Discover Awesome MCP Servers

Gemini Watermark Remover

Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, and WEBP formats. The server provides tools to process local files with configurable output quality and compression settings.

Model Context Protocol (MCP) Implementation in Go

Servidor MCP em Golang

MCP Server with SSE and Bearer Authentication

A TypeScript implementation of a Model Context Protocol server that enables real-time communication with LLM clients using Server-Sent Events (SSE) for transport and Bearer Token authentication for security.

mcp-playwright

🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides browser automation capabilities using Playwright.

Synesthetic MCP

Enables validation, diff generation, and backend population for Synesthetic assets using schema-compliant resources and tools. Serves as an MCP adapter that enforces schema compliance and integrates with the Synesthetic asset generation pipeline.

GitHub Stars MCP Server

Um servidor MCP (Model Context Protocol) com tecnologia Cloudflare que permite pesquisar e consultar seus repositórios favoritos do GitHub usando linguagem natural.

matlab-mcp-server-python

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

CloakLLM MCP Server

Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and restoration within MCP-compatible clients. It enables users to sanitize sensitive data before sending it to an LLM and restore original values using unique token map IDs.

MCP Enterprise Demo - Gestion Commerciale

Enables AI assistants to interact with a commercial management system through controlled capabilities for querying orders, analyzing invoices, summarizing customer activity, and creating orders, with role-based access control and audit trails.

Last.fm MCP Server

Enables interaction with Last.fm music data including searching for artists, albums, and tracks, accessing user listening history, and managing music preferences. Supports both read-only operations and authenticated write operations like scrobbling and loving tracks.

Alko MCP Server

Provides AI assistants with access to Finland's Alko alcohol product catalog, enabling product search across 11,900+ items, store availability checks, Vivino ratings lookup, and personalized recommendations based on food pairings and preferences.

mcp-server-moltmark

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

DWD MCP Server

Provides access to German Weather Service (DWD) data via the Bright Sky API, including current conditions, forecasts, and official weather alerts. Users can retrieve weather information and locate stations using either city names or geographic coordinates.

SQLite Geography Server

Enables exploration of geographical data including countries, cities, states/provinces, and regions through a SQLite database. Supports searches by name, location coordinates, currency, and regional groupings with comprehensive statistical queries.

Crypto Trading MCP

A Model Context Protocol server that enables price lookup and trading across multiple cryptocurrency exchanges including Upbit, Gate.io, and Binance.

Yahoo Finance MCP for LLaMA 3.2 3B

Integra a API do Yahoo Finance com o LLaMA 3.2 3B, permitindo que os usuários recuperem preços de ações em tempo real, informações sobre empresas, dados históricos e notícias do mercado, mantendo as capacidades originais do modelo.

MCP Atlassian + Bitbucket

A comprehensive MCP server for Jira, Confluence, and Bitbucket that supports both Cloud and Data Center deployments. It provides 136 tools for managing issues, searching documentation, and handling Git workflows like pull requests and pipelines.

Memorious MCP

Provides AI assistants with long-term semantic memory capabilities through local vector-based storage. Enables storing, recalling, and managing information across sessions with complete privacy using ChromaDB, with no data ever leaving your machine.

TIA-Portal MCP-Server

Enables interaction with Siemens TIA Portal projects directly from VS Code or Claude Desktop using GitHub Copilot and the TIA Openness API. It supports connecting to TIA Portal instances, exporting blocks or types, and performing project operations like compilation via natural language.

Memory Server

Fornece funcionalidade de grafo de conhecimento para gerenciar entidades, relações e observações na memória com regras de validação estritas para manter a consistência dos dados.

Agent Farm

An orchestration platform for deploying parallel swarms of tool-enabled AI agents to perform complex tasks like code generation, system monitoring, and multi-perspective analysis. It features a unique chunked write pattern that enables the creation of large-scale documents and code files by assembling parallel agent outputs.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or the Cloudflare AI Playground.

Claude-Modeling-Labs MCP Server

A comprehensive toolkit that enables automated interaction with Cisco Modeling Labs (CML) for creating network topologies, configuring devices, and managing lab environments.

SearXNG MCP Server

An MCP server that enables web search capabilities by integrating with a SearXNG instance to aggregate results from over 130 engines. It allows users to perform filtered searches across categories like news, science, and social media while supporting advanced parameters for language and time range.

xiaozhi-mcp

A versatile MCP server framework that enables AI capabilities like remote control, calculations, and email operations via multiple transport types. It supports stdio, SSE, and HTTP protocols for seamless integration between language models and external systems.

GitLab MCP Server

Connects AI assistants to GitLab, allowing users to manage merge requests, view reviews, and interact with discussions through natural language queries.

TwilioManager MCP

Um servidor que conecta a IA Claude ao Twilio através do Protocolo de Contexto do Modelo, permitindo o gerenciamento assistido por prompts de contas Twilio, números de telefone e conformidade regulatória.