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 | 98.990 | coding-solo-godotmcp · other | Interface with the Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output. | 5,461 stars · 464 forks | No one-command install · Source | |
| 2 | 98.375 | codergamester-unitymcp · other | Integrate with the Unity Editor game engine. | 1,883 stars · 239 forks | No one-command install · Source | |
| 3 | 98.231 | g-mcp-godot-studiomcp · other | Control a live Godot editor with 120+ tools for creating scenes, editing scripts, wiring signals, and managing game assets. | 2,077 stars · 127 forks | No one-command install · Source | |
| 4 | 97.202 | yuniko-software-minecraft-botmcp · other | Enables AI control of Minecraft bots through Mineflayer-based tools for movement, block manipulation, inventory management, and environment… | 715 stars · 86 forks | No one-command install · Source | |
| 5 | 96.862 | ee0pdt-godot-script-integrationmcp · other | Integrates with Godot to enable AI interaction with scripts, supporting features like reading, listing, and updating script information for enhanced… | 616 stars · 64 forks | No one-command install · Source | |
| 6 | 96.755 | roblox-studiomcp · other | Enables Roblox Studio developers to insert marketplace models and execute Luau code through a plugin. | 484 stars · 80 forks | No one-command install · Source | |
| 7 | 93.586 | ayeletstudioindia-unreal-analyzermcp · other | Analyzes Unreal Engine codebases, enabling deep insights into class hierarchies, subsystems, and game patterns. | 158 stars · 32 forks | No one-command install · Source | |
| 8 | 93.569 | freema-openclawmcp · other | Provides tools for interacting with the OpenClaw open-source game engine. | 183 stars · 24 forks | No one-command install · Source | |
| 9 | 92.372 | runreal-unreal-enginemcp · other | Integrates with Unreal Engine to assist with game development workflows. | 115 stars · 27 forks | No one-command install · Source | |
| 10 | 89.870 | amenti-labs-vibecraftmcp · other | AI-powered WorldEdit for Minecraft with 50+ tools for natural language building, terrain generation, and pattern placement | 99 stars · 11 forks | No one-command install · Source | |
| 11 | 89.754 | mirno-ehf-ue5-blueprintmcp · other | Enables AI-assisted Unreal Engine 5 Blueprint development through tools for node management, connection handling, variable operations, and flow… | 73 stars · 18 forks | No one-command install · Source | |
| 12 | 89.307 | codemaestroai-advanced-unitymcp · other | Unity Editor package that enables direct integration between Unity development environments and external tools for game development workflows… | 93 stars · 10 forks | No one-command install · Source | |
| 13 | 87.240 | uuuuzz-unreal-engine-bridgemcp · other | Native C++ Unreal Engine 5.6+ plugin exposing the Unreal Editor to AI clients over Streamable HTTP. | 58 stars · 11 forks | No one-command install · Source | |
| 14 | 82.410 | gh-n24q02m-better-godotmcp · other | Composite tools for Godot Engine development with scene control, GDScript, and shader support. | 35 stars · 7 forks | No one-command install · Source | |
| 15 | 82.035 | rpgmaker-mz-mcpmcp · other | Provides tools for managing RPG Maker MZ game data, maps, events, and system settings through natural language, enabling AI-assisted game development. | 28 stars · 10 forks | No one-command install · Source | |
| 16 | 79.903 | hhhh124hhhh-godot-enginemcp · other | Bidirectional Godot engine integration for natural language game development with scene manipulation and GDScript editing | 42 stars · 3 forks | No one-command install · Source | |
| 17 | 79.577 | nurture-tech-unity-editormcp · other | Integrates with Unity game engine to enable automated game development tasks, asset management, and Unity project analysis through direct workflow… | 33 stars · 4 forks | No one-command install · Source | |
| 18 | 73.968 | opgginc-gaming-datamcp · other | Connects AI to OP.GG's gaming data services for League of Legends, Teamfight Tactics, Valorant, and esports, providing access to champion statistics… | 102 stars | No one-command install · Source | |
