Discover Awesome MCP Servers

ABS MCP Server

An MCP server that provides AI assistants with access to Australian Bureau of Statistics data through the SDMX-ML API, enabling statistical data querying and analysis.

Wellington Transport Assistant

Provides tools to search stops, get next departures, and retrieve service alerts from Metlink's real-time public transport data, enabling natural language queries about Wellington transit.

MCP Memory

MCP Memory is a MCP Server that gives MCP Clients the ability to remember information about users across conversations using vector search.

ImaginePro MCP Server

Enables AI assistants to generate images and videos through natural language using ImaginePro's API. Supports text-to-image generation, video creation, image upscaling, variants, inpainting, and multi-modal generation with real-time progress tracking.

Postman

Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman. Use natural language to prompt AI to automate work across your Postman collections, environments, workspaces, and more.

PageFly Refund MCP Server

An MCP server for Crisp's Hugo AI Agent that automates PageFly refund request handling with tools for subscription lookup, refund calculation, and case management. It integrates with Turso/libSQL for persistent case state tracking across three operational layers.

Airmail MCP

MCP server for Airmail — manage emails, calendars, contacts, and more from AI assistants.

jlceda-mcp

Enables AI agents to interact with 嘉立创 EDA for PCB design tasks including project management, component libraries, rule checking, and manufacturing constraints.

Vitest MCP Server

AI-optimized Vitest interface that provides structured test output, visual debugging context, and intelligent coverage analysis for more effective AI assistance with testing.

A Cloud Automator MCP server

Um servidor MCP não oficial para usar a API REST do Cloud Automator.

@mob999/cube_mcp

Provides AI assistants with semantic layer visibility and multi-dimensional querying capabilities over Cube.js data.

Rememberizer MCP Server

Enables semantic search and retrieval of information from personal and team knowledge repositories including Slack, Gmail, Dropbox, Google Drive, and uploaded files. Allows storing new information for future recall through AI-powered search.

Oracle Financials Cloud MCP Server by CData

Oracle Financials Cloud MCP Server by CData

Lens MCP

Provides browser-grade web access by rendering pages to markdown, taking screenshots, and fetching images using headless Chromium/Firefox (Playwright) and httpx.

mcd-demo

Testando a criação de servidores MCP simples e a integração com o agente LangChain.

Coinmarket MCP Server

Enables access to CoinMarketCap API data, including latest cryptocurrency listings and token quotes, through natural language.

Remote MCP Server

A serverless implementation of Model Context Protocol (MCP) on Cloudflare Workers that allows AI models to access custom tools without authentication.

mcp_repo_9ebf5242

Este é um repositório de teste criado pelo script de teste do Servidor MCP para o GitHub.

PC Manager

AI-powered PC management system with 80+ MCP tools for Cursor, Claude, and other AI agents.

hike-finder

Finds marked hiking routes from OpenStreetMap filtered by locally-computed elevation gain, distance, loop shape, and car/chairlift access, providing consistent and tunable metrics instead of third-party scraped data.

llmkit-mcp-server

Query AI spending data from LLMKit. Track costs, budgets, usage stats, and session summaries across 11 AI providers.

acu-mcp

Enables read-only analytics queries on Acumatica ERP data, including sales orders, inventory, shipments, invoices, purchase orders, customers, and OData generic inquiries.

react-perf-mcp

An MCP server that runs parallel AI agents to analyze React components for performance issues, including unnecessary re-renders, memoization errors, bundle size problems, and profiling concerns.

Aviation Weather MCP Server

Provides access to aviation weather data from aviationweather.gov, enabling LLMs to fetch and analyze METAR, TAF, PIREPs, AIRMETs, and other aviation weather information.

Google Earth Engine MCP Server

MCP server for interacting with Google Earth Engine, enabling geospatial analysis such as dataset visualization, statistics computation, and search via AI assistants.

akb

MCP-native knowledge base for AI agents — vault-scoped docs, tables, and files, git-versioned, with hybrid search (BM25 + pgvector dense + reranker) and an event stream so external consolidators / gardeners stay decoupled.

PCQ

Python library for agent-operable experiment evidence and control. Bring any training code

openmarkets

A Model Context Protocol (MCP) server for agentic retrieval of financial data from Yahoo Finance, enabling stock information, historical data, analyst data, and more.

Microsoft Fabric MCP Server

A Python MCP server that lets you manage Microsoft Fabric through natural language in Claude Code or Claude Desktop, with 77+ tools covering workspaces, lakehouses, warehouses, SQL, DAX, semantic models, notebooks, pipelines, OneLake, and Microsoft Graph.

smaregi-mcp

Enables interaction with the Smaregi POS API to manage products, sales, inventory, and member information directly through Claude Code. It provides a suite of CRUD tools and comprehensive API documentation to streamline retail management via natural language.