Discover Awesome MCP Servers

Needle MCP Server

Enables local structured extraction, classification, and summarization of text with automatic context management and caching, keeping data on your machine.

kyoto-assistant-mcp

A Kyoto travel planning assistant that uses Wikivoyage API and LangChain/LangGraph to provide real-time attraction info, operating hours, and dynamic itinerary adjustments through MCP tools.

mcp-proof

Audits any MCP server (stdio or Streamable HTTP, legacy or modern era) with wire-level conformance, security, and behavior-regression checks, producing a fingerprinted delivery report and CI regression suite.

OpenVSP MCP Server

Enables automated geometry editing and aerodynamic analysis using OpenVSP and VSPAero through natural language. Provides tools to modify aircraft geometry parameters and run computational fluid dynamics simulations programmatically.

poof-mcp

An MCP server that enables AI agents to control the macOS Terminal.app using AppleScript and the zmx session manager. It allows agents to send keystrokes, type text, and capture screen output in real-time.

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.

Doris MCP Server

Enables natural language querying of Apache Doris databases via LLM-powered SQL generation, execution, and metadata management through the MCP protocol.

tdai-memory-mcp

Local-first MCP memory server that gives AI coding agents long-term memory via SQLite and sqlite-vec, with optional LLM-powered layering. No gateway or API key required.

Courses MCP Server

Enables LLMs to interact with FIT CTU course materials, including listing subjects, navigating subpages, reading content as Markdown, and performing keyword searches.

mcp-consensus

A Model Context Protocol (MCP) server that implements an advisor-based consensus mechanism for collaborative problem-solving using multiple AI models, enabling structured discussion and debate among 5 specialized advisors to reach optimal solutions.

rive-analyzer

Enables AI assistants to inspect, validate, control, and ship Rive animation files with 11 tools for parsing, scanning, generating types, comparing files, and more.

discord-mcp-server

Wraps a Discord bot as an MCP server to integrate with Claude Team, enabling reading and sending messages in Discord channels via natural language commands.

easyshell

Model Context Protocol server for EasyShell: manage hosts, execute scripts, orchestrate multi-host tasks, schedule AI inspections, and access infrastructure operations from AI assistants.

HPSSC MCP Server

This server enables communication with the Himachal Pradesh Staff Selection Commission API, allowing users to interact with HPSSC services through natural language using the Multi-Agent Conversation Protocol.

Repo Docs MCP

A generic MCP server that exposes local repository checkouts, allowing users to search and read code and documentation through natural language. It supports multiple instances, enabling seamless interaction with various codebases via configurable tool prefixes and URI schemes.

Interactive Feedback MCP

A Node.js MCP server that enables human-in-the-loop workflow for AI development tools, allowing users to run commands, view output, and provide textual feedback directly to AI assistants.

data-gov-sg

Enables access to Singapore government open data and real-time environment/transport feeds including weather, air quality, taxi availability, and traffic incidents.

cfabric-mcp

Enables AI agents to perform corpus analysis tasks such as discovery, search, and data access via the Model Context Protocol.

Crawlab MCP Server

AI 애플리케이션이 자연어를 통해 Crawlab의 기능과 상호 작용할 수 있도록 지원하는 모델 컨텍스트 프로토콜 서버로, 스파이더 관리, 작업 실행, 파일 작업 등을 가능하게 합니다.

origo-bc-mcp-server

Connects AI clients like VS Code Copilot and Claude Desktop to Microsoft Dynamics 365 Business Central via the Cloud Events API.

weblens-mcp

Enables AI agents to fetch and render web pages (including JavaScript-heavy SPAs) with headless Chromium, extract readable content with Mozilla Readability, capture navigation links, download images, and return a clean markdown file path.

iphone-safari-mcp

MCP server that drives Safari on a physically attached iPhone via Apple's safaridriver, enabling navigation, screenshots, DOM snapshots, console logs, network timings, and tap/type/scroll actions on the real device. No Xcode, Appium, or WebDriverAgent required.

YouGile MCP

An unofficial, security-focused MCP server for YouGile REST API, providing policy-controlled tools with read-only defaults and optional direct-write profiles.

Scribe MCP

Transcribes audio/video files, generates summaries and structured knowledge items, and supports Notion integration and chat-based interaction. Works as a standalone CLI, Notion integration, or MCP server tool for agent ecosystems.

yt-mcp-server-odoo

An MCP server that enables AI assistants to interact with Odoo ERP, allowing natural language queries, record creation, updates, and deletions.

mcp-calculator

Enables users to perform mathematical calculations through natural language by integrating an AI model with calculator tools via the Model Context Protocol.

fiken-mcp

Enables AI assistants to manage invoices, contacts, purchases, journal entries, and other accounting operations via the Fiken API.

Remote MCP Server Authless

A deployable MCP server on Cloudflare Workers that allows you to create and expose custom tools to AI assistants without requiring authentication.

casino-mcp

Control CASINO quantum Monte Carlo calculations: start a run, poll whether it is still running, stop it, list past jobs — and read CASINO's out file as structured data instead of 4000 lines of text.

RepoMind Bridge

Enables coding agents to receive and act on voice-captured tasks delivered as GitHub issues, including retrieving full context, adding notes, asking the developer questions, and closing tasks when complete.