Discover Awesome MCP Servers

Textra Japanese to English Translator

Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.

Trustwise MCP Server

Provides advanced evaluation tools for assessing AI safety, alignment, and performance of LLM outputs. Enables programmatic evaluation of quality, safety metrics like toxicity and PII detection, and operational metrics including carbon footprint and cost estimation.

Fetch MCP Server

Enables LLMs to retrieve and process web content by fetching URLs and converting HTML to markdown, with support for chunked reading and customizable user-agents.

MCP Power - Knowledge Search Server

Enables semantic search across multiple knowledge datasets using FAISS vector embeddings, allowing natural language queries to find relevant documents with fast retrieval.

mcp-scaffold

*Under Development* Scaffold for testing and developing with MCP Client and Server

mcp-imdb

Enables access to IMDB movie and entertainment data through the Model Context Protocol. Note: The README describes a notes system but the project name suggests IMDB functionality.

Featureflow MCP Server

Enables AI assistants to manage Featureflow feature flags, including creating and updating features, controlling feature states across environments, and managing projects, environments, and targeting rules through natural language.

CUA MCP Server

Enables autonomous desktop automation by delegating tasks to vision-based agents operating within cloud-based virtual machine sandboxes. It allows users to manage VMs, execute complex computer tasks, and receive text-based screen summaries across Linux, Windows, and macOS environments.

RAGFlow MCP Server

Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling AI models to perform semantic retrieval, manage datasets, and handle document chunks. It supports advanced features like GraphRAG and RAPTOR for sophisticated knowledge base management and natural language querying.

TokenScope

A Model Context Protocol server that enables token-aware directory exploration and file analysis for LLMs, helping them understand codebases through intelligent scanning and reporting.

FastMCP Tools Calculator

A demonstration MCP server that provides calculator functionality through both stdio and FastAPI implementations. Enables users to perform mathematical calculations via MCP tools using the FastMCP framework.

Plaud MCP Server

Enables AI assistants to access Plaud Note recordings, providing direct access to speaker-diarized transcripts and AI-generated meeting summaries. Users can search, list, and retrieve recording details directly within MCP-compatible clients like Claude and Cursor.

Android Mobile MCP

Enables AI agents to interact with Android devices through UI manipulation, screen capture, touch gestures, text input, and app management via ADB. Provides comprehensive mobile automation capabilities including element detection, navigation, and application control for Android device testing and interaction.

Gaffer MCP Server

Connects AI coding assistants to Gaffer test history and coverage data to analyze project health, debug failures, and identify untested code areas. It enables tools to track test stability, cluster failures by root cause, and monitor code coverage trends across projects.

MCP Server Unified Deployment

MCP Server Unified Deployment Open Source Project

MCP Vertica

Enables interaction with Vertica databases through SQL queries, schema management, and bulk data operations. Supports connection pooling, SSL/TLS security, and configurable permissions for database operations.

Google Drive MCP Server by CData

Google Drive MCP Server by CData

MCP Server Boilerplate

A starter template for building custom MCP (Model Context Protocol) servers that can integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a clean foundation with TypeScript support, example implementations, and installation scripts for quickly creating custom tools, resources, and prompts.

Jokes MCP Server

An MCP server that provides jokes to Microsoft Copilot Studio, demonstrating how to deploy a Model Context Protocol server that delivers Chuck Norris and Dad jokes upon request.

Perplexity MCP Server

MCP server that enables Claude to request chat completions with citations from the Perplexity API.

Inventory MCP Server

Manages inventory operations using Supabase/PostgreSQL database, enabling users to add, remove, check stock levels, and list inventory items across multiple locations.

CKAN MCP Server

Enables AI assistants and CLI tools to explore and analyze datasets from 600+ global CKAN open-data portals. Provides comprehensive tools for dataset discovery, datastore queries, metadata analysis, and local downloads without writing custom CKAN integrations.

test-serper-mcp

Provides access to Serper.dev's Google Search API for searching, news, images, and places with support for both API key authentication and blockchain-based pay-per-use payment.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright automation tools, allowing them to perform web tasks like navigation, typing, clicking, and taking screenshots. Deployed on Cloudflare Workers and compatible with various AI platforms including Claude Desktop and VS Code.

xiaobenyang-mcp-2

xiaobenyang-mcp-2

WebP Batch Converter

An MCP server that enables batch conversion of images to WebP format with configurable options like quality settings, lossless mode, and multi-threading support.

Smart Home Device Control MCP Server

Enables AI models to control and query smart home devices (air conditioners, lights, locks, cameras, refrigerators) through a backend API. Supports device control operations, status queries, and detailed device information retrieval with built-in documentation for proper device usage.

Shopify MCP Server

Enables interaction with Shopify store data (products, customers, orders) via GraphQL, providing comprehensive tools for store management through Claude.