| 19 | 73.568 | cerebrocanibalus-godotmcp · other | Control Godot Engine projects with 42 tools for scene, node, and resource management using native .tscn parsing. | 23 stars · 2 forks | No one-command install · Source | |
| 20 | 71.363 | nodenestor-ue5-ultimatemcp · other | Comprehensive Unreal Engine 5 editor control with 158 tools spanning Blueprints, Materials, Sequencer, Behavior Trees, Navigation, Niagara, UI, and… | 12 stars · 5 forks | No one-command install · Source | |
| 21 | 68.021 | gunnargrosch-doommcp · other | Embeds the DOOM game engine via FFI, enabling AI clients to play DOOM with real-time game state, enemy detection, and frame rendering. | 11 stars · 3 forks | No one-command install · Source | |
| 22 | 67.906 | najemwehbe-unreal-enginemcp · other | Drives Unreal Engine 5 editor automation with 105 tools for asset management, blueprint inspection, actor spawning, and more. | 9 stars · 5 forks | No one-command install · Source | |
| 23 | 65.223 | jimmcq-dice-rollingmcp · other | Provides advanced dice rolling capabilities for tabletop gaming and RPGs with support for standard notation, advantage/disadvantage mechanics… | 8 stars · 4 forks | No one-command install · Source | |
| 24 | 62.472 | jason-hub-star-unityctlmcp · other | Deterministic Unity Editor control plane providing CLI commands and MCP tools for AI-driven game development. | 18 stars | No one-command install · Source | |
| 25 | 62.111 | repalash-kite3d-websocket-bridgemcp · other | Bridges Kite 3D game engine editor with WebSocket connectivity for real-time scene manipulation and automated game development workflows. | 7 stars · 3 forks | No one-command install · Source | |
| 26 | 59.814 | radial-hks-unrealmcp · other | Bridges AI tools with Unreal Engine through remote execution protocols, enabling Python command execution for game development, automated testing, and… | 5 stars · 4 forks | No one-command install · Source | |
| 27 | 59.029 | pzalutski-godotlensmcp · other | 15 semantic GDScript analysis tools via Godot's built-in LSP for navigation and references. | 8 stars · 1 fork | No one-command install · Source | |
| 28 | 58.185 | unreal-mcp-2mcp · other | Enables natural language interaction with Unreal Engine, providing 127 tools across 16 subsystems for tasks like actor manipulation, asset management… | 6 stars · 2 forks | No one-command install · Source | |
| 29 | 52.498 | onepersonunicorn-lolgptmcp · other | Provides League of Legends professional esports match prediction and summoner analysis capabilities using statistical modeling for predicting outcomes… | 5 stars · 1 fork | No one-command install · Source | |
| 30 | 52.443 | telagod-godotmcp · other | Integrates with Godot game engine projects to provide project analysis, scene management, script generation, networking systems, debugging… | 3 stars · 3 forks | No one-command install · Source | |
| 31 | 52.135 | veradictus-flax-enginemcp · other | Control the Flax game engine editor with 87 tools for scene management, assets, and rendering. | 4 stars · 2 forks | No one-command install · Source | |
| 31 | 52.135 | wesleysalzer-gamecodexmcp · other | Provides 950+ curated game development docs across 29 engines to AI coding assistants via stdio. | 4 stars · 2 forks | No one-command install · Source | |
| 33 | 51.401 | paralov-roblox-studiomcp · other | Bridges Roblox Studio with external tools through HTTP polling architecture, enabling automated workspace manipulation, instance creation, script… | 7 stars | No one-command install · Source | |
| 34 | 49.118 | basementstudio-dos-gamesmcp · other | Provides access to classic DOS games including DOOM, Super Mario, Tetris, and Duke Nukem 3D through a web-based js-dos emulator with custom controls… | 4 stars · 1 fork | No one-command install · Source | |
| 35 | 46.654 | dex865378-godot-toolsmcp · other | Provides 63+ tools for controlling the Godot 4.6+ game engine with node manipulation, scene editing, and debugging. | 5 stars | No one-command install · Source | |
| 35 | 46.654 | minecraft-bot-controlmcp · other | Provides complete control over Minecraft bots through the Mineflayer library, enabling autonomous gameplay with 40+ skills including mining, crafting… | 5 stars | No one-command install · Source | |
