Discover Awesome MCP Servers

mcp-server-mysql-schema

Enables AI assistants to explore MySQL database schema — tables, columns, foreign keys, indexes, and relationships — through structured tools and resources, without any write access.

API Tester MCP

Enables QA/SDET engineers to test APIs by ingesting Swagger/OpenAPI specs and Postman collections, generating and executing tests in multiple languages and frameworks with real-time progress tracking.

technocore-chat

Enables AI agents to chat and exchange notes through simple HTTP GET requests, with support for signed identities, private rooms, and long-polling, all exposed as MCP tools.

http-headers

Enables users to analyze HTTP response headers of any URL for security and configuration, returning a 0-100 security score, HSTS/CSP and header checks, server detection, caching details, and recommendations. Supports pay-per-call access via x402 micropayments.

Chrome MCP Server

一个模型上下文协议服务器，它使 AI 助手能够通过 Chrome 开发者工具协议控制 Chrome 浏览器，从而实现导航、点击、输入和提取页面信息等功能。

Java JAR MCP Server

Enables AI assistants to look up Java class definitions and list dependencies from Maven projects by analyzing local JAR files via the Model Context Protocol.

nodriver-mcp

A local MCP server that keeps a dedicated Chromium browser profile for authenticated web research and runs hot-reloadable Python scrapers via nodriver.

Quality Guard MCP

Enables Claude to set up and manage enterprise-grade code quality pipelines for projects, including automated formatting, linting, security scanning, and pre-commit hooks. Transforms any project into a quality-enforced codebase with AccuFlow's battle-tested engineering setup in seconds.

axe MCP Server

Enables AI agents to scan web pages for accessibility issues and get AI-powered remediation guidance using Axe DevTools for Web.

MCP Atomic Toolkit

A FastMCP server for atomistic modeling workflows that enables building structures, running geometry optimization and molecular dynamics, and analyzing results with downloadable artifacts.

AutoFuse

Mount, heal, wake and run commands on remote Windows/Linux machines over SSHFS from a macOS menu-bar app. 34 tools with MCP behavior annotations (read-only vs destructive) and agent-friendly error hints.

Coding Tools MCP

Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabilities to understand, modify, run, and deliver real-world code repositories.

gitlab-mcp

Enables retrieving comprehensive information about GitLab merge requests, including details, commits, diffs, discussions, approvals, and CI/CD status, through natural language.

Noto CRM MCP Server

Provides AI assistants with structured, read-only information about Noto CRM, including pricing, features, AI agent capabilities, competitor comparisons, and use cases, with bilingual French/English responses and no external dependencies.

anime-mcp-server

An MCP server for anime and manga discovery, enabling search, detail retrieval, franchise watch order, seasonal schedule, character lookups, rankings, and studio filmography via natural language.

Roblox Executor MCP

Enables AI agents to interact with a running Roblox game client to execute Lua code, inspect scripts, spy on remotes, and more.

WinCC OA MCP Server

A Model Context Protocol server that bridges AI assistants with WinCC OA projects, enabling natural language queries for datapoint search, manager management, and CTL script execution.

vault-memory

Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware agents to search, retrieve, and compile knowledge with provenance and task contracts.

Adobe Commerce Support MCP Server

Generates professional Adobe Commerce support responses from case findings. Supports both structured and mixed content formats with automatic categorization capabilities.

Photon MCP iMessage

Exposes 67 MCP tools for iMessage including chats, messages, attachments, contacts, polls, scheduled messages, FaceTime, Find My, and more.

django-firebase-mcp

Enables AI agents to interact with Firebase services including Authentication, Firestore Database, and Cloud Storage through a standardized MCP protocol.

Browser Tools MCP Extension

Enables AI tools to interact with browsers for enhanced frontend development, providing context to LLMs through tools like API call analysis, screenshots, element selection, and documentation ingestion.

instaffo-mcp-server

Enables AI assistants to interact with your personal Instaffo candidate account, allowing reading of profile, job suggestions, and conversations, as well as performing reversible write actions like bookmarking jobs and updating skills, all authenticated via your browser session and running fully locally.

AdMob MCP Server

Exposes the Google AdMob API as MCP tools for managing AdMob accounts, generating network and mediation reports, and listing apps and ad units.

Productive Simple MCP

A Model Context Protocol (MCP) server for accessing Productive.io API endpoints (projects, tasks, comments, todos), tailored for read-only operations, providing streamlined access to essential data while minimizing token consumption

SO-ARM100 Robot Control MCP

Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language instructions and integrated camera vision. It supports multiple communication transports and includes a CLI agent compatible with Claude, Gemini, and GPT models.

Cursor10x Memory System

A comprehensive memory system for Cursor using the Model Context Protocol (MCP) that provides persistent context awareness across sessions by storing conversation history, project milestones, code snippets, and enabling semantic search.

Omnisend MCP Server

A server that enables AI assistants to interact with the Omnisend marketing platform, supporting contact management, product management, and event tracking operations through natural language.

zernio-mcp

A Model Context Protocol (MCP) server that gives Claude full access to the Zernio social media management API — 273 tools covering posts, analytics, inbox, ads, contacts, WhatsApp Business, and more across 14+ platforms.

PerfDog to Tableau MCP Server

Automates downloading mobile game performance data from PerfDog and converts it to Tableau-ready CSV format with device statistics, FPS metrics, and time-series data.