Discover Awesome MCP Servers

Real Estate MCP Server

Enables real estate property searches with location and criteria filtering, plus comprehensive mortgage calculations including monthly payments and affordability analysis. Currently uses mock data for property searches but provides full mortgage calculation functionality.

damai-mcp

MCP server enabling AI to control Android devices via ADB for automated ticket grabbing from Damai, Maoyan, and Fliggy.

yuque-mcp

Enables to interact with Yuque knowledge base API through MCP. Supports discovering, reading, creating, updating, deleting docs and repos, managing groups and members, and using Yuque content as a research knowledge base.

FreshRSS MCP Server

Enables interaction with a FreshRSS instance to manage RSS feeds, read and organize articles, and handle subscriptions through natural language.

mcp-memory

Smart memory for AI agents. Solves the Karpathy problem: memories decay, topics are frequency-weighted, one-time questions don't become obsessions. 7 tools. Zero deps.

solana-mcp

Enables AI agents to interact with the Solana blockchain for DeFi, NFTs, and Web3 tasks through 38 tools, 10 prompts, and 7 modules.

claw-tsaver

An MCP server that helps AI agents reduce token usage by compressing, summarizing, and managing conversation/context data more efficiently.

Freepik Seedream MCP Server

Enables AI image generation using Freepik's Seedream 4.0, image editing with natural language, and searching/downloading stock photos, vectors, and PSDs from Freepik's library.

Mind Map MCP

Automatically generates mind map images from text content using Coze API workflow. Returns accessible image links that can be used in MCP-compatible tools like CodeBuddy, Cursor, and Qoder.

dbt-core-mcp

Enables interaction with dbt projects via the Model Context Protocol for data analysis and insights.

e11y-docs-mcp

MCP server that provides access to web accessibility documentation, enabling search and retrieval of W3C WAI-ARIA patterns and accessibility best practices.

Danbooru Search MCP

Searches Danbooru for anime/game characters and their associated tags, providing tools to retrieve character profiles, co-occurring tags, wiki descriptions, and tag implications.

kaiten-mcp

MCP server for Kaiten kanban boards, enabling task management via AI assistants like Cursor and Claude Code.

Trapper Keeper MCP

An MCP server that automatically manages and organizes project documentation using the document reference pattern, keeping CLAUDE.md files clean and under 500 lines while maintaining full context for AI assistants.

job-search-mcp

Enables searching justjoin.it for job listings and tracking applications locally with status updates, all via natural language in Claude.

Apple MCP Server

Enables interaction with Apple apps like Messages, Notes, and Contacts through the MCP protocol to send messages, search, and open app content using natural language.

Amap MCP Server

Provides comprehensive geographic information services and route planning for AI agents via the Amap (Gaode Maps) API. It supports geocoding, multi-modal navigation, POI searches, and administrative region queries.

Upmind MCP Server

Enables API documentation lookup and live API tools for managing Upmind platform resources like brands, products, clients, invoices, and tickets through natural language.

chutes-media-mcp

Generates images, videos, music, and speech via the Chutes API, saving assets directly into the project workspace.

MCP Example Netlify Express

A basic example of developing and running serverless MCP using Netlify Functions.

Gmail + SAP MCP Server

Provides MCP tools for searching, reading, and drafting Gmail emails, as well as querying SAP OData endpoints with safe read operations and mock mode.

aws-architecture-scanner

Scans AWS environments and generates professional architecture diagrams showing VPC networking, compute, storage, and security resources.

Cognitive Diagram Navigation MCP Server

An advanced MCP server implementing diagrammatic reasoning with memory-augmented spatial exploration, enabling structured chain-of-thought reasoning through visual reasoning spaces.

vps-ops-mcp

A safe, structured MCP server that lets AI inspect and operate a VPS through typed, allowlisted tools for nginx, PM2, SSL, UFW, fail2ban, with read-only defaults and opt-in mutations.

Hubble MCP Server

A Python-based Model Context Protocol server that integrates with Claude Desktop, allowing users to connect to Hubble API services by configuring the server with their Hubble API key.

arXiv MCP Server

Enables interaction with arXiv.org to search scholarly articles, retrieve metadata, download PDFs, and load article content directly into LLM context for analysis.

Mendix Context Bridge

Enables AI agents to read and understand local Mendix project structure and logic by connecting directly to the .mpr file via MCP. Allows querying microflows, entities, attributes, and modules in read-only mode without requiring cloud access.

hwpConverMdMCP

An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown for analysis and processing. It supports document conversion via local file paths or Base64 content across various MCP-compatible clients.

fallclinicpractice-mcp

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools + resources in any MCP client.

MCP Serp

An MCP server that provides structured Google Search capabilities including web, images, news, videos, maps, and local places via the AceDataCloud SERP API. It enables AI clients to perform localized searches and retrieve detailed information from the Google Knowledge Graph.