Discover Awesome MCP Servers

fusion-mcp

Open-source MCP server for controlling Autodesk Fusion 360 from any AI agent, enabling 3D modeling operations via natural language.

SAP Note Search MCP Server

This MCP server allows Cursor AI users to search and retrieve SAP Notes and Knowledge Base articles using SAP Passport authentication and Playwright automation.

IEEE Xplore MCP Server

Allows users to search and retrieve academic papers, metadata, and citation counts from the IEEE Xplore digital library. It supports full-text search, author-specific queries, and publication tracking through the IEEE Xplore API.

Shortcut Universal MCP Server

Provides a standardized interface for interacting with Shortcut's tools and services through a unified API.

mcp-o11y

An MCP server that demonstrates comprehensive observability with Sentry, OpenTelemetry, and Braintrust, providing tools for file, data, and HTTP operations along with real-time status and configuration resources.

Kustomize MCP

An MCP server designed to help AI models refactor Kubernetes configurations by analyzing Kustomize dependencies and rendering manifest diffs across environments. It provides tools for computing file dependencies, rendering overlays, and comparing configuration changes through a checkpointing system.

Amadeus Flight Availabilities MCP App

An MCP server that integrates with the Amadeus Flight Availabilities Search API to allow users to search for available flights and view seat availability in real-time.

MCP Trenitalia

An MCP server for real-time Italian railway data, enabling natural language queries about train schedules, delays, departures, arrivals, and live tracking via the Viaggiatreno API.

Circulara Observe MCP Plugin

Provides Claude Code integration to capture LLM usage events and surface cost, carbon, and savings reports via tools and hooks.

modforge

Provides deterministic, audit-chain-backed Minecraft symbol migration and version-truth queries over MCP for AI assistants, enabling grounded rename resolution and API diffs without hallucination.

multi-cloud-llm-platform

Exposes multiple LLM providers (AWS Bedrock, OpenAI, Google Gemini, local Ollama) as MCP tools with automatic routing by task type and Prometheus metrics, enabling any MCP-compatible client to generate text, route prompts, and list providers.

Jira MCP Server

Enables MCP clients to interact with Jira for managing tasks, including fetching assigned issues and creating new tasks. It supports retrieving detailed task information and filtering by project or status using the Jira API.

GiljoAI MCP

A passive context server that stores product knowledge, generates structured prompts, and coordinates multi-agent workflows via the Model Context Protocol, enabling AI coding tools to share a full picture of the product.

mcp-app

Fetches public GitHub repositories and uses an LLM to generate a json-render UI specification.

pickuppatrol-mcp

An MCP server for PickUp Patrol that lets you read and change children's school dismissal plans, including weekly defaults, one-off date changes, and school dismissal options.

slide-review-mcp

Local MCP server for collecting visual review feedback from a live local HTTP preview target. It serves a browser Review UI, stores region annotations, and exposes finalized review sessions to agents through MCP tools.

mcp-weather-israel-playwright

Enables LLMs to fetch live weather forecasts for Israeli cities by controlling a Chromium browser to scrape weather data from weather2day.co.il.

feishu-demand-mcp

A self-hosted MCP server for managing a Feishu (Lark) demand pool and archiving daily reports. It exposes tools to list, get, create, update demands, and archive daily reports.

constellation1-mcp-server

Enables LLMs to access Constellation 1 real estate data APIs for property searches, agent research, and market analytics through RESO standardized interfaces.

MCP Help Article Server

MCP server that serves help articles to tenants with tenant isolation, enabling AI to search and retrieve tenant-specific content.

Jupiter MCP Server

Agent-ready MCP server providing access to Jupiter's DeFi API, with tools mapped 1:1 to real endpoints for crypto operations. Hosted free, no auth required.

mcp-server

A thin TypeScript MCP server that exposes engineering tools (Bitbucket, Jira, Confluence, ArgoCD) to MCP-compatible editors via a single API key per developer, delegating all service interactions to an internal backend.

agent-browser-mcp

An MCP server that provides browser automation capabilities, enabling LLMs to control a web browser for navigation, interaction, and data extraction.

Swagger API MCP Server

A server that fetches and parses Swagger/OpenAPI documentation from specified URLs, supporting multiple transport methods like stdio, HTTP, and SSE.

Weather-Prediction MCP Server

A weather MCP server that provides current conditions, forecasts, and prediction tools (umbrella, travel recommendations) so agents can answer natural-language weather questions.

groq-docs-mcp

Enables users to search Groq's API documentation using natural language queries through an MCP-compatible interface.

IBAMA Embargos

This MCP server enables users to issue IBAMA environmental embargo certificates (negative certificates) for individuals or companies using CPF or CNPJ, with a read-only tool and prepaid credits.

mcp-gdocs

MCP server for Google Docs, Google Drive, and Comments with flexible authentication, enabling document management, editing, formatting, commenting, and drive operations.

Local Power Automate MCP Server

A self-hosted MCP server that enables AI assistants to inspect and manage Microsoft Power Automate cloud flows and Dataverse records locally, using your own Azure identity.

Amadeus MCP Server

Enables natural language search for flights, hotels, tours, and city information via the Amadeus Travel API, with automatic USD currency conversion.