Discover Awesome MCP Servers

ansys-aedt-mcp

Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc.) using MCP tools for simulation automation.

Spotify MCP Server

A MCP server for controlling Spotify playback, searching for content, and managing playlists via OAuth authentication.

ladder-mcp

Windows-first MCP bridge for Kimi Code CLI, exposing code analysis, editing, sessions, and diagnostics as tools for AI agents.

beads-viz

A read-only task graph visualizer for Beads projects, running as an MCP server in Claude Desktop or VS Code Copilot to display interactive DAGs, list views, and stats dashboards.

Hong Kong Transportation MCP Server

An MCP server providing access to Hong Kong transportation data, including passenger traffic statistics at control points and real-time bus arrival information for KMB and Long Win Bus services.

teammate-mcp

Enables Claude Code and OpenAI Codex to ask each other questions through iTerm panes, with no daemon or per-project configuration.

my-remote-mcp-py

A remote MCP Server demo using FastMCP and Streamable HTTP, offering tools (add, now, fetch_url_title, long_task with progress), resources, prompts, and autocomplete for remote client connections.

Disco

Superhuman data-driven science. Allows agents to upload any tabular dataset, specify a target column, and get validated predictive patterns (with p-values, effect sizes, and context from literature) that surface feature interactions and subgroup effects you'd otherwise miss. Many discoveries already made, free for open data!

Creative Ideation MCP Server

Utilizes the Google Gemini API to generate context-specific categories and diverse options for creative brainstorming. It features a random sampling function to help users bypass predictable AI patterns and discover unexpected, innovative ideas.

prometheus-mcp-server

A TypeScript-based MCP server that enables users to interact with Prometheus metrics using PromQL queries and discovery tools. It allows LLMs to retrieve time-series data, metadata, alerts, and system status directly from a Prometheus instance.

blumira-mcp

An MCP server for Blumira SIEM platform, enabling management of security event detection, alerts, and threat response through Blumira's API.

Weather MCP Server

Provides current weather information for any city worldwide using the free Open-Meteo API, enabling users to query temperature, wind speed, humidity, and weather conditions through natural language.

vmware-mcp

MCP server for controlling VMware Fusion/Workstation virtual machines via vmrun CLI, providing 32 tools for VM lifecycle, guest execution, and file operations without requiring a REST API daemon.

Remote MCP Server (Authless)

A remote MCP server deployed on Cloudflare Workers without authentication, enabling connection from AI Playground and Claude Desktop via mcp-remote proxy.

mcp-norwegian-weather

An MCP server that provides current weather conditions and hourly forecasts for locations across Norway using the MET Norway Locationforecast 2.0 API. It features coordinate support, geocoding for any Norwegian location, and built-in configurations for major cities.

visual-hunt-mcp

A local TypeScript MCP server for macOS that connects to Chrome via CDP to search and download high-quality image candidates from curated sources like Unsplash, Pexels, and others for use in posters, wallpapers, and inspiration boards.

mcp-numpy

An MCP server that exposes NumPy functionality as tools, enabling array creation, manipulation, mathematical operations, linear algebra, random sampling, statistics, and element-wise math through natural language.

pg-health

Archived MCP server for PostgreSQL health monitoring; functionality merged into pg-dash.

Mochify MCP

MCP implementation for connecting to the Mochify image processing API to convert, compress and resize images.

wtrl_mcp

Assist LLM writing Waterloo Docstrings, a format with emphasis on machine-verifyable normativity.

@mcp/openverse

An MCP server that enables searching and fetching openly-licensed images from Openverse with features like filtering by license type, getting image details, and finding essay-specific illustrations.

Fathom MCP Server

Enables querying meeting transcripts, summaries, and action items from Fathom directly in your MCP-compatible AI assistant, eliminating context switching while coding.

OCI Core Services FastMCP Server

A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that enables management of compute instances and network operations with LLM-friendly structured responses.

personal-knowledge

A portable, AI-agnostic second brain that stores typed memories with semantic recall and self-learning re-ranking, exposed to any MCP-capable AI as a local server.

mcp-server-email MCP server

I am a language model, and I don't have an email address. I am designed to process and generate text, and I don't have the capability to send or receive emails.

Singapore News MCP Server

Provides real-time news feeds from major Singapore news sources including The Straits Times, Business Times, and Channel News Asia. Delivers live news updates through Server-Sent Events for up-to-date information access.

cross-claude-mcp

A message bus that enables AI assistants (Claude, ChatGPT, Gemini, Perplexity) to communicate via shared channels using MCP or REST APIs.

parsec-mcp

Trade and monitor prediction markets across Polymarket, Kalshi, Opinion, Limitless, and PredictFun from any AI agent. Unified real-time data, live orderbook streaming, and order execution — one API key, one interface, five exchanges.

oxlint-mcp

An MCP server that integrates the high-performance Oxlint linter into AI-powered editors and development tools. It enables efficient JavaScript and TypeScript code analysis and linting through the Model Context Protocol.

appsmith-mcp

An MCP server that enables AI agents to build and edit Appsmith apps by driving the browser editor via WebDriver BiDi and Redux store manipulation.