Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 97.119 | yurineko73-godot-mcp-nativemcp · back-end | Godot Engine plugin that runs an MCP server natively inside the editor, exposing 154 tools for node operations, script editing, scene management, and… | 749 stars · 68 forks | No one-command install · Source | |
| 2 | 94.406 | gopeakmcp · back-end | Enables AI assistants to edit, run, inspect, and fix Godot 4 projects through an MCP server with dynamic tool groups and setup-gated capabilities. | 248 stars · 25 forks | No one-command install · Source | |
| 3 | 89.369 | unreal-api-mcpmcp · back-end | Provides accurate Unreal Engine C++ API documentation to AI agents, preventing hallucinated signatures and incorrect includes. | 94 stars · 10 forks | No one-command install · Source | |
| 4 | 88.885 | godot-mcp-enhancedmcp · back-end | An open-source MCP server that gives AI assistants comprehensive tools to read, write, run, and verify Godot projects, featuring a three-layer… | 92 stars · 9 forks | No one-command install · Source | |
| 5 | 88.807 | godot-devtoolmcp · back-end | A Godot 4 MCP server for AI-assisted project inspection, editing, validation, and runtime automation via stdio and optional WebSocket bridge. | 90 stars · 9 forks | No one-command install · Source | |
| 6 | 85.422 | hearthmcp · back-end | AI-native open-source 2D game engine whose MCP server exposes every editor operation to coding agents as typed commands, so an agent can build, run… | 56 stars · 7 forks | No one-command install · Source | |
| 7 | 83.348 | minecraft-dev-mcpmcp · back-end | A Model Context Protocol server that gives AI assistants native access to Minecraft mod development tools — decompile, remap, search, and analyze… | 35 stars · 9 forks | No one-command install · Source | |
| 8 | 82.383 | ryanmazzolini-godot-gdscript-diagnosticsmcp · back-end | Connects directly to Godot's Language Server Protocol to provide real-time GDScript syntax validation and error detection without requiring a full… | 43 stars · 5 forks | No one-command install · Source | |
| 9 | 78.871 | sports-hub-mcp-servermcp · back-end | A unified MCP server that aggregates 32 sports API providers into a single service, providing 336 tools for scores, stats, odds, esports, and more… | 21 stars · 8 forks | No one-command install · Source | |
| 10 | 76.996 | gojue-moling-minecraftmcp · back-end | Bridges AI assistants with Minecraft servers, enabling command execution for block manipulation, entity management, and game state control through a… | 28 stars · 3 forks | No one-command install · Source | |
| 11 | 75.006 | minghuiliu-godot4-runtimemcp · back-end | Bridges Godot 4 C# projects with development tools through HTTP API communication, enabling real-time scene manipulation, script management, property… | 17 stars · 5 forks | No one-command install · Source | |
| 12 | 74.475 | nacal-minecraft-remotemcp · back-end | Enables AI-assisted remote control and manipulation of Minecraft servers through natural language commands, supporting complex navigation, world… | 13 stars · 8 forks | No one-command install · Source | |
| 13 | 73.756 | wuke3-godot-mcp-promcp · back-end | TypeScript MCP server for Godot 4 that bridges AI assistants to the Godot editor via WebSocket for project, scene, node, script, and runtime… | 15 stars · 5 forks | No one-command install · Source | |
| 13 | 73.756 | n4tivex-roblox-docsmcp · back-end | Provides access to Roblox's development ecosystem including API documentation, FastFlags, Open Cloud REST API, Luau language docs, and DevForum… | 15 stars · 5 forks | No one-command install · Source | |
| 15 | 72.112 | stefan-xyz-mcp-server-runescapemcp · back-end | An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more. | 13 stars · 5 forks | No one-command install · Source | |
| 16 | 71.774 | rgbkrk-minecraft-rconmcp · back-end | Integrates with Minecraft servers via RCON to enable administration, world manipulation, and player management. | 10 stars · 7 forks | No one-command install · Source | |
