Discover Awesome MCP Servers

Swiss Meteo MCP

An experimental MCP server that provides weather information tools, including temperature lookup via wttr.io, along with note-taking capabilities for learning MCP server development with GitHub Copilot.

mem0-mcp

MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention

vyos-mcp

MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assistants to read config, set interfaces, firewall rules, VPNs, and more.

MCP Duplicate File Manager Server

Enables LLM agents to find and safely delete duplicate files using content-based detection, with smart copy prioritization and dry-run mode.

Gamma MCP Server

Enables generating presentations, creating from templates, and managing Gamma resources via MCP tools.

Test MCP Feb 5 MCP Server

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

gmail-writer

A local MCP server enabling Gmail write operations (modify threads, search, handle attachments) by using a Desktop OAuth client with correct scopes, fixing the hosted Gmail MCP's broken write tools.

BountyVerdict Agent Decision MCP Server

Provides paid decision APIs for autonomous coding agents to diagnose GitHub Actions failures, classify flaky tests, check MCP tool drift, audit agent instructions, and compare bounties.

Chrome DevTools for agents (chrome-devtools-mcp)

Lets AI coding assistants control and inspect a live Chrome browser through MCP, enabling reliable automation, debugging, and performance analysis using Chrome DevTools.

Ghostvault

Enables AI agents to manage multiple Google accounts with persistent sessions and anti-detect browser fingerprints, supporting sign-in, account switching, Gmail access, and interaction with any Google SSO website.

targetprocess-mcp

MCP server for integrating TargetProcess with Claude Code, enabling natural language queries for projects, user stories, bugs, features, and sprints.

Census MCP Server

Node.js MCP server enabling AI agents to access comprehensive U.S. Census Bureau demographic and economic data, including ACS, decennial census, and business patterns.

bun-runner-mcp

An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun environment with permission-based security controls, code snippets, and a web management UI.

Android MCP Server

Enables control of Android devices through ADB using natural language commands. Supports browser automation, SMS sending, device information retrieval, settings control, and common device actions like screenshots and button presses.

Oorlogsbronnen MCP Server

Server MCP untuk mengakses arsip Perang Dunia II Belanda melalui API Oorlogsbronnen. Menyediakan akses terstruktur ke catatan sejarah, foto, dan dokumen dari Belanda tahun 1940-1945.

Ressl AI MCP Server

Provides file search functionality with tools for both partial keyword matching and exact word search, returning detailed results with line numbers and column positions.

mcp-sitecore-server

Server Protokol Konteks Model untuk Sitecore

GitHub Actions MCP Server

GitHub Actions Model Context Protocol Server that allows you to create, manage, monitor, and interact with workflows.

PythonCMCPServer

Membangun Server MCP Kustom Menggunakan Python

Clearspar Part 135 MCP

An MCP server that turns Claude into a US Part 135 market analyst over live FAA operator data, computing concentration ratios, HHI, fleet distributions, and rankings.

JurisCassation MCP Server

Provides AI agents with access to Moroccan Court of Cassation decisions through search tools and PDF retrieval. Enables both real-time queries against the official portal and local searches across indexed decisions.

Ares DevOps MCP Server

Enables seamless interaction with Azure DevOps for managing Git repositories, branches, and pull requests through natural language. It also supports automating and monitoring pipelines while providing secure, type-safe operations within MCP-compatible clients.

Freshservice MCP Server

Connects Claude to your Freshservice ITSM instance, enabling management of tickets, changes, assets, knowledge base, and more through natural language.

aiogram-mcp

MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging.

Dnevnik.ru MCP Server

An MCP server that integrates with the Dnevnik.ru API to provide AI assistants with access to school schedules, grades, and homework. It enables users to query educational data and manage school-related information through natural language.

bosch-flow-mcp

MCP server for Bosch eBike Flow (Smart System / BES3). Read-only access to battery health and charge-cycle trends, components and firmware, live state-of-charge, and per-ride activity data (distance, elevation, power, assist-mode, CO2), signing in with your own Bosch account via PKCE.

Airtop MCP Server

Sebuah server MCP untuk berkomunikasi dengan Airtop (

dolores

dolores is an MCP server that gives AI agents persistent memory using Postgres and pgvector, retrieving only relevant context to minimize token usage.

Generate Manual Test Cases

This MCP server provides a tool to generate manual test cases in Markdown or CSV format from documentation files and custom rules. It supports text and PDF inputs and can leverage LLM sampling to automate the creation of detailed test scenarios.