Discover Awesome MCP Servers

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.

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.

MCP Picnic

Enables AI assistants to interact with Picnic online supermarket for grocery shopping, meal planning, cart management, delivery tracking, and budget-conscious shopping in Netherlands and Germany.

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.

judgment-pack-runtime

Serves offline document validation and evaluation operations of the Judgment Pack Specification to MCP clients over stdio, enabling agents to validate and evaluate JPS documents as tool calls. Supports conformance validation, experimental evaluation with disposition and error classes, and corpus testing.

garmin-mcp

Connects Garmin watch data to Claude Desktop, allowing users to ask natural language questions about their health and activity data from Garmin Connect.

SAP OData to MCP Server

Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data for querying, creating, updating, and deleting business entities through SAP BTP integration.

MCP Client/Server using HTTP SSE with Docker containers

HTTP SSEトランスポート層とDockerを用いて実装された、シンプルなMCPクライアント/サーバーアーキテクチャ。

Klaviyo API MCP Server

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

owa-mail-mcp

MCP server for corporate Exchange that provides access to email, calendar, and people directory via OWA JSON API.

X Search MCP

Controls Microsoft Edge to search X.com using an authenticated session, with validation to avoid returning stale content.

Word Cloud MCP

Enables creation of word cloud visualizations from various document formats (PDF, Word, TXT, MD) with intelligent text extraction, customizable themes, and multiple output formats (SVG, PNG, JPG, WebP).

Anki MCP Server

Enables AI assistants to manage Anki flashcard decks and cards through natural language, supporting deck creation, card additions (basic and cloze types), and review queue management.

sharebite-mcp

Enables interacting with Sharebite's corporate food ordering platform to browse group orders, search restaurants, view menus, and place orders.

opencode-mcp-bridge

A local MCP server that delegates coding tasks to a temporary OpenCode session and returns a completion report with changed files, tool calls, cost, and the subagent's reply.

TypeScript MCP Server Boilerplate

A starter template designed to jumpstart the development of Model Context Protocol (MCP) servers using TypeScript. It provides pre-configured examples for creating tools and resources, along with integration guides for MCP clients like Cursor.

tatastu-proof

Enables creating and verifying permanent, publicly verifiable content provenance stamps via MCP tools.

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.

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.

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.

hermes-action-bridge

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

huoshui-pdf-translator

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

@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.

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.

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.