Discover Awesome MCP Servers

Nessus MCP Server

Enables natural language interaction with Tenable Nessus for vulnerability scans, policy management, and report generation.

TabSplitAI

Splits AI coding workflows into plan, implement, review, and evaluate steps, routing each to a different AI subscription to manage costs and prevent budget overuse.

MCP-AI-Gateway

Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and local Ollama providers, with OpenAI-compatible APIs, MCP tools, fallback/racing router, monitoring, and web dashboard.

esp-component-registry-mcp

MCP Server untuk Registri Komponen ESP

local-code-intel-mcp

Provides code intelligence by indexing source code into SQLite and offering MCP tools for symbol search, flow tracing, and context retrieval to assist with code navigation and understanding.

minecraft-developing-mcp

MCP server that helps AI agents inspect Minecraft project evidence (crash logs, mod files, datapacks) before writing development code.

code-review-mcp-server

An MCP server that provides senior-level code review, quality checks, security analysis, and refactoring suggestions directly in your editor.

QuantMCP

A Model Context Protocol server that integrates with Amazon Braket, allowing AI assistants to access, control, and interpret results from quantum computing resources.

vigil-fraud-alert-mcp

Real-time fraud detection and AML compliance with 13 tools. PEP screening, sanctions checks, transaction monitoring, risk scoring for fintechs.

playwright-report-mcp

An MCP server for running Playwright tests and reading structured results, failed test details, and attachment content, designed for AI agents doing test failure analysis.

MCP Atlassian

MCP Server menangani integrasi Jira.

mcp-server-example

Tentu, berikut adalah contoh server MCP (Modded Client Protocol) untuk membantu Anda memahaminya lebih baik: **English:** Let's say you have a Minecraft server with custom mods. Players need to have the exact same mods installed on their client to connect and play. An MCP server helps manage this. It might work like this: 1. **Client Connection:** When a player tries to connect, the server checks if they have the required mods. 2. **Mod List Comparison:** The server compares the player's mod list with the server's required mod list. 3. **Missing Mods:** If the player is missing mods, the server can: * Display a message telling the player which mods are missing. * Provide a link or instructions on how to download the missing mods. * (More advanced) Automatically download and install the missing mods for the player (requires client-side mod). 4. **Successful Connection:** If the player has all the required mods, they are allowed to connect and play. **Indonesian:** Katakanlah Anda memiliki server Minecraft dengan mod khusus. Pemain harus memiliki mod yang sama persis terpasang di klien mereka untuk terhubung dan bermain. Server MCP membantu mengelola hal ini. Mungkin cara kerjanya seperti ini: 1. **Koneksi Klien:** Ketika seorang pemain mencoba terhubung, server memeriksa apakah mereka memiliki mod yang diperlukan. 2. **Perbandingan Daftar Mod:** Server membandingkan daftar mod pemain dengan daftar mod yang diperlukan server. 3. **Mod yang Hilang:** Jika pemain kekurangan mod, server dapat: * Menampilkan pesan yang memberi tahu pemain mod mana yang hilang. * Memberikan tautan atau instruksi tentang cara mengunduh mod yang hilang. * (Lebih canggih) Secara otomatis mengunduh dan memasang mod yang hilang untuk pemain (memerlukan mod sisi klien). 4. **Koneksi Berhasil:** Jika pemain memiliki semua mod yang diperlukan, mereka diizinkan untuk terhubung dan bermain. **Explanation:** The Indonesian translation explains the same concept as the English version. It highlights the key aspects of an MCP server: * **Ensuring Mod Compatibility:** The primary goal is to make sure players have the correct mods. * **Mod List Verification:** The server checks the player's mods against its own. * **Handling Missing Mods:** The server provides feedback and potentially helps players acquire the necessary mods. * **Seamless Gameplay:** Once the mods are correct, players can connect and play without issues. This example provides a basic understanding of how an MCP server functions. Real-world implementations can be more complex, involving different methods for mod verification and distribution.

Enola

Enola. is a local Model Context Protocol (MCP) server. A deterministic map of your codebase for AI coding agents — the real architecture, extracted from your source, not guessed.

axone-mcp

🤖 Server MCP Axone – gerbang menuju dataverse untuk alat yang diberdayakan AI

Shrike Security MCP Server

Protects AI agents from threats like prompt injection, jailbreaks, and SQL injection through a multi-layer scanning pipeline. It also enables PII redaction and rehydration to ensure data privacy during LLM interactions.

ibge-data-mcp

Enables LLMs to access Brazilian IBGE statistical data (population, economy, agriculture) via natural language, with tools for querying aggregated data and metadata.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Google Search MCP Server Streamable HTTP

A Model Context Protocol (MCP) server that provides Google Search functionality with StreamableHTTP transport support.

Ed Discussions MCP Server

Enables AI assistants to interact with Ed Discussions (EdStem) course discussions, manage threads, comments, and facilitate Q&A, with tools for analytics and read status control.

dokploy-mcp-server

A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.

MCP LLMS-TXT Documentation Server

Server MCP sumber terbuka yang menyediakan aplikasi seperti Cursor, Windsurf, dan Claude dengan akses ke berkas dokumentasi llms.txt, memungkinkan pengguna untuk mengontrol dan mengaudit pengambilan konteks.

tarot-mcp-server

Provides tarot card meanings, spreads (three-card, yes/no), and random draws for any MCP-compatible client.

mcp-git-coord

Reduces token waste by caching code understanding in .mi context files and prevents agent conflicts by coordinating intent and file access across sessions.

Dify Plugin Tools

Plugin yang memungkinkan Dify terhubung ke beberapa server MCP (Model Control Protocol) menggunakan HTTP dengan transport Server-Sent Events, mendukung konfigurasi khusus untuk URL, header, dan batas waktu.

poranos-mcp-ainpc

Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conversation logs via natural language, including scenario versioning and audit logging.

mcp-memory-server

A knowledge-graph-based persistent memory server for the Model Context Protocol, storing entities, observations, and relations in SQLite with semantic vector search and temporal versioning.

Amazon CloudWatch Logs MCP Server

Server Protokol Konteks Model (MCP) yang memungkinkan asisten AI untuk berinteraksi dengan Amazon CloudWatch Logs melalui antarmuka standar menggunakan AWS SDK.

Polybase MCP

A universal database adapter that enables read-only queries across PostgreSQL, Supabase, and MongoDB databases via the Model Context Protocol.

chelaile-mcp

MCP server for Chelaile realtime public transit data in China, including bus and metro arrivals, vehicle positions, nearby stops, timetables, and route planning. It runs locally over stdio with no login or account configuration required.