile-next/mobile-mcp MCP server

    5,927★ repo

    MCP server for iOS and Android Mobile Development, Automation and Testing

  • Strata

    Klavis-AI/klavis/ai.klavis/strata MCP server

    5,791★ repo

    MCP server for progressive tool usage at any scale (see https://klavis.ai)

  • Tool calling tutor

    WenyuChiou/awesome-agentic-ai-zh/examples/stage-5/tool-calling-tutor Skill

    5,144★ repo

    A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

  • Wigolo

    KnockOutEZ/wigolo/io.github.KnockOutEZ/wigolo MCP server

    no license4,534★ repo

    Local-first web intelligence MCP server for AI coding agents

  • Firebase mcp

    firebase/firebase-tools/io.github.firebase/firebase-mcp MCP server

    4,451★ repo

    Gives AI development tools Firebase-specific capabilities and expertise.

  • Ha mcp

    homeassistant-ai/ha-mcp/io.github.homeassistant-ai/ha-mcp MCP server

    4,336★ repo

    Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

  • Mcp server chart

    antvis/mcp-server-chart/io.github.antvis/mcp-server-chart MCP server

    4,312★ repo

    A Model Context Protocol server for generating charts using AntV.

  • Mcp

    cloudflare/mcp-server-cloudflare/com.cloudflare.mcp/mcp MCP server

    4,073★ repo

    Cloudflare MCP servers

  • Unity MCP

    IvanMurzak/Unity-MCP/io.github.IvanMurzak/Unity-MCP MCP server

    3,845★ repo

    Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

  • Azure MCP Server

    microsoft/mcp/com.microsoft/azure MCP server

    3,553★ repo

    All Azure MCP tools to create a seamless connection between AI agents and Azure services.

  • RevoGrid DataGrid MCP

    revolist/revogrid/io.github.revolist/revogrid-mcp MCP server

    3,434★ repo

    Hosted MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance.

  • Browserbasehq mcp browserbase

    browserbase/mcp-server-browserbase/ai.smithery/browserbasehq-mcp-browserbase MCP server

    3,416★ repo

    Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…

  • DBHub

    bytebase/dbhub/io.github.bytebase/dbhub MCP server

    3,362★ repo

    Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

  • Mcp grafana

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

    3,358★ repo

    An MCP server giving access to Grafana dashboards, data and more.

  • Socraticode

    giancarloerra/socraticode/io.github.giancarloerra/socraticode MCP server

    3,253★ repo

    MCP server for local codebase indexing, semantic search, and code dependency graphs.

  • Claude Code Explorer MCP

    codeaashu/claude-code/io.github.divu2025/codemaster MCP server

    no license3,221★ repo

    Explore the Claude Code CLI source — browse tools, commands, search code, and more.

  • Apify mcp server

    apify/apify-mcp-server/com.apify/apify-mcp-server MCP server

    3,160★ repo

    Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

  • Arxiv mcp server

    blazickjp/arxiv-mcp-server/io.github.blazickjp/arxiv-mcp-server MCP server

    3,047★ repo

    Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

  • Mcp

    butterbase-ai/butterbase-oss/io.github.butterbase-ai/mcp MCP server

    2,953★ repo

    Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.

  • Supabase

    supabase/mcp/com.supabase/mcp MCP server

    2,859★ repo

    MCP server for interacting with the Supabase platform

  • Mcp

    medplum/medplum/com.medplum/mcp MCP server

    2,610★ repo

    Securely access and manage FHIR healthcare data stored in Medplum.

  • Brightdata mcp

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

    2,588★ repo

    Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

  • jCodemunch MCP

    jgravelle/jcodemunch-mcp/io.github.jgravelle/jcodemunch-mcp MCP server

    no license2,531★ repo

    Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings.

  • Tavily mcp

    tavily-ai/tavily-mcp/io.github.tavily-ai/tavily-mcp MCP server

    2,305★ repo

    MCP server for advanced web search using Tavily

  • Kubernetes mcp server

    containers/kubernetes-mcp-server/io.github.containers/kubernetes-mcp-server MCP server

    1,968★ repo

    A Model Context Protocol (MCP) server for Kubernetes and OpenShift

  • Azure DevOps (ADO)

    microsoft/azure-devops-mcp/io.github.PremierInc/azure-devops MCP server

    1,949★ repo

    The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

  • Gitlab mcp

    zereight/gitlab-mcp/io.github.zereight/gitlab-mcp MCP server

    1,889★ repo

    GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

  • Jshookmcp

    vmoranv/jshookmcp/io.github.vmoranv/jshookmcp MCP server

    1,883★ repo

    MCP server for JavaScript analysis, security auditing, browser automation and hooks

  • Figma MCP Server

    figma/mcp-server-guide/com.figma.mcp/mcp MCP server

    no license1,875★ repo

    The Figma MCP server brings Figma design context directly into your AI workflow.

  • Microsoft Learn MCP

    MicrosoftDocs/mcp/com.microsoft/microsoft-learn-mcp MCP server

    1,838★ repo

    Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

  • Typeui

    bergside/typeui/plugins/grok/typeui/skills/typeui Skill

    no license1,735★ repo

    Build better UI with AI

  • Mcp

    stripe/agent-toolkit/com.stripe/mcp MCP server

    1,732★ repo

    MCP server integrating with Stripe - tools for customers, products, payments, and more.

  • Testkube mcp

    kubeshop/testkube/io.github.kubeshop/testkube-mcp MCP server

    no license1,641★ repo

    MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

  • Microsoft NuGet

    NuGet/Home/com.microsoft/nuget MCP server

    no license1,554★ repo

    A Model Context Protocol (MCP) server for NuGet.

  • MCP Server for WinDbg Crash Analysis

    svnscha/mcp-windbg/io.github.svnscha/mcp-windbg MCP server

    1,521★ repo

    A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB

  • Nx mcp

    nrwl/nx-console/io.github.nrwl/nx-mcp MCP server

    1,410★ repo

    A Model Context Protocol server implementation for Nx

  • OpenOSINT

    OpenOSINT/OpenOSINT/io.github.OpenOSINT/openosint MCP server

    1,388★ repo

    AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

  • Ros mcp server

    robotmcp/ros-mcp-server/io.github.robotmcp/ros-mcp-server MCP server

    1,385★ repo

    Connect AI models like Claude & ChatGPT with ROS robots using MCP