Discover Awesome MCP Servers

io.github.KoyoYeager/pystub

Automatically detects packages that can be stubbed during Python exe building and generates minimal stub code to reduce executable size.

graphmemory

An MCP server that builds a semantic graph memory from a project directory, indexing documentation and code into graph structures and exposing 70+ MCP tools for search, knowledge management, task management, and more.

VMware-AIops

AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

FireScrape MCP Server

Enables AI models to search the web using DuckDuckGo, scrape webpage content in markdown format, and browse/read local files for code analysis and debugging.

qenex-pathfinder

Provides security scanning tools for Claude Code, enabling real-time vulnerability detection, code analysis, and rule explanations for codebases.

Memex-Wiki MCP Server

Provides AI agents with a secure offline-first long-term memory system using Obsidian Markdown vault and 3D knowledge graph, with RLM-based querying to avoid context overload.

Zoho CRM MCP Server

Enables AI assistants to interact with Zoho CRM data through secure OAuth authentication, supporting comprehensive CRM operations including record management, search, bulk operations, and lead conversion.

Lightbrush Booking Agent MCP

A development framework for restaurant booking automation that is currently only ~5% functional with mock implementations. The actual booking functionality, MCP integration, and web automation features are not yet implemented.

Satori MCP Server

An MCP server that generates beautiful images from React components using Satori. Create social cards, blog headers, quotes, and custom images directly through AI assistants like Claude.

Stripe MCP Server

Enables natural language interaction with Stripe accounts to query customers, revenue, invoices, subscriptions, disputes, and issue refunds.

NetForensicMCP

An MCP server for offline network forensic analysis and threat intelligence, enabling LLMs to analyze PCAP files, extract streams, detect threats, and identify credentials using tshark.

Daedalus MCP

A local MCP server that scans workspaces, detects projects and technologies, and creates reusable agents for planning, rules validation, performance review, and architecture review per project.

AIoT MCP Server

A Model Context Protocol server for AI agents to discover and control IoT devices through MQTT, using the AIoT Agent Network Protocol for device registration and communication.

WolfTech DNS MCP Server

Provides DNS lookup and email authentication diagnostic tools (SPF, DKIM, DMARC, MX, etc.) for use with MCP-compatible clients. Enables natural language queries to check DNS records and email health.

smaregi-mcp

Enables interaction with the Smaregi POS API to manage products, sales, inventory, and member information directly through Claude Code. It provides a suite of CRUD tools and comprehensive API documentation to streamline retail management via natural language.

Senior Life Care MCP

Provides 20 tools across 6 categories (pension/welfare, health/medical, care, leisure/culture, living support, and safety/emergency) to help seniors aged 60+ easily understand and access Korean welfare services and benefits.

Remote MCP Server on Cloudflare

A template for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers with OAuth authentication and SSE transport. It enables LLM clients to securely access and execute tools hosted in a serverless environment.

Spreadsheet MCP App

Enables Claude to render interactive, real-time spreadsheets with streaming cell updates, custom styling, and resizable columns. This server allows users to visualize complex data sets through a dynamic grid interface directly within the model's response.

chromium-arm64

MCP server that enables browser automation and web testing on ARM64 devices like Raspberry Pi, allowing users to navigate websites, take screenshots, execute JavaScript, and perform UI testing via Claude.

Weather MCP Server

A Model Context Protocol server that provides weather information and forecasts based on user location or address input.

OpenAPI MCP

A generic MCP server that builds its tools at runtime from any OpenAPI specification, enabling interaction with any REST API through natural language.

lilbee

Find, run, and manage your local AI models, then talk to your files, your code, and the sites you crawl. Every answer cites the source, it all runs on your own machine, and it's one program with nothing else to set up.

websearch-mcp

A self-hosted MCP server that gives AI agents deep internet research capabilities — no API keys required, powered by SearxNG, Playwright, and Docker.

Nexus Memory

Nexus Memory gives every MCP-compatible agent one persistent, self-hosted shared memory with hybrid retrieval, drift detection, and anti-poisoning features.

MCP Server Markup Language (MCPML)

MCP Server Markup Language (MCPML) - Un marco de Python para construir servidores MCP con soporte para CLI y Agente OpenAI.

arxiv-mcp

Enables searching ArXiv papers, fetching paper details, daily category digests, and exploring author collaboration graphs.

you-need-an-advisor-mcp

An MCP server that connects AI assistants to YNAB budgets, enabling natural language queries about finances backed by full API coverage and built-in YNAB methodology knowledge.

SimBrief MCP Server

SimBrief MCP Server brings flight planning data directly into your AI workspace. Access your SimBrief flight plans (OFP), retrieve real-time METAR weather reports for any airport, and fetch pilot information - all through natural conversation. Built for virtual pilots who want to streamline their pre-flight briefing workflow in Microsoft Flight Simulator, X-Plane, and other flight simulation platf

Tambo Docs MCP Server

Enables AI assistants to discover, fetch, and search through Tambo documentation from docs.tambo.co. Provides intelligent content parsing with caching for improved performance when accessing technical documentation.