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 | 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 | |
| 2 | 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 | |
| 3 | 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 | |
| 4 | 22.557 | narrator-mcpmcp · browser | Captures screenshots, analyzes changes with Gemini, generates humorous narrations with sound effects, and plays them as speech via ElevenLabs… | 1 star | No one-command install · Source | |
| 5 | 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 | |
| 6 | 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 | |
| 7 | 22.557 | soundraw-game-bgmmcp · ai-agents | Enables AI agents to generate dynamic game background music by analyzing game scenes with DeepSeek and generating royalty-free tracks via Soundraw… | 1 star | No one-command install · Source | |
| 8 | 22.557 | godot-test-mcpmcp · ai-agents | MCP server for automated Godot 4 game testing. Enables launching games, capturing errors, and verifying changes from Claude Code or any MCP client. | 1 star | No one-command install · Source | |
| 9 | 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 | |
| 10 | 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 | |
| 11 | 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 | |
| 12 | 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 | |
| 13 | 22.557 | godot-docs-mcp-2mcp · search | Query Godot Engine documentation with full-text search across classes, methods, properties, and inheritance. | 1 star | No one-command install · Source | |
| 14 | 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 | |
| 15 | 22.557 | bionicsmcp · front-end | MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories, including Blueprint analysis, animation pipeline, and async tasks. | 1 star | No one-command install · Source | |
| 16 | 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 | |
| 17 | 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 | |
| 18 | 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 | |
| 19 | 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 | |
| 20 | 22.557 | aetherforgemcp · ai-agents | An AI-native game engine MCP server that enables AI agents to create, modify, and run games using 53 tools for scene creation, physics, audio, 3D… | 1 star | No one-command install · Source | |
| 21 | 22.557 | minecraft-wiki-mcp-servermcp · search | Enables searching and retrieving Minecraft Wiki content in multiple formats (wikitext, HTML, markdown) through MCP tools, with batch retrieval and… | 1 star | No one-command install · Source | |
| 22 | 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 | |
| 23 | 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 | |
| 24 | 22.557 | roblox-studio-mcp-2mcp · ai-agents | A production MCP integration that lets AI agents control Roblox Studio to autonomously build, test, and debug Roblox games. Provides 39 tools for… | 1 star | No one-command install · Source | |
| 25 | 22.557 | gdotmcpmcp · front-end | MCP server providing 174 tools for AI-powered Godot 4 development, enabling scene manipulation, scripting, animation, runtime analysis, and more. | 1 star | No one-command install · Source | |
| 26 | 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 | |
| 27 | 22.557 | hmcl-mcp-servermcp · ai-agents | MCP server that lets AI agents drive HMCL (Hello Minecraft! Launcher) programmatically to install Minecraft versions, search/download/import modpacks… | 1 star | No one-command install · Source | |
| 28 | 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 | |
| 29 | 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 | |
| 30 | 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 | |
| 31 | 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 | |
| 32 | 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 | |
| 33 | 22.557 | minecraft-codex-companionmcp · ai-agents | Local MCP server that lets AI agents control a Minecraft Forge 1.20.1 NPC to chat, move, gather, craft, build, fight, and manage inventory in a… | 1 star | No one-command install · Source | |
| 34 | 22.557 | potassium-mcpmcp · other | A local MCP bridge between AI applications and the Potassium Roblox client. | 1 star | No one-command install · Source | |
| 35 | 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 | |
| 36 | 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 | |
| 37 | 23.374 | agent8-mcp-servermcp · ai-agents | Provides tools for searching Agent8 game development code examples and system prompts to assist in Agent8 SDK development. | 1 fork | No one-command install · Source | |
| 38 | 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 | |
| 39 | 23.374 | raven-roblox-mcpmcp · auth | A Roblox MCP bridge that connects Codex and other MCP clients to a live Roblox client, enabling live inspection, control, and authorized reverse… | 1 fork | No one-command install · Source | |
| 40 | 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 | |
| 41 | 29.013 | openwebgal-assistantmcp · ai-agents | MCP server that automates WebGAL game development tasks such as resource management, script editing, documentation lookup, and AI-powered voice… | 1 star · 1 fork | No one-command install · Source | |
| 42 | 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 | |
| 43 | 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 | |
| 44 | 29.013 | robridgemcp · ai-agents | RoBridge is a free, open-source local MCP server that lets AI agents drive Roblox Studio—DataModel, scripts, terrain, lighting, UI, and playtests—with… | 1 star · 1 fork | No one-command install · Source | |
| 45 | 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 | 32.223 | kenji-game-enginemcp · front-end | Provides access to a modern TypeScript game engine with Entity Component System architecture, 2D Canvas rendering, and itch.io deployment for rapid… | 2 stars | No one-command install · Source | |
| 47 | 32.223 | aojiaoxiaolinlin-bevy-docsmcp · database | Semantic search for Bevy game engine documentation using vector embeddings and Milvus database. | 2 stars | No one-command install · Source | |
| 48 | 32.223 | sudigital-azure-game-studiomcp · front-end | Multi-engine game development toolkit generating production-ready code for Blender 3D modeling, Unity games, Flutter/Flame mobile games, and Figma UI… | 2 stars | No one-command install · Source | |
| 49 | 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 | |
| 50 | 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 | |
| 51 | 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 | |
| 52 | 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 | |
