Discover Awesome MCP Servers

kasra-mcp

Enables local code review and security scanning by reading files and sending them to the Kasra API for analysis, integrating with AI tools like Claude Desktop and Cursor via the Model Context Protocol.

Toronto MCP Server

An MCP server that provides tools for intelligently querying, analyzing, and retrieving datasets from Toronto's CKAN-powered open data portal. It enables AI assistants to perform natural language searches, inspect data structures, and track dataset update frequencies across the city's open data catalog.

obsidian-notes-rag

Enables semantic search and retrieval over an Obsidian vault using local or API-based embeddings, allowing AI assistants to find notes by meaning, get related content, and pull context during conversations.

Outlook MCP Server

Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emails through a standardized interface.

Stock Snapshot MCP

A minimal MCP server that provides stock snapshots including company metadata, latest quote, fundamentals, and daily price history via the Alpha Vantage API.

LongBook Verifier

An MCP server that evaluates whether retrieval methods and AI outputs are grounded in long narrative manuscripts by retrieving evidence and scoring coverage deterministically, without external model APIs. It provides tools for chunking, indexing, retrieval, and evaluation.

UnityAutonomousMCP

A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Model Context Protocol with AI decision-making, enabling intelligent task planning, editor automation, and multi-agent coordination.

AI Gateway MCP Server

Provides unified access to multiple AI providers through Vercel AI Gateway, enabling question answering, web search, multi-model research, and model listing.

ScrapeUnblocker MCP Server

Enables fetching any web page's HTML by bypassing anti-bot protection, and also provides AI-parsed structured data and Google search results.

arcgis-glasgow

Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zoning, public works) via natural language or direct tools: search datasets, query layers with SQL-like filters, and retrieve layer schemas.

MCP Node Server

了解しました。「A basic Node.js server for MCP」を日本語に翻訳します。 **MCP用の基本的なNode.jsサーバー** より具体的に表現したい場合は、以下のような選択肢もあります。 * **MCPのためのシンプルなNode.jsサーバー** * **MCPに対応した基本的なNode.jsサーバー** 文脈によって最適な表現を選んでください。

Amadeus-QQ-MCP

An MCP server that enables AI clients to send and receive QQ messages through NapCatQQ (OneBot v11) for both private and group chats. It supports message context management, real-time WebSocket listening, and human-like typing simulation.

Universal Firefly III AI Bridge

Provides comprehensive AI-agnostic access to all Firefly III personal finance features via 66 tools, enabling natural language management of accounts, transactions, budgets, and more.

Instagram Ads MCP Server

Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleting Instagram ads via natural language.

UserFlow MCP

Simulates real users navigating your app and delivers qualitative UX feedback, including persona-driven testing, auto-friction detection, and WCAG accessibility audits.

BinjaLattice

Binary NinjaデータベースおよびLLMとのインターフェースを行うためのMCPサーバーとのリモート通信用プラグインインターフェース。

Atlassian MCP Server for Heroku

An MCP server that provides integration with Jira and Confluence for managing issues, boards, sprints, and documentation pages. It is specifically designed for native deployment on Heroku to enable AI models to interact with Atlassian resources using standardized tools.

CS-Cart MCP Server

A Model Context Protocol server that provides comprehensive tools for managing CS-Cart e-commerce stores, enabling product management, order handling, and sales analytics.

Muibook Guidelines MCP Server

Provides design system guidelines and component documentation to Cursor Desktop, enabling accurate advice on UI components, patterns, and best practices.

Weather MCP Server

Provides current weather conditions and forecasts for any location using the Open-Meteo API.

Omni-NLI

Provides natural language inference (NLI) capabilities via the Model Context Protocol, allowing AI agents to verify factual consistency and detect contradictions in text.

MCP-Weather Server

An intermediate agent server that enhances LLMs with weather data capabilities using the Model Context Protocol (MCP) framework, enabling retrieval of real-time weather information.

Penny NotebookLM Research

MCP server that automates YouTube research by finding viral videos, analyzing transcripts via Google NotebookLM, and generating content ideas and scripts.

memini

Local-first project memory for AI coding agents. Records failed attempts, fragile files, and decisions per repo, and warns the agent via hooks before it repeats a recorded mistake.

Subindex MCP Server

Generates, validates, and updates structured research tables by synthesizing multiple AI queries, enabling AI agents to autonomously drive research workflows.

Smart Home MCP Server

Enables control of TP-Link Kasa smart home devices through natural language commands. Supports device control, lighting scenes, room-based organization, and real-time status monitoring for smart plugs and bulbs.

RuTracker MCP Server

Allows users to search and browse torrents on rutracker.org, retrieving detailed metadata including magnet links and file lists. It automatically handles authentication by extracting session cookies from the Brave browser on macOS.

user-story-context-mcp-server

Enables MCP-capable agents to retrieve relevant slices of a user-story knowledge graph (stored in Supabase + pgvector) using three retrieval verbs: find_related, find_crossover, and query_stories.

gitlab-review-mcp

Enables interaction with GitLab projects, merge requests, issues, and code reviews through Claude AI, providing tools for code review and project management.

Jenkins MCP

MCP server that connects AI agents to Jenkins, supporting stdio and HTTP transports with tools for jobs, builds, logs, and queue management.