| 37 | 44.256 | minecraft-schematic-labmcp · other | Enables building and previewing Minecraft schematics from natural language descriptions, with live 3D preview and export. | 3 stars · 1 fork | No one-command install · Source | |
| 37 | 44.256 | itzdaimy-247afk-block-editormcp · other | Bridges AI assistants with the 247afk Minecraft bot's visual block editor through WebSocket communication for real-time script editing. | 3 stars · 1 fork | No one-command install · Source | |
| 39 | 43.275 | pushks18-godotmcp · other | Enables AI-assisted Godot 4.x game development with tools for editor control, scene creation, GDScript authoring, and asset inspection. | 4 stars | No one-command install · Source | |
| 40 | 38.412 | zandronum-mcpmcp · other | Enables AI assistants to interact with the Zandronum game engine for development, including running commands, spawning actors, and loading maps. | 3 stars | No one-command install · Source | |
| 41 | 35.443 | berlinbra-binary-readermcp · other | Analyzes Unreal Engine asset files and generic binary structures, enabling metadata extraction and file format inspection for game development and… | 2 forks | No one-command install · Source | |
| 42 | 32.223 | soumyacodes007-minecraftmcp · other | Controls Minecraft bots via 30+ MCP tools for movement, building, inventory, crafting, and schematic-based construction. | 2 stars | No one-command install · Source | |
| 42 | 32.223 | huayinghuo-unreal-editormcp · other | Control Unreal Engine 5.3 editor via 58 MCP operations for actors, Blueprints, and widgets. | 2 stars | No one-command install · Source | |
| 42 | 32.223 | roblox-studio-mcp-bridgemcp · other | Connects AI coding assistants to Roblox Studio, enabling direct manipulation of the DataModel through natural language commands with undo support. | 2 stars | No one-command install · Source | |
| 42 | 32.223 | yoraudev-minecraft-world-datamcp · other | Fabric mod for Minecraft 1.21.11 exposing real-time game world data including player status, inventory, nearby blocks and entities, biome info, and… | 2 stars | No commit datelisted | No one-command install · Source |
| 46 | 29.013 | roblox-studio-mcpmcp · other | Connects AI assistants to Roblox Studio, enabling them to interact with instance hierarchy, edit Luau scripts, manage properties, and sync files over… | 1 star · 1 fork | No one-command install · Source | |
| 47 | 23.374 | geolibra-3d-asset-processingmcp · other | Processes and optimizes 3D glTF/GLB models with analysis, validation, format conversion, compression, and geometry simplification tools for web… | 1 fork | No one-command install · Source | |
| 47 | 23.374 | igordias2-unity-editormcp · other | Integrates with Unity Editor to provide real-time access to scene hierarchies, project structures, and GameObject manipulation for AI-assisted game… | 1 fork | No one-command install · Source | |
| 49 | 22.557 | pm-minecraftmcp · other | Enables MCP clients to control a Minecraft survival character via Mineflayer, with a web UI, viewer, and custom TypeScript script execution. | 1 star | No one-command install · Source | |
| 49 | 22.557 | potassium-mcpmcp · other | A local MCP bridge between AI applications and the Potassium Roblox client. | 1 star | No one-command install · Source | |
| 49 | 22.557 | mcp-ps-storemcp · other | Enables AI assistants to access a PlayStation Network account's gaming history, including playtime, trophies, and library, to provide personalized… | 1 star | No one-command install · Source | |
| 49 | 22.557 | godot-mcp-toolkitmcp · other | Enables AI assistants to automate Godot 4 projects via headless tooling, live editor control, and runtime remote control, including scene building… | 1 star | No one-command install · Source | |
| 49 | 22.557 | korone-mcpmcp · other | An MCP bridge that lets AI assistants control Roblox Studio 2021 in real time, offering tools for workspace inspection, instance creation, and Lua… | 1 star | No one-command install · Source | |
