MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
✓ Official
31 companiesPublished by the companies themselves — pick one to see everything they ship.
modelcontextprotocol10 servers
google2 servers
googleapis3 servers
microsoft3 servers
azure3 servers
github1 server
awslabs34 servers
bytedance2 servers
stripe1 server
cloudflare2 servers
vercel5 servers
figma1 server
makenotion1 server
atlassian1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm3 servers
getsentry3 servers
grafana1 server
hashicorp2 servers
firebase1 server
browserbase1 server
apify1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
e2b-dev1 server
exa-labs3 serversTesting & QA
65 mcp serversEverything
✓★ 88,000Reference / test server with prompts, resources, and tools
SceneView MCP
★ 1,30022 tools for 3D and AR development — generates correct, compilable SceneView code for Android (Jetpack Compose) and iOS (SwiftUI). 858 tests.
Storybook MCP
★ 259Help agents automatically write and test stories for your UI components
IBM wxflows
✓★ 117Tool platform by IBM to build, test and deploy tools for any data source
Web Accessibility Testing (A11y MCP)
★ 88Test web pages and HTML for accessibility issues and WCAG compliance using Axe-core and Puppeteer.
JMeter MCP Server
★ 68Execute JMeter tests and analyze results through MCP-compatible clients.
PyAutoGUI Server
★ 46An MCP server for PyAutoGUI that enables automated GUI testing and control, including mouse and keyboard actions, screenshots, and screen information.
TestRail MCP Server
★ 43Interact with TestRail to manage test cases, projects, suites, and runs directly from your AI chat client.
Bruno MCP Server
★ 43Execute Bruno collections using the Bruno CLI, with support for environment files and detailed test results.
Whistle MCP Server
★ 40Manage local Whistle proxy servers through AI assistants, simplifying network debugging, API testing, and rule management.
AI 測試大師 / mcp-test-runner
★ 36AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).
MCP Bridge for Zotero
★ 36MCP server that enables AI assistants to build, test, and debug Zotero plugins via 26 tools for UI inspection, JS execution, logging, and more.
Tauri MCP Server
★ 32A server for testing and interacting with Tauri v2 applications, providing tools for process management, window manipulation, and debugging.
Web3 Playground & Sandbox - Learn, Develop, Test MCP Servers + Toolkit SDK
★ 27Free Solidity compiler & Web3 IDE with interactive tutorials. Learn blockchain development, deploy smart contracts to 8+ chains (Ethereum, Polygon, Base, Arbitrum, Solana). Templates for tokens, NFTs, DeFi, DAOs. Monaco Editor, AI assistance, WCAG accessible. Remix alternative. Gas optimization, MetaMask integration, open source. Beginner-friendly. MCP toolkit.
QA Sphere
★ 22Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
Sleep MCP Server
★ 21Provides a sleep/wait tool to add delays between operations, such as waiting between API calls or testing eventually consistent systems.
TestRail
★ 19Interact with TestRail's core entities such as test cases, runs, and results using a standardized protocol.
MCP QEMU VM Control
★ 14Give your AI full computer access — safely. Let Claude (or any MCP-compatible LLM) see your screen, move the mouse, type on the keyboard, and run commands — all inside an isolated QEMU virtual machine. Perfect for AI-driven automation, testing, and computer-use experiments without risking your host system.
Linear Regression MCP
★ 12Train a Linear Regression model by uploading a CSV dataset file, demonstrating an end-to-end machine learning workflow.
Qase
★ 12Interact with the Qase API for test management. Requires a QASE_API_TOKEN for authentication.
MCP-Allure
★ 11Reads Allure test reports and returns them in LLM-friendly formats for better test analysis and insights.
Shipyard
★ 11The Shipyard CLI provides an MCP server for agents to manage Shipyard environments directly: by pulling logs, comparing branches, running tests, and stopping/starting environments..
MCP Chaos Rig
★ 10A local MCP server that breaks on demand. Test your client against auth failures, disappearing tools, flaky responses, and token expiry, all from a web UI.
Bazel MCP Server
★ 9Exposes the Bazel build system to AI agents, enabling them to build, query, test, and manage dependencies.
ExMCP Test Server
★ 9An Elixir-based MCP server for testing and experimenting with the Model Context Protocol.
TestDino MCP
★ 7A Model Context Protocol (MCP) server that connects TestDino to AI agents. This server enables you to interact with your TestDino test data directly through natural language commands.
zig-mcp
★ 6MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Server) via LSP — 16 tools for code intelligence, build, and test.
MagicPod
★ 5A server for integrating with MagicPod, an AI-powered test automation platform.
MCP SSE Launcher
★ 4A Python management system for MCP servers that wraps stdio-based servers as SSE endpoints and includes a web inspector for testing.
Squidler.io
★ 4Squidler is designed to validate your web app as a human based on natural language use cases, without write brittle, DOM-dependent tests.