| 17 | 71.025 | asusevski-opendotamcp · back-end | Integrates with the OpenDota API to provide real-time Dota 2 statistics, match data, and player information for game analysis, performance tracking… | 8 stars · 7 forks | No one-command install · Source | |
| 18 | 69.986 | gimmedg-unreal-engine-5mcp · back-end | Bridges Unreal Engine 5 with AI assistants through a C++ plugin and Python server, enabling real-time manipulation of actors, blueprints, PCG graphs… | 10 stars · 6 forks | No one-command install · Source | |
| 19 | 69.750 | loomlemcp · back-end | MCP server that integrates with Unreal Engine to read and modify complex editor objects using SAL, providing tools for queries, patches, schema… | 13 stars · 3 forks | No one-command install · Source | |
| 20 | 68.220 | v9rt3x-cs2-rconmcp · back-end | Enables Counter-Strike 2 server administration through RCON commands, allowing execution of administrative tasks, server status queries, and player… | 10 stars · 4 forks | No one-command install · Source | |
| 21 | 68.021 | cc8887-unreal-engine-editormcp · back-end | Transforms Unreal Engine Editor into an MCP-compatible server using Python's asyncio framework, enabling direct control of editor functionality for… | 11 stars · 3 forks | No one-command install · Source | |
| 22 | 67.906 | gamedev-mcp-servermcp · back-end | Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unreal-MCP. | 9 stars · 5 forks | No one-command install · Source | |
| 23 | 67.193 | rpg-mcp-servermcp · back-end | An immersive Role-Playing Game server built on the Model Context Protocol for interactive storytelling with AI assistants like Claude. | 16 stars · 1 fork | No one-command install · Source | |
| 24 | 66.893 | kevin-liu-01-minecraft-dedalusmcp · back-end | LAN-oriented Minecraft bot control stack with 60+ tools for movement, mining, building, crafting, combat, planning, persistent memory, skill… | 10 stars · 3 forks | No one-command install · Source | |
| 25 | 66.528 | beckett-mcp-for-godotmcp · back-end | Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript EditorPlugin — no Node or Python sidecar. Reflection-driven tools over… | 15 stars · 1 fork | No one-command install · Source | |
| 26 | 65.698 | minecode-mcpmcp · back-end | MineCode is a local MCP server that provides AI assistants with real-time access to Minecraft data, documentation, datapack generators, and logs… | 14 stars · 1 fork | No one-command install · Source | |
| 27 | 65.043 | alexkissijr-unreal-enginemcp · back-end | Enables AI interaction with Unreal Engine through a TCP server that exposes scene manipulation, material creation, and blueprint generation… | 10 stars · 2 forks | No one-command install · Source | |
| 28 | 64.134 | minecraft-mcpmcp · back-end | A set of MCP servers that allow AI assistants to control a Minecraft server and client, including running commands, managing plugins, taking… | 12 stars · 1 fork | No one-command install · Source | |
| 29 | 63.942 | mcdk-mcp-tracymcp · back-end | An MCP server that captures and analyzes function-level profiling data from NetEase Minecraft Bedrock Edition mods via the native Tracy profiler… | 21 stars | No one-command install · Source | |
| 30 | 63.896 | gregario-godot-forgemcp · back-end | Godot 4 development companion with test runner, API docs search, script analysis, scene parsing, and Godot 3-to-4 migration mapping. | 8 stars · 3 forks | No one-command install · Source | |
| 31 | 60.262 | voodoofox-unrealmcp · back-end | Controls Unreal Engine from AI assistants via a Python FastMCP server and C++ Unreal plugin with 100+ tools across 11 categories. | 7 stars · 2 forks | No one-command install · Source | |
| 32 | 59.814 | hkaanengin-opendota-mcp-servermcp · back-end | MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with… | 5 stars · 4 forks | No one-command install · Source | |