| 49 | 22.557 | typewriter-mcpmcp · other | Enables AI assistants to read and edit storylines for the Typewriter Minecraft plugin, including pages, dialogues, facts, and triggers, over websocket… | 1 star | No one-command install · Source | |
| 49 | 22.557 | sterion66-godotmcp · other | Comprehensive Godot 4 integration with 40+ tools for project management, scripting, assets, and runtime control. | 1 star | No one-command install · Source | |
| 49 | 22.557 | farraskuy-godotmcp · other | 168 AI-powered tools for Godot 4 Editor enabling game development through natural language commands. | 1 star | No one-command install · Source | |
| 49 | 22.557 | cawb07-ue5-blueprintmcp · other | Bridges Unreal Engine 5 Blueprint visual scripting with natural language for programmatic creation and manipulation of Blueprints, widgets, and input… | 1 star | No one-command install · Source | |
| 49 | 22.557 | league-of-legendsmcp · other | Provides real-time access to League of Legends esports data including live matches, schedules, leagues, event details, and VODs through a standardized… | 1 star | No one-command install · Source | |
| 59 | Unranked | pipeworx-robloxmcp · other | Roblox public profile, friends, badges, games, and group lookups via the Pipeworx gateway. | No signals yet | No one-command install · Source | |
| 60 | Unranked | mc-rp-assistant-mcpmcp · other | Enables reading, validating, and managing Minecraft resource packs, including structure checks, asset listing, pack comparison, and Modrinth queries. | No signals yet | No one-command install · Source | |
| 61 | Unranked | mc-mod-configmcp · other | Enables reading, validating, comparing, and cleaning up Minecraft mod configuration files in .cfg, .toml, and .json formats. | No signals yet | No one-command install · Source | |
| 62 | Unranked | godot-forgemcp · other | Provides progressive-disclosure MCP access to Godot editor development, enabling tool discovery, task execution, inspection, and status tracking for… | No signals yet | No one-command install · Source | |
| 63 | Unranked | rbxmcpmcp · other | Provides Roblox game inspection and manipulation capabilities through MCP, including exploring the instance hierarchy, editing properties, decompiling… | No signals yet | No one-command install · Source | |
| 64 | Unranked | text2dmcp · other | Enables AI assistants to procedurally generate, edit, quantize, and export 2D retro pixel art textures and tilesets for game development, with… | No signals yet | No one-command install · Source | |
| 65 | Unranked | roblox-studio-mcp-v2mcp · other | Enables safe operation of multiple Roblox Studio sessions from concurrent Codex tasks by requiring explicit studio IDs and providing per-session… | No signals yet | No one-command install · Source | |
| 66 | Unranked | trendforge-mcpmcp · other | Enables querying YouTube gaming opportunity rankings to answer 'what should I record?' by providing tools for top games, game breakdowns with AI video… | No signals yet | No one-command install · Source | |
| 67 | Unranked | godot-universal-mcpmcp · other | Connects MCP-capable AI clients to a running Godot 4 editor for scene, node, project, and debug runtime operations via a local-first architecture. | No signals yet | No one-command install · Source | |
| 68 | Unranked | opencode-unreal-engine-mcp-bridgemcp · other | Bridges OpenCode to Unreal Engine 5 editor via a local TCP connection, enabling interaction with the editor such as querying project structure… | No signals yet | No one-command install · Source | |
| 69 | Unranked | godot-project-doctormcp · other | Analyzes Godot GDScript files for code quality and provides refactoring plans. Includes tools for script analysis, refactoring planning, and service… | No signals yet | No one-command install · Source | |
| 70 | Unranked | ai-godot-mcpmcp · other | Enables AI-driven game development by providing MCP tools to interact with the Godot editor, including scene editing, node manipulation, script… | No signals yet | No one-command install · Source | |
| 71 | Unranked | godot-ai-mcpmcp · other | Provides AI assistants with tools to launch the Godot editor, run projects, manipulate scenes, manage scripts, and control node properties through a… | No signals yet | No one-command install · Source | |
