Discover Awesome MCP Servers

vibex-workflow-mcp

Enables creating, inspecting, validating, publishing, and debugging VibeX DAG Workflows as source files, with run control and safe revision management.

Remote MCP Server (Authless)

A template for deploying MCP servers on Cloudflare Workers without authentication. Provides a foundation for creating custom tools accessible via Server-Sent Events from both web-based and desktop MCP clients.

Polars Docs MCP

A FastMCP tool to search and retrieve Polars API documentation with support for multiple transport methods.

Grips Intelligence MCP Server

Provides access to Grips Intelligence e-commerce analytics data through Model Context Protocol. Enables querying domain performance metrics, channel breakdowns, ad spend data, and device analytics for e-commerce businesses.

ResembleMCP

Thử thách triển khai máy chủ MCP của Resemble AI

Nyko MCP Server

Provides production-ready implementation patterns for features like authentication, payments, and deployments to AI coding assistants. It enables developers to search and retrieve battle-tested code snippets and setup steps for full-stack tasks.

local-mcp-server

Exposes local file I/O, a restricted shell whitelist, and SQLite helpers for safe integration with AI clients like Cursor and Claude Desktop.

Universal Web Data Extraction Platform

Enables LLMs to extract content from websites using automated static and dynamic scraping engines with built-in anti-bot protections. It provides tools for web data retrieval and stores results in MongoDB with support for JSON and CSV exports.

Android MCP Server

AI-powered Android device automation via MCP. Control an Android phone with natural language through Claude Desktop, Cherry Studio, Kai 9000, or the built-in Web GUI.

vps-mcp-server

Gives AI assistants full control over a VPS via SSH, enabling command execution, file management, service control, Docker and firewall management.

Nyra Crypto MCP

Real-time crypto momentum signals, 24h BTC forecasts, and market regime data for AI agents. 5 tools: get_signal, get_all_signals, get_forecast, get_market_context, ping. CoinGecko live fallback, optional x402 micropayments.

Unloop MCP

Detects and breaks repetitive fix loops in AI coding assistants by tracking attempts and providing escalating intervention strategies. It utilizes error fingerprinting and similarity analysis to redirect the AI toward new approaches when it gets stuck on the same error.

pagouse-mcp

Provides read-only observation tools for Chromium pages, enabling agents to inspect page accessibility trees without mutation.

MCP Weather Server

Enables users to retrieve current weather alerts for US states and detailed weather forecasts by geographic coordinates using the US National Weather Service API. Built with Node.js and TypeScript following Model Context Protocol standards for seamless LLM integration.

fastf1-mcp-server

MCP server for Formula 1 data via the FastF1 library. Ask Claude (or any MCP-compatible client) about race results, lap times, telemetry, standings, pit stops, and qualifying — with historical data back to 1950 via the Ergast API.

@rog0x/mcp-log-tools

A set of MCP tools for parsing, filtering, analyzing, formatting, and computing stats on logs in common formats (JSON, Apache/Nginx, syslog, structured, custom regex).

GS Robot MCP Server

A Model Control Protocol plugin for controlling GS cleaning robots, supporting robot listing, status monitoring, navigation commands, task execution, and remote control operations.

Naver Flight MCP

A Model Context Protocol (MCP) server built with mcp-framework that provides tools for flight-related operations. This appears to be a template or starter project with example tools that can be extended for flight search and booking functionality.

LinkedIn Data API MCP Server

Enables access to comprehensive LinkedIn data, including professional profile details, company information, and social engagement metrics. It supports searching for people, retrieving posts and comments, and fetching detailed experience, skills, and recommendations.

System Information MCP Server

Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.

hermes-action-bridge

Enables external agents to delegate real-world actions to Hermes Agent via MCP tools such as hermes_run and hermes_plan.

agent-mesh

Provides a messaging multiplexer for agents using Redis streams, allowing Claude Code to send, receive, and ping other agents through MCP tools.

huoshui-pdf-translator

An intelligent PDF translation assistant specializing in academic papers with mathematical formulas, enabling context-aware translation with layout preservation.

copilot-memory-store

Enables AI tools like GitHub Copilot to manage and persist context using a local JSON-based memory store. Provides CLI, MCP server, and VS Code integration for storing, retrieving, and managing context entries.

LinkForty MCP Server

Connects AI assistants like Claude and Cursor to LinkForty deep links and analytics, enabling natural language management of links, analytics, templates, projects, and SDK integration.

Google Flow Safe MCP

Safe MCP server for Google Flow that opens a separate Chrome instance, handles authentication, and enables video generation and download, without affecting the main Chrome profile.

practice-fusion-mcp

Enables read-only FHIR access to Practice Fusion EHR to search patients, appointments, conditions, medications, and lab results.

opencode-export

Enables AI agents to list, inspect, and export OpenCode AI coding sessions as HTML/JSON archives with secret redaction and token statistics.

Remote MCP Server on Cloudflare

A deployable Model Context Protocol server on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.

ghosthunt

GhostHunt is an MCP server that scans your development machine for API keys, tokens, and credentials hiding in places you forgot to check.