| 33 | 59.029 | unreal-engine-mcp-servermcp · back-end | Enables AI assistants to control Unreal Engine through a native C++ Automation Bridge plugin. | 8 stars · 1 fork | No one-command install · Source | |
| 34 | 58.969 | bielacki-igdbmcp · back-end | Integrates with IGDB's video game database API to provide access to game details, release dates, platforms, genres, ratings, and gaming metadata for… | 4 stars · 4 forks | No one-command install · Source | |
| 35 | 57.311 | gh-fiedlermarius-sbox-docsmcp · back-endalso listed as sbox-mcp-documentation | Provides searchable access to s&box game engine documentation and API reference, covering 180+ pages and 1,800+ types. | 11 stars | No one-command install · Source | |
| 37 | 55.515 | modmind-mcp-servermcp · back-end | Provides a local stdio MCP interface that forwards tool calls to an already-running ModMind bridge for Minecraft automation. | 5 stars · 2 forks | No one-command install · Source | |
| 38 | 55.168 | gh-azoraqua-minestommcp · back-end | Provides Minestom Minecraft server documentation and development guidance. | 6 stars · 1 fork | No one-command install · Source | |
| 38 | 55.168 | mcp-server-minecraft-mod-devdocmcp · back-end | Provides access to Minecraft mod development documentation (Neoforge) via MCP tools, allowing users to list providers and versions, browse file… | 6 stars · 1 fork | No one-command install · Source | |
| 40 | 53.985 | ddsky-gamebrain-api-clientsmcp · back-end | Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api). | 4 stars · 3 forks | No one-command install · Source | |
| 40 | 53.985 | freshlife001-pokermcp · back-end | Implements a Texas Hold'em poker game server with betting rounds, hand evaluation, and multi-player table management for training strategic decision… | 4 stars · 3 forks | No one-command install · Source | |
| 42 | 52.135 | tomholford-mcp-tic-tac-toemcp · back-end | Play Tic Tac Toe against an AI opponent using this MCP server. | 4 stars · 2 forks | No one-command install · Source | |
| 43 | 50.895 | hadicherkaoui-crafty-mcpmcp · back-end | MCP server for managing Minecraft servers through [Crafty Controller 4](https://craftycontrol.com). Start, stop, backup, send commands, manage files… | 2 stars · 3 forks | No one-command install · Source | |
| 43 | 50.895 | decomp-me-mcpmcp · back-end | This MCP server enables AI assistants to interact with decomp.me for video game decompilation projects, providing tools to fetch scratches, compile… | 2 stars · 3 forks | No one-command install · Source | |
| 45 | 49.325 | forgeax-dsh-gamemcp · back-end | Integrates ForgeaX game development into DeepSeek Harness by wiring the @forgeax/game MCP server, bundled Skills, and a workspace guard into DSH… | 6 stars | No one-command install · Source | |
| 46 | 49.118 | random-numbermcp · back-end | Generates truly random numbers using Random.org's atmospheric noise API to eliminate the deterministic bias inherent in LLM-generated randomness for… | 4 stars · 1 fork | No one-command install · Source | |
| 46 | 49.118 | mc-mcp-servermcp · back-end | Enables AI-driven interactions with Minecraft through a WebSocket-based server and MCP protocol, allowing external MCP clients and in-game chat to… | 4 stars · 1 fork | No one-command install · Source | |
| 48 | 46.654 | iamthebestts-rodocsmcp · back-end | Search Roblox Creator Hub API references and development guides. | 5 stars | No one-command install · Source | |
| 48 | 46.654 | godot-mcp-server-ultimate-editionmcp · back-end | Advanced MCP server for Godot 4.6+ with 63 professional tools, enabling AI-assisted game development with backup/rollback, deep script validation, and… | 5 stars | No one-command install · Source | |
| 48 | 46.654 | center2055-minecraft-developermcp · back-end | Spigot/Bukkit plugin that exposes Minecraft server administration capabilities through HTTP and SSE APIs, enabling remote command execution, file… | 5 stars | No one-command install · Source | |