| 72 | Unranked | gh-dandyday-unrealmcpmcp · other | Control Unreal Engine 5.7 through a C++ plugin and Python bridge. | No signals yet | No one-command install · Source | |
| 73 | Unranked | robloxstudio-mcpmcp · other | Enables AI assistants to explore Roblox Studio game structure, read and edit scripts, and perform bulk changes locally and safely. | No signals yet | No one-command install · Source | |
| 74 | Unranked | mcp-minecraft-remotemcp · other | Enables AI assistants to remotely control a Minecraft player, including navigation, mining, building, and interaction with the world and other… | No signals yet | No one-command install · Source | |
| 75 | Unranked | dice-throwermcp · other | Simulates dice rolls with configurable number and sides for tabletop gaming and random number generation | No signals yet | No one-command install · Source | |
| 76 | Unranked | 2d-gamesskill · other | 2D game development principles. Sprites, tilemaps, physics, camera. | No signals yet | No commit datelisted | armory install 2d-games --cli claude |
| 77 | Unranked | 3d-gamesskill · other | 3D game development principles. Rendering, shaders, physics, cameras. | No signals yet | No commit datelisted | armory install 3d-games --cli claude |
| 78 | Unranked | aria-mcp-footballmcp · other | Tells you when your favourite football teams play and where to watch in Denmark, using data from TheSportsDB.com and built-in Danish broadcast hints. | No signals yet | No commit datelisted | No one-command install · Source |
| 79 | Unranked | gamedev-all-in-one-mcpmcp · other | Unifies Roblox Studio, Unity, Unreal Engine, and Blender into a single AI-powered control plane with 78 tools for automated game development. | No signals yet | No commit datelisted | No one-command install · Source |
| 80 | Unranked | gdai-mcp-plugin-godotmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 81 | Unranked | godot-mcpmcp · other | Enables AI assistants to interact with the Godot game engine, including launching the editor, running projects, capturing debug output, and managing… | No signals yet | No commit datelisted | No one-command install · Source |
| 82 | Unranked | godotswiftmcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 83 | Unranked | minecraftmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 84 | Unranked | minecraft-wiki-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 85 | Unranked | mobile-gamesskill · other | Mobile game development principles. Touch input, battery, performance, app stores. | No signals yet | No commit datelisted | armory install mobile-games --cli claude |
| 86 | Unranked | multiplayerskill · other | Multiplayer game development principles. Architecture, networking, synchronization. | No signals yet | No commit datelisted | armory install multiplayer --cli claude |
| 87 | Unranked | pc-gamesskill · other | PC and console game development principles. Engine selection, platform features, optimization strategies. | No signals yet | No commit datelisted | armory install pc-games --cli claude |
| 88 | Unranked | roblox-mcpmcp · other | AI-driven dashboard for Roblox games that enables AI assistants to communicate with Roblox games in real time through MCP integration. | No signals yet | No commit datelisted | No one-command install · Source |
| 89 | Unranked | robloxmcpmcp · other | Enables AI assistants to control Roblox clients through a WebSocket connection, allowing execution of Lua scripts, game state inspection, and player… | No signals yet | No commit datelisted | No one-command install · Source |
| 90 | Unranked | tip4servmcp · other | Monetize and manage your Tip4Serv gaming donation store. | No signals yet | No commit datelisted | No one-command install · Source |
| 91 | Unranked | unity-project-setupworkflow · other | Use PROACTIVELY to set up professional Unity game development projects with industry-standard structure, essential packages, and platform-optimized… | No signals yet | No commit datelisted | armory install unity-project-setup --cli claude |
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.