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 | 98.242 | daxianlee-cocos-creatormcp · front-end | Integrates with Cocos Creator 3.8 game development workflows through TypeScript-based tools for scene manipulation, node management, component… | 1,373 stars · 319 forks | No one-command install · Source | |
| 4 | 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 | |
| 5 | 97.663 | chir24-unreal-enginemcp · front-end | Connects to Unreal Engine 5's Remote Control API to enable automated game development workflows including asset management, actor manipulation, level… | 851 stars · 159 forks | No one-command install · Source | |
| 6 | 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 | |
| 7 | 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 | |
| 8 | 96.906 | youichi-uda-godot-mcp-promcp · front-end | Premium MCP server for Godot game engine with 84 tools for scene editing, scripting, animation, tilemap, shader, input simulation, and runtime… | 584 stars · 74 forks | No one-command install · Source | |
| 9 | 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 | |
| 10 | 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 | |
| 11 | 96.511 | godot-mcp-full-controlmcp · front-end | An MCP server providing AI assistants with 149 tools to fully control the Godot game engine, including runtime code execution, scene manipulation… | 448 stars · 66 forks | No one-command install · Source | |
| 12 | 94.746 | soft-ue-climcp · ai-agents | MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ commands for spawning actors, editing Blueprints, managing assets, and more… | 205 stars · 46 forks | No one-command install · Source | |
| 13 | 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 | |
| 14 | 93.776 | mubarak-alketbi-game-asset-generatormcp · ai-agents | Connects to Hugging Face Spaces to generate 2D pixel art sprites and 3D game assets from text prompts using specialized AI models for rapid game… | 153 stars · 41 forks | No one-command install · Source | |
| 15 | 93.653 | glade-mcpmcp · ai-agents | Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to Unity or Godot. 300+ granular tools, an editor aware system prompt, game… | 205 stars · 21 forks | No one-command install · Source | |
| 16 | 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 | |
| 17 | 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 | |
| 18 | 92.795 | playcanvas-editormcp · browser | Enables real-time interaction with the PlayCanvas game engine through a Chrome extension that injects WebSocket capabilities into the Editor, allowing… | 132 stars · 27 forks | No one-command install · Source | |
| 19 | 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 | |
| 20 | 89.874 | netease-modsdkmcp · search | Provides documentation search, code generation, and code review for Minecraft China Edition (NetEase) ModSDK development. | 81 stars · 15 forks | No one-command install · Source | |
| 21 | 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 | |
| 22 | 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 | |
| 23 | 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 | |
| 24 | 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 | |
| 25 | 89.158 | ue5-mcp-servermcp · front-end | Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation of levels, actors, Blueprints, and Animation Blueprints through natural… | 62 stars · 21 forks | No one-command install · Source | |
| 26 | 89.003 | godot-mcp-docsmcp · comms | Provides AI assistants with access to the complete Godot Engine documentation, enabling developers to get answers about Godot classes, tutorials, and… | 71 stars · 14 forks | No one-command install · Source | |
| 27 | 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 | |
| 28 | 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 | |
| 29 | 88.084 | erodenn-godot-mcp-runtimemcp · front-end | MCP server for Godot 4.x with runtime control via injected UDP bridge: input simulation, screenshots, UI discovery, and live GDScript execution while… | 62 stars · 13 forks | No one-command install · Source | |
| 30 | 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 | |
| 31 | 86.858 | hope1026-weppy-roblox-mcpmcp · ai-agents | MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) directly control a live Roblox Studio session — create scripts… | 61 stars · 9 forks | No one-command install · Source | |
| 32 | 86.125 | ogmatrix-minecraft-moddingmcp · search | Semantic search across Fabric and NeoForge modding documentation with code examples | 63 stars · 7 forks | No one-command install · Source | |
| 33 | 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 | |
| 34 | 85.282 | unreal-mcpmcp · ai-agents | Enables Claude Desktop to interact with Unreal Engine 5.3 via Remote Control API, creating and manipulating 3D objects from text prompts for scene… | 47 stars · 9 forks | No one-command install · Source | |
| 35 | 84.603 | gerred-minecraft-bot-controlmcp · observability | Integrates Mineflayer to enable AI control of Minecraft bots for navigation, block manipulation, inventory management, and real-time game state… | 40 stars · 10 forks | No one-command install · Source | |
| 36 | 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 | |
| 37 | 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 | |
| 38 | 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 | |
| 39 | 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 | |
| 40 | 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 | |
| 41 | 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 | |
| 42 | 79.123 | rbxsync-mcpmcp · ai-agents | Enables AI agents to extract, sync, test, and debug Roblox games bidirectionally between Studio and filesystem via MCP. | 31 stars · 4 forks | No one-command install · Source | |
| 43 | 79.113 | andreyskyfoxsidorov-unity-editormcp · front-end | Integrates with Unity Editor through HTTP transport to enable real-time GameObject manipulation, component management, asset control, scene… | 27 stars · 5 forks | No one-command install · Source | |
| 44 | 79.061 | funplay-mcp-for-godotmcp · front-endalso listed as funplayai-godot | The most advanced MCP server for Godot Editor that lets AI assistants operate directly inside your running Godot project for scene creation, script… | 37 stars · 3 forks | No one-command install · Source | |
| 46 | 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 | |
