Discover Awesome MCP Servers

@emit/xhs-cover-mcp-server

Generates beautiful Xiaohongshu-style cover images via AI, integrated with MCP-compatible tools.

Jupyter Notebook MCP Server

Enables AI agents to read, edit, execute cells, and capture outputs from Jupyter notebooks directly within VS Code or Cursor via the Model Context Protocol.

Memory MCP

Gives AI coding agents persistent, evolving knowledge about a codebase, enabling them to store and retrieve observations about architecture, conventions, gotchas, and recent work context.

promptpack

Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX) and retrieve results in table, JSON, or SARIF format via MCP.

MCP Registry Search

Enables semantic and full-text search over the official Model Context Protocol registry to discover MCP servers for integration.

WariMCP

A unified MCP server for West African payment providers, enabling AI agents and REST clients to initiate payments, payouts, refunds, and manage webhooks across 10 providers with a single API.

P4 Plan MCP Server

Enables AI assistants to interact with P4 Plan project management data via GraphQL API.

gbox

Gru-sandbox (gbox) adalah proyek sumber terbuka yang menyediakan sandbox yang dapat di-host sendiri untuk integrasi MCP atau kasus penggunaan agen AI lainnya.

Coppermind

Enables AI assistants to design PCBs in KiCAD through natural language, with transactional preview-verify-commit workflow, undo/redo, and an engineering knowledge base.

Agent Orchestrator MCP Server

A multi-agent task management system for AI applications that enables users to create agents with roles and capabilities, delegate tasks with trust-based routing, coordinate file access to prevent conflicts, and monitor performance through a unified dashboard.

Coolify MCP Server

Enables AI assistants to interact with Coolify for complete infrastructure management including applications, databases, servers, deployments, and team operations. Provides 100% API coverage with 64 tools for managing the entire Coolify ecosystem through natural language.

rag-retriever-mcp

A local-first document retrieval engine that mounts as an MCP tool for agents to index files, search for relevant passages, and let the agent's own LLM answer.

MCP Practice

A Model Context Protocol (MCP) server that demonstrates how to build and implement custom tools for Claude using the mcp-framework.

mcpfoundry

A CLI tool that generates production-ready MCP servers from databases or OpenAPI specifications, with optional security shields.

PaperMCP

An academic paper retrieval server that enables AI assistants to search and filter millions of scholarly works from the OpenAlex database by keywords, country, and publication year. It provides comprehensive metadata including abstracts, citation data, and institutional affiliations to streamline academic research and literature reviews.

LinkedIn Ads MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for LinkedIn Ads (beta): https://www.cdata.com/download/download.aspx?sku=EBZK-V&type=beta

RunCue

RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI using natural language tasks via WebDriverAgent. It provides tools for running UI flows, checking UI state, listing devices, and diagnosing WDA setup.

mcp-ia-web

MCP server that provides AI access to a local terminal, enabling command execution, directory navigation, and system operations with persistent session state.

The Movie DB MCP Server

A server that connects to The Movie Database API, enabling clients to fetch popular movies, now playing movies, movie details, cast information, and search for movies through a Message Control Protocol interface.

FOFA Quake Hunter MCP Server

An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyberspace mapping platforms for asset discovery and security research. It supports natural language parameter configuration and provides comprehensive search tools for retrieving IP, port, and domain data.

Office MCP Server

AI-powered Office automation server that enables creating, editing, and processing Word, Excel, and PowerPoint documents through natural language instructions using Python-based libraries.

Stock Info Service

Layanan berbasis FastMCP yang menyediakan data saham termasuk harga historis, informasi fundamental, dan berita keuangan.

Switchboard

Switchboard is a local-first, governed MCP endpoint that aggregates multiple MCP servers into one, with per-tool policy controls, an encrypted vault for credentials, and a dashboard for management.

FastMCP Demo

A demonstration TypeScript MCP server that showcases basic MCP concepts with simple tools (greeting, calculator), text resources, and prompt templates for learning the Model Context Protocol.

AdaptixC2 MCP Server

Enables LLM agents to interact with and automate operations with the AdaptixC2 framework via the MCP protocol.

APIAny MCP

Enables discovery of public AI models with pricing, documentation context, and OpenAI-compatible integration examples. Supports both read-only queries and paid async media generation tasks.

web-search-mcp

Provides web search and page fetch capabilities using a browser-based approach, enabling LLMs to search DuckDuckGo, Google, or Yandex and retrieve rendered HTML from URLs.

identity-storage-mcp

Provides persistent, inspectable memory storage for AI agents using SQLite. Agents can store, recall, and search memories across sessions via three MCP tools.

cloud-audit

Open-source AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server. 47 checks across 15 AWS services. Every finding includes copy-paste remediation (CLI + Terraform) and a dollar-risk estimate with verified source. First free standalone AWS security MCP server - Prowler and Wiz require paid SaaS.