| 53 | 32.223 | mcp-serotoninmcp · ai-agents | Bridges MCP-capable LLM agents to the Serotonin Lua runtime, enabling live Roblox game interaction including instance tree navigation, memory access… | 2 stars | No one-command install · Source | |
| 54 | 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 | |
| 55 | 32.223 | godot-mcp-connectormcp · ai-agents | An out-of-the-box, zero-dependency Model Context Protocol (MCP) server integration designed specifically for the Godot Engine (4.x).Once connected… | 2 stars | No one-command install · Source | |
| 56 | 32.223 | godot-mcp-3mcp · ai-agents | An out-of-the-box, zero-dependency Model Context Protocol (MCP) server integration designed specifically for the Godot Engine (4.x).Once connected… | 2 stars | No one-command install · Source | |
| 57 | 32.223 | godot-mcp-2mcp · ai-agents | An out-of-the-box, zero-dependency Model Context Protocol (MCP) server integration designed specifically for the Godot Engine (4.x).Once connected… | 2 stars | No one-command install · Source | |
| 58 | 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 | |
| 59 | 32.223 | awesome-mineflayer-mcpmcp · ai-agents | A production-ready MCP server that gives an LLM agent standalone-equivalent control over a Mineflayer Minecraft bot — movement, mining, crafting… | 2 stars | No one-command install · Source | |
| 60 | 32.223 | netherite-stack-minecraft-survivalmcp · ai-agents | Enables LLM agents to play and survive in Minecraft through high-level intent-based commands via Mineflayer. | 2 stars | No one-command install · Source | |
| 61 | 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 | |
| 62 | 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 | |
| 63 | 32.223 | eggtartmcp · ai-agents | MCP server for Minecraft Bedrock Edition providing 7 tools for zone management, building, scanning, and command execution via LLM. | 2 stars | No one-command install · Source | |
| 64 | 32.223 | dcc-mcp-godotmcp · ai-agents | Enables Godot 4 editor interaction through MCP, including project/scene inspection, script writing, and a 2D roguelike skill for AI agents. | 2 stars | No one-command install · Source | |
| 65 | 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 | |
| 66 | 32.223 | minecraft-admin-mcpmcp · observability | A lightweight, self-hosted MCP server that provides a small set of administration tools for a single Minecraft Java Edition server, including… | 2 stars | No one-command install · Source | |
| 67 | 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 | |
| 68 | 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 | |
| 69 | 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 | |
| 70 | 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 | |
| 71 | 38.066 | mcp-steammcp · ai-agents | MCP server for Steam that enables LLM agents to manage gaming libraries, achievements, stats, and discover store content through 20 tools. | 2 stars · 1 fork | No one-command install · Source | |
| 72 | 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 | |
| 73 | 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 | |
| 74 | 38.412 | alex-gon-thegamecrafter-mcp-servermcp · front-end | Design, manage, and price tabletop games on The Game Crafter. Browse catalogs, create projects, upload artwork, get pricing. | 3 stars | No one-command install · Source | |
| 75 | 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 | |
| 76 | 38.412 | gregario-lorcana-oraclemcp · search | Disney Lorcana TCG card search, deck analysis, ink curves, lore generation, and franchise browsing. 7 tools, 2,710 cards embedded. | 3 stars | No one-command install · Source | |
| 77 | 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 | |
| 78 | 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 | |
| 79 | 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 | |
| 80 | 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 | |
| 81 | 41.082 | gregario-hearthstone-oraclemcp · search | Hearthstone card search, deck analysis, and strategy coaching. 9 tools covering card lookup, deck decoding, archetype classification, class… | 1 star · 2 forks | No one-command install · Source | |
| 82 | 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 | |
| 83 | 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 | |
| 84 | 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 | |
| 85 | 43.498 | niua-godot-mcpmcp · ai-agents | A local MCP server plus a bundled Godot editor addon that lets an AI agent create, inspect, run, debug, and export real Godot 4.6 games through tools. | 2 stars · 2 forks | No one-command install · Source | |
| 86 | 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 | |
| 87 | 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 | |
| 88 | 44.256 | iamjrmh-mcpbridgemcp · ai-agents | Bridge connecting Claude Code and Ollama to Roblox Studio and Blender for AI-assisted game and 3D development. | 3 stars · 1 fork | No one-command install · Source | |
| 89 | 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 | |
| 90 | 46.654 | lvsedeqinglvse-godot-ragmcp · search | Processes Godot game engine documentation by converting RST files to Markdown, chunking text, generating embeddings, and enabling semantic search for… | 5 stars | No commit datelisted | No one-command install · Source |
| 91 | 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 | |
| 92 | 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 | |
| 93 | 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 | |
| 94 | 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 | |
| 95 | 46.654 | iamthebestts-rodocsmcp · back-end | Search Roblox Creator Hub API references and development guides. | 5 stars | No one-command install · Source | |
| 96 | 46.654 | nova3d-mcpmcp · ai-agents | Enables AI agents to generate structured, part-aware 3D assets with named parts and real joints, allowing separate editing and integration into game… | 5 stars | No one-command install · Source | |
| 97 | 46.654 | lodordev-mcp-rommmcp · auth | MCP server for [RomM](https://github.com/rommapp/romm) retro game library manager. 19 read-only tools for browsing platforms, searching ROMs, viewing… | 5 stars | No one-command install · Source | |
| 98 | 47.273 | blockbenchmcpmcp · front-end | Enables AI assistants to build Minecraft models, textures, and animations directly inside Blockbench through the Model Context Protocol. | 3 stars · 2 forks | No one-command install · Source | |
| 99 | 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 | |
| 100 | 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 |
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.