Discover Awesome MCP Servers

youtube-transcript-mcp

MCP server for YouTubeTranscript.dev — extract transcripts, manage history, and power AI assistants with YouTube content.

Google Forms MCP Server

Enables creation and management of Google Forms with support for all 12 question types, response collection, CSV export, and form publishing through OAuth-authenticated API access.

OKX MCP Server

Enables AI assistants to interact with OKX trading accounts through read-only access to retrieve portfolio information, trading positions, order history, and account analytics. Provides secure, local processing of trading data without storing sensitive information or enabling trade execution.

GitHub MCP Server

A Model Context Protocol server that provides comprehensive GitHub integration for Claude Desktop, allowing users to manage repositories, issues, and pull requests. It supports file operations, branch management, and repository searches through natural language commands.

tmap_mcp

tmap rest api 기반 mcp server 구축

Figma Server

Permite una interacción fluida con Figma a través del Protocolo de Contexto de Modelo, permitiendo que las aplicaciones LLM accedan, manipulen y rastreen archivos, componentes y variables de Figma.

PostGIS MCP Server

A server application that provides PostGIS database connection using Model Context Protocol (MCP), enabling spatial database functionality through natural language interactions.

Decide Test MCP

Enables Claude to generate executable test cases from decision tables in CSV, JSON, or Markdown formats. Provides intelligent test planning guidance and generates Playwright/API test code with TypeScript support.

DeepL MCP Server

Enables translation and text rephrasing using DeepL's API through a cloud-deployed MCP server. Provides translation between multiple languages, text rephrasing, and language detection capabilities with professional deployment features.

Custom MCP Server

Un servidor MCP personalizado que integra la búsqueda de Brave, el sistema de archivos, GitHub y el pensamiento secuencial.

Salt MCP

Enables AI agents to build React applications using JP Morgan Chase's Salt Design System by providing real-time access to component APIs, documentation, and accessibility guidelines. It supports tasks such as scaffolding new projects, building UI patterns, and converting Figma designs into Salt code via the Model Context Protocol.

Twitter MCP Server

Model Context Protocol server that enables programmatic interaction with Twitter API, allowing users to post tweets, search for content, and retrieve user timelines through standardized MCP tools.

Flight MCP Server

A real-time flight tracking interface for LLMs that connects AI assistants to live aircraft data from ADS-B Exchange, enabling searches by location, specific flight tracking, military aircraft monitoring, and aviation pattern discovery.

Figma MCP Server

Brings Figma designs directly into MCP-compatible environments to view specifications and export frames as high-resolution images. It features smart section splitting for large frames and integrates with Jira to automatically fetch designs from ticket links.

Dynamic MCP Server

Creates custom MCP servers from JSON configuration files that can execute AI-powered tools by dynamically invoking Claude, Codex, or Gemini CLIs with configurable prompts and inputs.

Remote MCP Server Template (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers, enabling quick setup of custom tools accessible via SSE endpoints for AI assistants like Claude.

Bruno MCP Server

Integrates Bruno CLI for API testing, enabling users to run API requests and collections, manage environments, generate test reports (JSON/JUnit/HTML), and validate collection structures through natural language commands.

Apollo MCP Server

Enables sales intelligence and outreach automation through Apollo.io's 275M+ contact database. Supports prospecting, contact enrichment, email sequences, workflow automation, and pipeline management.

systerd-lite

An AI-Native OS Core that enables LLMs to autonomously monitor, control, and optimize Linux systems with 200+ system control tools covering process management, security, containers, and self-editing capabilities.

MCP Streamable HTTP Server Template

A dual-runtime template for building Model Context Protocol servers compatible with Node.js and Cloudflare Workers. It features integrated OAuth, encrypted token storage, and multi-tenant session management to simplify the creation of secure tool, resource, and prompt interfaces.

MCP Server Deepdive Deployment

An example Model Context Protocol (MCP) server that provides basic mathematical operations such as adding two numbers together. It serves as a demonstration for deploying and configuring MCP servers using Python and the uv package manager.

🛠️ dbt MCP Server

dbt-mcp-server

HiGHS MCP Server

Provides linear programming (LP), mixed-integer programming (MIP), and quadratic programming (QP) optimization capabilities using the HiGHS solver, enabling AI assistants to solve complex optimization problems like production planning, logistics, and portfolio optimization.

My Awesome MCP

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Serves as a template for building custom MCP servers with both stdio and HTTP transport support.

MCP Python Interpreter

Un servidor de Protocolo de Contexto de Modelo que permite a los LLM interactuar con entornos de Python, ejecutar código y administrar archivos dentro de un directorio de trabajo especificado.

Browserbase MCP Server

Enables cloud browser automation using Browserbase and Stagehand to interact with web pages, extract data, take screenshots, and perform automated actions with AI-powered natural language commands.

ATLAS Governance Gateway

A secure middleware that intercepts AI agent tool calls to evaluate risks and manage human-in-the-loop approvals via durable Inngest workflows. It ensures compliance with standards like the EU AI Act by pausing high-risk actions until authorized by a human reviewer.

DocGen MCP Server

Automatiza la creación de documentación estandarizada extrayendo información de archivos fuente y aplicando plantillas, con capacidades de integración para GitHub, Google Drive y Perplexity AI.

SSH MCP Server

An MCP server that enables AI assistants to execute shell commands and manage files on remote servers via SSH. It supports recursive directory uploads, archive extraction, and direct file creation from text content.

Asian Financial Filings MCP Server

Provides comprehensive access to financial filings from 7,700+ Asian companies through Japan's EDINET and South Korea's DART systems, enabling search, retrieval, and analysis of financial statements, XBRL data, and dimensional breakdowns.