Discover Awesome MCP Servers

Harvest Time Tracking MCP Server

Server MCP (Model Context Protocol) untuk Pelacakan Waktu Harvest.

Grabba MCP Server

Microservice Connector Protocol server that exposes Grabba API functionalities as callable tools, allowing AI agents and applications to interact with Grabba's data extraction and management services.

🗄️ Couchbase MCP Server for LLMs

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Run Model Context Protocol (MCP) servers with AWS Lambda

Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions

Lorem Ipsum By Api Ninjas

Generates Lorem Ipsum placeholder text with customizable parameters including paragraph count, length, and formatting options through the API Ninjas service.

Gerrit Review MCP Server

Provides integration with Gerrit code review system, allowing AI assistants to fetch change details and compare patchset differences for code reviews.

Legal Court MCP Server

MCP Server providing AI agents access to over 3 million US court decisions via CourtListener and EU legislation via EUR-Lex, with tools for searching cases, citations, judges, and court information.

Google Ads MCP Server

Enables LLMs to interact with the Google Ads API to retrieve account information, list accessible customers, and query campaign performance. It allows users to manage and analyze Google Ads data through natural language interfaces.

Agile Luminary MCP Server

A Model Context Protocol server that connects AI clients to the Agile Luminary project management system, allowing users to retrieve project details, work assignments, and product information within AI conversations.

yandex-searchapi-mcp

Provides tools for web, image, generative search, and Wordstat keyword statistics via Yandex Search API.

PAL - Project API Locker

Enables secure API key management for development projects by storing keys in OS keychains, auto-generating .env files and SDK client code, and providing AI-assisted key management through Claude Code integration.

plsreadme

MCP server for sharing markdown/text as beautiful, permanent web pages via plsreadme, with tools to share files/text, update and delete docs, and list previously shared links.

mysql-mcp-server

Provides read-only access to MySQL database schema and sample data, offering tools to list tables, get schema, and fetch sample rows for safe backend development.

GSC MCP Server v2 - Remote Edition

Connects Claude AI to Google Search Console with OAuth 2.0 authentication, enabling users to analyze search performance, inspect URLs, manage sitemaps, and export analytics data through natural language conversations.

power-bi-mcp

An MCP (Model Context Protocol) server that lets AI agents manage Power BI workspaces, datasets, and refreshes via natural language.

MCP FishAudio Server

An MCP (Model Context Protocol) server that provides seamless integration between Fish Audio's Text-to-Speech API and LLMs like Claude, enabling natural language-driven speech synthesis.

ClawPay

Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated shopping with single-use virtual cards and transaction management.

Architectural Decision Log (ADL) System

Enables AI assistants to manage architectural decisions through CRUD operations integrated with a GraphQL backend and SAP/LeanIX fact sheets. It provides tools for creating, reading, updating, and deleting ADL entries to maintain a structured history of technical choices.

MCP Database Query Server

Enables AI agents to query and explore databases including SQLite, PostgreSQL, MySQL, and SQL Server through a secure, read-only workflow. It provides tools for listing connections, inspecting table schemas, and executing SELECT statements directly within VS Code.

Not-Happy-Jan

Multi-sensory feedback MCP server for AI coding agents, providing audio, visual, haptic, and physical notifications with customizable characters and modes.

Spring AI MCP Server

Here are a few options for translating "스프링부트와 AI를 활용한 엑셀, PPT 생성 서버" into Indonesian, depending on the nuance you want to convey: **Option 1 (Most straightforward):** * **Server pembuatan Excel dan PPT menggunakan Spring Boot dan AI.** (This is a direct translation and easy to understand.) **Option 2 (More descriptive):** * **Server untuk membuat Excel dan PPT yang memanfaatkan Spring Boot dan kecerdasan buatan (AI).** (This emphasizes the use of AI and is slightly more formal.) **Option 3 (Focus on the functionality):** * **Server berbasis Spring Boot dan AI untuk menghasilkan file Excel dan PPT.** (This focuses on the server's ability to generate the files.) **Which one is best depends on the context. If you want the simplest and most common way to say it, use Option 1.**

flights-mcp

An MCP server that provides flight search capabilities using the Aviasales API, allowing users to search, filter, and get details on flights and generate booking links.

meteor-mcp

Provides complete Meteor.js v3.4.0 API documentation, code examples, and architectural guides to AI coding assistants.

M/M/1 Queue Simulation MCP Server

Enables LLMs to access M/M/1 queuing theory resources, validate parameters, calculate theoretical metrics, generate and execute SimPy simulations, and compare simulation results with theoretical predictions.

Browser DevTools MCP

Playwright-powered browser automation and debugging for VS Code and Cursor via the Model Context Protocol (MCP).

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

XSD Retrieval MCP Server

Enables users to retrieve, validate, and analyze XSD files from URLs or local paths, integrating with any LLM model.

customs-mcp-server

Provides 14 customs and trade operations as MCP tools, enabling AI agents to query tariff, track declarations, screen dual-use items, and generate AI-powered declarations.

XO MCP Server

Provides seamless integration with the XO platform for container deployment, application lifecycle management, and knowledge base operations. Enables AI assistants to deploy, manage, and interact with applications on XO infrastructure through natural language commands.