Discover Awesome MCP Servers

AWS Health MCP Server

MCP server that exposes AWS Health API as tools for checking service health, events, and scheduled maintenance at account or organization level.

Trace MCP

Detects schema mismatches between data producers and consumers through static analysis, supporting extraction, comparison, code generation, and automated validation with watch mode for MCP tools, APIs, and service contracts.

MCP Weather Server

Provides real-time weather forecasts and active weather alerts for US locations using the National Weather Service API. It enables users to retrieve detailed local forecasts via coordinates and monitor state-specific weather warnings.

mireye-mcp

Exposes Mireye Earth's geospatial data API as MCP tools (mireye_ask and mireye_fetch) for querying location-based information like elevation, flood zones, and wildfire risk for US places.

shadcn-ui MCP Server

Provides reference information for shadcn/ui components through a Model Context Protocol server that helps AI assistants access component documentation and examples.

team-tracker-mcp

MCP server for team task tracking, code review, and activity monitoring via Claude Code. Assign tasks, track branch activity, review code, and get daily summaries through natural language.

NTP MCP Server

Provides accurate time information from Network Time Protocol (NTP) servers with timezone support and security filtering. Features whitelist-based server approval, blocks unauthorized sources, and delivers structured time output with fallback mechanisms.

Claude Code MCP Server

Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing teams to interact with Claude Code through a Slack bot interface.

nanmesh-mcp

MCP server for NaN Mesh, enabling AI agents to search entities, cast trust reviews, register agents, post content, and query trust scores from the AI trust network.

clo3d-mcp

Enables AI-assisted garment design by letting Claude (or any MCP host) drive CLO3D — import projects, dress avatars, assign fabrics, simulate cloth, render, and export, all from a chat.

mcp-gtv

MCP server for controlling Google TV devices via natural language. Enables key presses, text input, and app launching on paired devices.

JIRA MCP Server

Enables AI systems to interact with JIRA through natural language, allowing users to retrieve issue details, create new tickets, search using JQL, and access project information.

PDF MCP Server

Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vector search) and retrieval-augmented generation, returning structured answers with source citations and confidence scores.

Talon MCP

An MCP server for the Talon accessibility framework that surfaces logs, configuration details, and status information. It enables users to interact with the Talon Python REPL to execute code and manage the framework through natural language.

Awesome DevOps MCP Servers

MCPServers in the DevOps domain.

Kabuzz MCP Server

Enables any MCP-compatible AI agent to browse, negotiate, purchase, message, and transact on the Kabuzz resale marketplace without writing REST integration code.

Foggy Data MCP Bridge

A semantic layer query engine with MCP support, enabling AI assistants to query structured data through natural language and declarative interfaces.

gmail-send

Enables AI agents to send emails via Gmail using App Password authentication with Markdown content support.

Astro Docs MCP Server

An MCP server that provides AI assistants with access to Astro documentation, enabling them to search and reference Astro docs when helping users with Astro-related tasks.

TestRail MCP Server

An mcp server for testrail

servicenow

Connects Claude Desktop directly to a ServiceNow instance for incident management, service catalog, workflow tools, and AI-powered smart incidents and KB generation using Gemini.

qa-ai-agents

Enables automated QA testing by running a pipeline of AI agents that generate test scenarios, architect test layers, write Playwright tests, and review code, all grounded in feature requirements and API contracts.

article-mcp

Enables multi-source literature search, full-text retrieval, reference analysis, and journal quality assessment across Europe PMC, PubMed, arXiv, CrossRef, OpenAlex, and EasyScholar via the MCP protocol.

Universal Gas Framework MCP Server

Enables AI agents to perform gasless cross-chain transactions by paying with supported tokens on one chain and executing on another, all without exposing private keys.

Remote MCP Server

Enables deployment of MCP servers on Cloudflare Workers without authentication, allowing users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground. Provides a template for building remote MCP servers that can be accessed via HTTP endpoints.

smsmanager

MCP server for sending SMS messages via SmsManager.cz HTTP API, supporting high, economy, and low delivery gateways.

TaskForge

MCP server that enables AI agents to manage tasks, boards, lists, and comments on a Kanban-style project management system through JSON-RPC methods.

Dreambot Scripting MCP

Enables AI to write DreamBot OSRS scripts by providing real-time access to the DreamBot API 4.0 JavaDocs and best practices.

xlsx-for-ai

50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

fmp-mcp

Enables AI agents to analyze stocks, screen markets, compare peers, read earnings calls, and track sector rotations using live financial data from Financial Modeling Prep.