Discover Awesome MCP Servers

Model Context Protocol (MCP) Tips and Best Practices

Uma coleção de dicas e boas práticas para trabalhar com servidores do Protocolo de Contexto de Modelo (MCP).

Hermes

Hermes is a boilerplate for building agent-ready tools with a shared TypeScript core, enabling a single operation to be used as a CLI command, local MCP tool, remote MCP server, and Skill instructions. It currently demonstrates sending Telegram messages.

HyperSpace

混合推理 MCP 服务器，在本地 AI Agent 和大模型之间智能路由，优先使用 DeepSeek Web 和智谱 GLM 实现零成本调用。

remote-mcp

A minimal MCP server exposed over HTTP with bearer token authentication, providing echo and get_server_time tools to demonstrate transport and auth mechanics.

Qontinui Web MCP Server

Enables AI assistants to create and manage visual automation configurations, workflows, and UI states through the Qontinui API. It supports project management, workflow execution, and configuration handling for automated web interactions.

Trademarks MCP Server

MCP server for Оценка сходства носит справочный характер и не является гарантией регистрации или отказа. Инструмент не заменяет патентного поверенного.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling users to query merge requests, review discussions, view test results and pipelines, search by branch, and respond to comments through natural language commands.

Agent Cost MCP

Local Cost Guard and runtime guardrails for AI agents in Claude Code.

comet-mcp

An MCP server that connects Claude to Perplexity Comet for agentic web browsing and deep research via an isolated browser instance. It enables Claude to delegate complex navigation, login flows, and real-time task monitoring to Perplexity's specialized research intelligence.

ScottOS MCP Calendar Server

Enables ChatGPT to interact with Google Calendar through a remote MCP server. Provides tools to list, create, update, and delete calendar events with OAuth authentication.

Vertex AI MCP Server

Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.

Job Agent

An AI-powered job search and application assistant that enables multi-source job hunting, OpenAI matching, cover letter generation, and hybrid application automation via Playwright, Chrome CDP, screen OCR, and manual assist.

@theyahia/1c-rest-mcp

MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документы, регистры, отчёты.

Nuxt MCP Server on Vercel

A simple Nuxt application that serves as a Model Context Protocol server deployable on Vercel, allowing developers to implement AI tools, prompts, and resources through the MCP TypeScript SDK.

OurFamilyWizard MCP

A Model Context Protocol server that connects Claude to OurFamilyWizard, giving you natural-language access to your co-parenting messages, calendar, expenses, and journal.

documcp

DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutionizes documentation deployment for open-source projects. It provides deep repository analysis, intelligent static site generator recommendations, and automated GitHub Pages deployment workflows.

Everything MCP Server

A test MCP server implementing all protocol features including tools, resources, prompts, and sampling to help developers build and test MCP clients.

excel-mcp-server

A Model Context Protocol (MCP) server that lets you manipulate Excel files without needing Microsoft Excel installed. Create, read, and modify Excel workbooks with your AI agent.

MindsDB MySQL MCP Server

Connects AI clients to MindsDB via the MySQL protocol to execute SQL queries, manage databases, and perform semantic searches within knowledge bases. It enables automated workflows through job scheduling and provides seamless integration with external data sources.

Heptabase MCP

A Model Context Protocol service that enables AI assistants to search, retrieve, analyze, and export data from Heptabase backups.

mcp-abap-abap-adt-api

Enables interaction with SAP ABAP systems through ADT APIs, allowing management of ABAP objects, transport requests, and code analysis via natural language.

Carbono

Enables AI to generate images by describing them with HTML using Tailwind CSS and DaisyUI, which are rendered to PNG images.

GibsonAI

AI-Powered Cloud databases: Empower your LLMs to build, migrate, and deploy database instances with AI

GitHub MCP Server

Enables GitHub operations via MCP, providing tools for issues, pull requests, and Actions workflows through a Streamable HTTP transport.

Products API MCP Server

An MCP server that retrieves product data from the DummyJSON API, supporting filtering by various parameters like ID, title, category, brand, price and rating.

chrome-dom-mcp

Enables real-time browser control and DOM interaction through a Chrome extension bridge, supporting navigation, snapshots, clicks, screenshots, and JavaScript execution.

ghostty-mcp

MCP server for controlling Ghostty terminal emulator, enabling configuration management, theme control, command execution, and window management.

Audio Analysis MCP Server

Enables AI models to analyze audio files through numerical fingerprints, pitch tracking, and visual spectrograms without requiring direct audio playback. It provides tools for comparing audio iterations and detecting patterns using token-efficient analysis operations.

fingers

Read-only checks on tokens, NFTs, wallets, contracts and tokenized stocks before an agent acts. Honeypot, peg, copycat, wallet risk. Deep Robinhood Chain coverage. Never your keys.

centauri-mcp

MCP server for the Elegoo Centauri Carbon 3D printer that enables monitoring, control, and notifications via the SDCP 3.0 protocol over the local network.