Discover Awesome MCP Servers

Ops MCP Server

Provides tools for AI assistants to manage and diagnose MWAA Airflow environments, EMR Serverless jobs, S3 files, and Confluence documentation. It features automated pipeline failure diagnosis and comprehensive log retrieval across these integrated platforms.

RepoMap

A powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generating

linkedin-mcp-server

A production-ready MCP server that enables AI agents to autonomously create, manage, and engage with LinkedIn content through the official LinkedIn REST API.

qt-mcp

A local stdio MCP server that wraps Qt 5.14.2 + MinGW toolchain into Python tools, enabling AI assistants to scaffold, build, run, test, format, deploy, and analyze Qt C++ projects directly in conversation.

interview-mcp-server

Intelligent interview assistant that parses resumes, generates interview questions, records conversations, and produces evaluation reports for technical interviews.

x-mcp

An MCP server for interacting with X/Twitter, enabling posting tweets, searching, user info, timeline, liking, retweeting, and deleting tweets.

mcp-base64

Provides tools to encode files to Base64 strings and decode Base64 content back to files, supporting both text and binary formats.

@mnicole-dev/updown-mcp-server

An MCP server for Updown.io that enables managing website monitoring checks, viewing downtimes and metrics, configuring alert recipients, and controlling status pages through natural language.

paddleocr-mcp

A local OCR MCP server that extracts text from images using PP-OCRv6 for fast text extraction and VL-1.6 for document structure analysis, with automatic model routing and GPU detection.

playwright-slim-mcp

A proxy MCP server that summarizes Playwright accessibility snapshots using Claude Haiku, reducing context usage for efficient browser automation.

Local Dominator MCP Server

Connects AI agents to pull SERP rankings, site audit issues, AI Tracker visibility, geogrid scans, and review data from a Local Dominator account.

API-Central

Enables conversational automation of HPE Aruba Central network operations through Claude Code. Provides 88 tools across monitoring, configuration, and operations domains for device migration, SSID management, switch provisioning, and GreenLake Platform integration.

CodeRAG

An MCP server that transforms codebases into knowledge graphs using Neo4J, enabling AI assistants to understand code structure, relationships, and metrics for more context-aware assistance.

GDMCP

MCP server that enables AI agents to control and interact with Godot 4 editor, allowing scene manipulation, file editing, and project inspection through natural language.

web-search

Enables web searching via DuckDuckGo, fetching webpage text, and checking URL availability in LM Studio Bionic.

SearchConsole.ai

Read-only MCP server for Google Search Console data, enabling search analytics, URL inspection, indexing diagnostics, and sitemap management through MCP clients.

json2video MCP Server

Enables programmatic video generation via the json2video API, supporting scene and element creation, status polling, and template management.

jlcpcb-mcp

MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets, and PCB/3D printing ordering via authenticated API.

kiro-frontend-engineer-mcp

An MCP server implementing a 7-stage agentic frontend workflow—from design audit to PR review—including AI-driven component generation, browser validation, E2E testing, and CI self-healing.

Arcas OnlineEDA MCP Server

Provides programmatic access to Arcas OnlineEDA platform for electronic design automation, enabling formal verification, equivalence checking, power analysis, security verification, and FPGA design through natural language and automated workflows.

Catalunya Open Data MCP

Enables discovering, describing, and querying public datasets from Catalunya, including Socrata, IDESCAT, and Open Data BCN portals.

symath

High-precision mathematics server for MCP clients, providing exact integer arithmetic, symbolic derivatives, and numerical calculus via LaTeX-style input.

trello-mcp-server

Enables AI assistants to manage Trello boards, lists, cards, labels, checklists, members, comments, and attachments through natural language.

mcp-datos-ar

Enables querying Argentina's national time-series data from apis.datos.gob.ar through natural language, as part of the Pipeworx MCP gateway.

simple-notify-mcp

Provides text-to-speech and Telegram notification capabilities via the Model Context Protocol. Supports multiple TTS providers and Telegram messaging with optional setup web interface.

geocodage-mcp

MCP server for geocoding French addresses, POIs, and cadastral parcels using the Géoplateforme API. Supports direct geocoding, reverse geocoding, and capability queries.

SnapBack

Enables local-first task contract generation and drift/sludge guard checks for coding tasks, with CLI and VS Code extension support.

Chromanche

Lets any MCP-capable coding agent drive your real, logged-in Chrome through a local MCP server and MV3 extension.

YouTube MCP

Um servidor de Protocolo de Contexto de Modelo que analisa vídeos do YouTube, permitindo que os usuários extraiam transcrições, gerem resumos e consultem o conteúdo do vídeo usando a IA Gemini.

TP-Link Omada MCP server

A Model Context Protocol server that exposes TP-Link Omada controller APIs to AI copilots and automation workflows, enabling listing sites, devices, clients, and invoking arbitrary Omada endpoints.