| 51 | 44.256 | alexpoopy1-roblox-studio-bridgemcp · back-end | Bridges Roblox Studio with external systems through a Node.js server and Lua plugin architecture, enabling real-time game object manipulation, script… | 3 stars · 1 fork | No one-command install · Source | |
| 52 | 43.275 | spark-profiler-mcpmcp · back-end | MCP server that reads Spark profiler files to give accurate Minecraft server tuning advice, parsing binary protobuf directly and diagnosing TPS, MSPT… | 4 stars | No one-command install · Source | |
| 52 | 43.275 | minecraft-builder-mcp-servermcp · back-end | Enables Claude to generate Minecraft structures from natural language descriptions, creating .schem files for WorldEdit import. | 4 stars | No one-command install · Source | |
| 54 | 38.412 | mcc-fleetmcp · back-end | Spawns and manages multiple Minecraft Console Client bots, enabling an MCP client like Claude to control each bot individually on offline-mode… | 3 stars | No one-command install · Source | |
| 54 | 38.412 | rkocosmergon-cosmergon-agentmcp · back-end | Living economy for AI agents — Conway's Game of Life physics, energy currency, marketplace. 4 tools: observe state, execute actions, benchmark… | 3 stars | No one-command install · Source | |
| 54 | 38.412 | mcp-minecraft-forgemcp · back-end | MCP server for Forge Minecraft modding documentation. Gives AI assistants direct access to Forge docs with structured search results. | 3 stars | No one-command install · Source | |
| 54 | 38.412 | unreal-mcp-ghostmcp · back-end | Enables AI clients to control Unreal Engine 5 editor for automated Blueprint authoring, level inspection, actor spawning, and other editor workflows… | 3 stars | No one-command install · Source | |
| 54 | 38.412 | axenodev-minemcpmcp · back-end | Minecraft Paper plugin enabling AI agents to control servers through world manipulation, command execution, file operations, and player monitoring via… | 3 stars | No one-command install · Source | |
| 54 | 38.412 | godot-mcp-servermcp · back-end | A Model Context Protocol server that provides AI assistants with tools to interact with Godot projects, enabling starting, stopping, capturing output… | 3 stars | No one-command install · Source | |
| 60 | 38.066 | obrien-matthew-steammcp · back-end | Integrates with the Steam Web API for gaming library management, achievements, statistics, and store discovery. | 2 stars · 1 fork | No one-command install · Source | |
| 60 | 38.066 | bazzite-mcpmcp · back-end | MCP server for managing Bazzite Linux hosts, enabling system administration, desktop control, and gaming tasks through natural language. | 2 stars · 1 fork | No one-command install · Source | |
| 60 | 38.066 | mc-source-mcp-servermcp · back-end | Enables exploration and decompilation of Minecraft source code, allowing users to list versions, search classes, and decompile .class files… | 2 stars · 1 fork | No one-command install · Source | |
| 63 | 32.223 | aiplayer-mc-bot-mcp-servermcp · back-end | Enables natural language control of a Minecraft bot, allowing it to execute tasks like mining, exploring, and item management via AI-powered commands. | 2 stars | No one-command install · Source | |
| 63 | 32.223 | stackfiesta-mcp-servermcp · back-end | Give your AI agent access to the curated StackFiesta catalog of AI tools for game development. | 2 stars | No one-command install · Source | |
| 63 | 32.223 | native-mc-mapping-mcp-servermcp · back-end | Enables AI agents to search Minecraft obfuscated name mappings (class, method, field) across 38 versions, aiding modding, plugin development, and… | 2 stars | No one-command install · Source | |
| 63 | 32.223 | easy-gg-bedwars-mcpmcp · back-end | A local-first Python MCP server for Easy.gg BedWars custom scripting, enabling users to create, edit, and sync Roblox BedWars scripts using official… | 2 stars | No one-command install · Source | |
| 63 | 32.223 | damocjwj-minecraft-opsmcp · back-end | Minecraft server administration with tools for lifecycle management, files, players, and modpack testing. | 2 stars | No one-command install · Source | |
