Discover Awesome MCP Servers

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.

Snowfort Circuit MCP

A comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with auto-snapshots and element references.

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.

NexusMind

An MCP server that leverages graph structures to perform sophisticated scientific reasoning through an 8-stage processing pipeline, enabling AI systems to handle complex scientific queries with dynamic confidence scoring.

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.

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.

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.

huoshui-pdf-translator

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

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.

youtube-watchlater-mcp

Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, bypassing YouTube API limitations. Also supports downloading video subtitles.

mcp-ai-roi-calculator

Calculates ROI, break-even, and cost projections for AI agents and automation projects, providing instant answers without external APIs.

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.

SEOAnalytics Read MCP

Read-only MCP server that retrieves SEO analytics data from WordPress, Google Search Console, and Google Analytics 4, enabling users to fetch posts, search performance, page metrics, and more via natural language.

local-search-gateway-mcp

Provides a free, no-paid-API web search gateway for AI agents using DuckDuckGo and Bing HTML scrapers, with tools for search, URL fetching, and text extraction.

vibex-workflow-mcp

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

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.

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

Resemble AI MCP 服务器实现挑战 (Resemble AI MCP fúwùqì shíxiàn tiǎozhàn)

MCP Client/Server using HTTP SSE with Docker containers

一个使用 HTTP SSE 传输层，并采用 Docker 容器化的 MCP 客户端/服务器架构的简单实现。

Klaviyo API MCP Server

Provides comprehensive tools and resources for managing Klaviyo marketing automation, including profiles, lists, campaigns, flows, and more through natural language.

FluxCD MCP Server

FluxCD MCP Server

pyaireader

MCP server for safely reading public URLs for AI agents, providing tools to fetch, extract, cache, and inspect web content as evidence.