| 47 | 78.805 | godot-engine-integrationmcp · browser | Comprehensive Godot 4.x integration with live editor manipulation, E2E game testing, auto-screenshot loops, and version-aware documentation queries. | 26 stars · 5 forks | No one-command install · Source | |
| 48 | 78.522 | nuskey8-godot-docsmcp · search | Provides direct access to complete Godot game engine documentation through search, content retrieval, and class information tools that fetch and… | 25 stars · 5 forks | No one-command install · Source | |
| 49 | 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 | |
| 50 | 76.443 | pyxelmcp · browser | Enables AI-assisted retro game development with Pyxel engine through script execution, screenshot capture, sprite inspection, and audio analysis. | 26 stars · 3 forks | No one-command install · Source | |
| 51 | 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 | |
| 52 | 74.488 | mming-lab-minecraft-bedrockmcp · ai-agents | Provides direct control over Minecraft Bedrock Edition through WebSocket connections, enabling agent movement, combat actions, world block… | 15 stars · 6 forks | No one-command install · Source | |
| 53 | 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 | |
| 54 | 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 | |
| 55 | 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 | |
| 55 | 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 | |
| 57 | 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 | |
| 58 | 72.290 | buildepicshit-wickmcp · observability | Capture Roslyn-enriched C# exception telemetry from Godot Engine games and deliver full diagnostic context to AI assistants in one call. | 20 stars · 2 forks | No one-command install · Source | |
| 59 | 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 | |
| 60 | 71.836 | romulus-31780mcp · search | ROMulus is a retro gaming ROM search engine that aggregates results from four major sites. Search by game title and console to get download page URLs… | 8,353 installs | No commit datelisted | No one-command install · Source |
| 60 | 71.836 | romulus-31780-2mcp · search | ROMulus is a retro gaming ROM search engine that aggregates results from four major sites. Search by game title and console to get download page URLs… | 8,353 installs | No commit datelisted | No one-command install · Source |
| 62 | 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 | |
| 63 | 71.388 | notpoiu-robloxmcp · auth | Bridges live Roblox game sessions with external systems through WebSocket or HTTP, enabling real-time Lua code execution, instance manipulation… | 60 stars | No commit datelisted | No one-command install · Source |
| 64 | 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 | |
| 65 | 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 | |
| 66 | 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 | |
| 67 | 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 | |
| 68 | 69.000 | prajnaavidya-godot-peekmcp · observability | Bridges Godot game engine with real-time debugging capabilities including scene execution, log monitoring, stack trace analysis, and game control… | 12 stars · 3 forks | No one-command install · Source | |
| 69 | 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 | |
| 70 | 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 | |
| 70 | 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 | |
| 72 | 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 | |
| 72 | 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 | |
| 74 | 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 | |
| 75 | 67.151 | haybamcp · ai-agents | An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, with tools for spawning actors, building PCG graphs, validating physics… | 12 stars · 2 forks | No one-command install · Source | |
| 76 | 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 | |
| 77 | 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 | |
| 78 | 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 | |
| 79 | 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 | |
| 80 | 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 | |
| 81 | 64.134 | inventivetalentdev-minecraftmcp · ai-agentsalso listed as minecraft-mcp | MCP servers for AI-assisted Minecraft development, bridging Claude to running Minecraft instances via WebSocket. | 12 stars · 1 fork | No one-command install · Source | |
| 83 | 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 | |
| 84 | 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 | |
| 85 | 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 | |
| 86 | 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 | |
| 87 | 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 | |
| 87 | 60.262 | game-thinkingmcp · front-end | Provides a structured tool for dynamic game design problem-solving, enabling developers to explore and iterate game mechanics through a sequential… | 7 stars · 2 forks | No one-command install · Source | |
| 89 | 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 | |
| 89 | 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 | |
| 91 | 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 | |
| 91 | 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 | |
| 93 | 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 | |
| 94 | 58.185 | ue-audio-mcpmcp · observability | Enables AI-powered game audio creation for Unreal Engine 5.7, integrating Wwise, MetaSounds, and Blueprint through MCP tools to generate DSP graphs… | 6 stars · 2 forks | No one-command install · Source | |
| 94 | 58.185 | haoyifan-silicon-pantheonmcp · ai-agents | Turn-based strategy game where AI agents (Claude, GPT, Grok) are the players and humans coach from the sideline. Agents command armies on tactical… | 6 stars · 2 forks | No one-command install · Source | |
| 94 | 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 | |
| 97 | 57.364 | stephenshorton-sboxmcp · front-end | Manipulates the s&box game engine editor with scene editing, component management, and asset integration. | 5 stars · 3 forks | No one-command install · Source | |
| 98 | 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 | |
| 100 | 57.245 | yamaru-hardware-probemcp · observability | Expert system hardware probe and performance diagnostic engine for AI, Gaming, and High-Performance workflows. Provides deep system insights such as… | 7 stars · 1 fork | 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.