| 63 | 32.223 | mrapik-minecraft-servermcp · back-end | Spigot/Paper plugin embedding an MCP server inside Minecraft for filesystem, command, and player management. | 2 stars | No one-command install · Source | |
| 69 | 29.013 | minecraft-diagnostic-mcpmcp · back-end | An external MCP server for diagnosing Minecraft servers via backup analysis, local runtime, or Docker runtime, offering tools for plugin inspection… | 1 star · 1 fork | No one-command install · Source | |
| 69 | 29.013 | exi-steammcp · back-end | Integrates with the Steam Web API to access user data, game information, and Steam-related functionalities for analyzing gaming habits, providing… | 1 star · 1 fork | No one-command install · Source | |
| 71 | 22.557 | mcp-on-my-sampmcp · back-end | Enables AI agents to start, control, and verify local open.mp/SA-MP game servers via MCP stdio, using a headless RakClient to send allowed slash… | 1 star | No one-command install · Source | |
| 71 | 22.557 | unrealmcpmcp · back-end | A native MCP server for Unreal Engine 5.7 that lets AI assistants inspect and control an open Unreal Editor through a single 'unreal' tool, supporting… | 1 star | No one-command install · Source | |
| 71 | 22.557 | minehut-mcpmcp · back-end | MCP server that lets AI agents fully manage Minehut Minecraft servers via Playwright browser automation and REST API tools, including server control… | 1 star | No one-command install · Source | |
| 71 | 22.557 | roblox-super-mcpmcp · back-end | A Node.js MCP server that connects MCP clients to Roblox Studio's official MCP process, adding discovery, inspection, auditing, atomic script edits… | 1 star | No one-command install · Source | |
| 71 | 22.557 | chess-mcpmcp · back-end | A powerful chess engine and game server built with the Model Context Protocol (MCP). Play chess against AI, analyze positions, and integrate chess… | 1 star | No one-command install · Source | |
| 71 | 22.557 | mcfunction-debug-toolkit-mcp-servermcp · back-end | Enables AI clients to validate and run Minecraft commands, read chat and tellraw messages, control player movement and GUI, and capture screenshots… | 1 star | No one-command install · Source | |
| 71 | 22.557 | unreal-python-api-rag-mcp-servermcp · back-end | Provides a retrieval/MCP knowledge server for the Unreal Engine Python API, enabling AI agents to retrieve real signatures and documentation before… | 1 star | No one-command install · Source | |
| 71 | 22.557 | deepslate-mcpmcp · back-end | An MCP server that renders Minecraft structure files (NBT / Sponge schematic / Litematic) into PNG preview images using vanilla Minecraft resources. | 1 star | No one-command install · Source | |
| 71 | 22.557 | sangsik-gdscript-graphmcp · back-end | A function-level call-graph indexer for GDScript/Godot projects, exposed as an MCP server so AI coding assistants can answer questions like 'what… | 1 star | No one-command install · Source | |
| 71 | 22.557 | modforgemcp · back-end | Provides deterministic, audit-chain-backed Minecraft symbol migration and version-truth queries over MCP for AI assistants, enabling grounded rename… | 1 star | No one-command install · Source | |
| 71 | 22.557 | thefunnyman120-roblox-datastoremcp · back-end | Provides AI agents direct access to Roblox game datastores via the Open Cloud API v2 with 18 tools. | 1 star | No one-command install · Source | |
| 71 | 22.557 | mc-rcon-mcpmcp · back-end | Enables Minecraft server management via RCON: execute commands, list players, get server info, manage whitelist and operators. | 1 star | No one-command install · Source | |
| 71 | 22.557 | g2dgaming-spotifymcp · back-end | Integrates with Spotify API to enable music playback control, search functionality, and queue management through natural language conversation. | 1 star | No one-command install · Source | |
| 71 | 22.557 | wongames-damasiomcp · back-end | Provides a GraphQL interface to retrieve video game data from Strapi CMS, enabling filtered access to game collections, pricing information, and… | 1 star | No one-command install · Source | |
| 85 | Unranked | pipeworx-mojangmcp · back-end | Minecraft profile lookups including UUID resolution, skin profiles, name history, and blocked server checks via the Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 86 | Unranked | packwright-mcpmcp · back-end | A local-first MCP server for safely creating, inspecting, validating, testing, and packaging Minecraft Java Edition datapacks with guarded file access… | No signals yet | No one-command install · Source | |
| 87 | Unranked | goldsrc-query-mcpmcp · back-end | Enables querying GoldSrc game servers (e.g., Half-Life, Counter-Strike 1.6) for server info, player lists, rules, and RCON commands. | No signals yet | No one-command install · Source | |
| 88 | Unranked | godot-correctness-mcpmcp · back-end | Offline static correctness MCP server for Godot 4.x GDScript projects that lints code, looks up API symbols, and validates scenes/resources, all… | No signals yet | No one-command install · Source | |
| 89 | Unranked | cobble-mcpmcp · back-end | Enables AI assistants to connect to Minecraft servers as a bot, allowing cooperative building, movement, combat, and chat in the same world. | No signals yet | No one-command install · Source | |
| 90 | Unranked | unreal-mcp-additional-toolsmcp · back-end | An MCP server that complements Epic's official Unreal Engine MCP server with 78 additional tools across 14 subsystems for build/cook/package… | No signals yet | No one-command install · Source | |
| 91 | Unranked | mcp-robloxmcp · back-end | MCP server to access Roblox user data including badges, created games, and presence information. Part of Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 92 | Unranked | pipeworx-thesportsdbmcp · back-end | Sports catalog data — teams, players, and events via the TheSportsDB API through Pipeworx's managed gateway. | No signals yet | No one-command install · Source | |
| 93 | Unranked | mcp-giantbombmcp · back-end | MCP server for searching Giant Bomb's video game database. It provides a single search tool to query games, characters, and other resources. | No signals yet | No one-command install · Source | |
| 94 | Unranked | molanko-mcp-avatar-generatormcp · back-end | MCP server that generates Molanko avatars from an image or Minecraft player name/UUID, returning the PNG as an image result. | No signals yet | No one-command install · Source | |
| 95 | Unranked | wazzicode-godotmcp · back-end | MCP server that connects AI coding assistants to a live Godot editor, enabling scene, node, script, resource, runtime, debugger, and test workflows… | No signals yet | No one-command install · Source | |
| 96 | Unranked | gripforge-mcpmcp · back-end | MCP server for attaching weapons and props to rigged characters via the GripForge API, supporting multiple styles and output formats for game engines. | No signals yet | No one-command install · Source | |
| 97 | Unranked | wisp-mcpmcp · back-end | A Model Context Protocol server that connects to a WISP game panel, letting AI clients inspect and manage game servers (state, files, console… | No signals yet | No one-command install · Source | |
| 98 | Unranked | minecraft-mod-mcp-servermcp · back-end | Enables Minecraft modpack development by generating FTB Quests chapters and tasks, KubeJS scripts (weapons, armor, recipes), validating SNBT/config… | No signals yet | No one-command install · Source | |
| 99 | Unranked | mc-modpack-mcpmcp · back-end | MCP server for Minecraft modpack diagnostics, enabling mod conflict detection, log/crash analysis, and dependency lookup via Modrinth. | No signals yet | No one-command install · Source | |
| 100 | Unranked | roblox-analytics-mcpmcp · back-end | A local MCP server that gives AI agents read access to Roblox experience analytics via the Open Cloud API, exposing 168 metrics and analysis tools for… | No signals yet | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.