Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 201 | 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 | |
| 220 | 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 | |
| 221 | 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 | |
| 222 | Unranked | jsonui-rendermcp · front-end | Enables viewing Minecraft Bedrock JSON UI screens without a device, by reading resource packs and rendering the layout. | No signals yet | No one-command install · Source | |
| 223 | 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 | |
| 224 | 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 | |
| 225 | 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 | |
| 226 | Unranked | source-rag-mcpmcp · search | MCP server for searching, browsing, and analyzing decompiled Minecraft source code locally. Supports symbol lookup, text search, reference lookup, and… | No signals yet | No one-command install · Source | |
| 227 | 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 | |
| 228 | 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 | |
| 229 | 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 | |
| 230 | Unranked | mcp-thesportsdbmcp · ai-agents | Enables AI agents to query sports data including teams, players, events, and standings from TheSportsDB through natural language or direct tool calls. | No signals yet | No one-command install · Source | |
| 231 | 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 | |
| 232 | 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 | |
| 233 | Unranked | pipeworx-giant-bombmcp · search | Search and retrieve video game catalog data from Giant Bomb including characters, franchises, and releases. | No signals yet | No one-command install · Source | |
| 234 | Unranked | mcp-gaming-feedsmcp · ai-agents | Enables AI agents to list, read, and fetch gaming news feeds from curated sources or any RSS/Atom feed URL. | No signals yet | No one-command install · Source | |
| 235 | Unranked | game-dev-resource-mcpmcp · ai-agents | License-aware game development resource discovery MCP server. Helps AI coding agents find reusable game assets with commercial-use filtering, license… | No signals yet | No one-command install · Source | |
| 236 | 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 | |
| 237 | Unranked | modrinth-mcpmcp · search | Enables AI agents to search, read, and publish Minecraft mods on Modrinth, including creating projects and uploading jar files as new versions. | No signals yet | No one-command install · Source | |
| 238 | 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 | |
| 239 | Unranked | mc-pack-builder-mcpmcp · search | Enables creating Minecraft modpack structures, searching Modrinth mods, resolving dependencies, and checking compatibility. | No signals yet | No one-command install · Source | |
| 240 | 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 | |
| 241 | 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 | |
| 242 | Unranked | game-agent-factorymcp · ai-agents | Enables automated game development by orchestrating multi-agent teams (design, programming, 2D/3D art, supervision, QA) through LangGraph and an MCP… | No signals yet | No one-command install · Source | |
| 243 | 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 | |
| 244 | Unranked | minecraftbotmcp · ai-agents | Enables controlling an autonomous Minecraft Java Edition player through MCP, with structured world perception, navigation, gathering, crafting… | No signals yet | No one-command install · Source | |
| 245 | 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 | |
| 246 | Unranked | uemcpmcp · ai-agents | Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials, author Blueprints, and more, with zero plugin installation. | No signals yet | No one-command install · Source | |
| 247 | Unranked | ue5-gameplay-mcpmcp · front-end | Enables playing and observing a running Unreal Engine 5 game through virtual gamepad, keyboard, and mouse input, plus screen capture, log streaming… | No signals yet | No one-command install · Source | |
| 248 | 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 | |
| 249 | Unranked | minecraft-paper-mcpmcp · observability | Enables control and administration of a Paper Minecraft server, including process management, in-game commands via RCON, file editing, and log… | No signals yet | No one-command install · Source | |
| 250 | 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 | |
| 251 | 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 | |
| 252 | 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 | |
| 253 | 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 | |
| 254 | Unranked | godot-mcp-gatewaymcp · ai-agents | A local control plane that lets multiple AI coding agents share one Godot editor through independent MCP sessions, with ordered writes, playtest… | No signals yet | No one-command install · Source | |
| 255 | Unranked | game-agent-harnessmcp · ai-agents | MCP server for running deterministic Godot game scenarios, listing available scenarios, running single or soak tests, and reading test reports. | No signals yet | No one-command install · Source | |
| 256 | Unranked | white-hat-thumbnailsmcp · comms | MCP server that lets AI assistants manage Roblox thumbnails end to end, including performance tracking, generation, publishing, auto-rotation, and… | No signals yet | No one-command install · Source | |
| 257 | 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 | |
| 258 | Unranked | skript-mcpmcp · back-end | Enables interaction with a Minecraft server using Skript scripting language. Provides tools for checking and reloading Skript files, executing… | No signals yet | No one-command install · Source | |
| 259 | Unranked | roblox-devproducts-mcpmcp · back-end | A local MCP server that lets AI agents manage Roblox developer products and game passes through the Open Cloud API. | No signals yet | No one-command install · Source | |
| 260 | Unranked | game-asset-finder-mcpmcp · back-end | A search-first MCP server that queries multiple public asset sources and optional local libraries for game development, unifying results with Chinese… | No signals yet | No one-command install · Source | |
| 261 | Unranked | hullforge-mcp-connectormcp · ai-agents | An MCP server that enables Claude to drive a running Unreal Engine 5 editor, managing communication between the editor plugin and the LLM client… | No signals yet | No one-command install · Source | |
| 262 | Unranked | sftp-managermcp · ai-agents | MCP server providing safe, sandboxed SFTP access to game servers for AI agents, enabling config editing, addon installation, and backups without shell… | No signals yet | No one-command install · Source | |
| 263 | Unranked | game-engine-runtime-mcpmcp · ai-agents | An MCP server connecting Claude AI with game engine runtimes (Unity & Godot) for automated testing, log filtering, and scene hierarchy inspection. | No signals yet | No one-command install · Source | |
| 264 | Unranked | gdmcpmcp · ai-agents | MCP server that enables AI agents to control and interact with Godot 4 editor, allowing scene manipulation, file editing, and project inspection… | No signals yet | No one-command install · Source | |
| 265 | Unranked | nakama-mcpmcp · back-end | An MCP server that allows Claude and other hosts to interact with a Heroic Labs Nakama instance through both its Client API and Console API, enabling… | No signals yet | No one-command install · Source | |
| 266 | Unranked | igaming-odds-mcpmcp · back-end | MCP server providing deterministic betting odds tools including conversions, margin, parlay pricing, settlement, and Kelly staking. | No signals yet | No one-command install · Source | |
| 267 | Unranked | godot-assistantmcp · ai-agents | An MCP server that lets AI coding agents work on Godot 4 projects, including reading and editing scenes, writing and validating GDScript, running the… | No signals yet | No one-command install · Source | |
| 268 | Unranked | zenmcprobloxmcp · auth | A secure local AI controller for Roblox Studio that connects AI chat websites to Roblox via an authenticated bridge, enabling inspection, debugging… | No signals yet | No one-command install · Source | |
| 269 | Unranked | backloggd-mcpmcp · back-end | An MCP server for Backloggd, the video game tracker. It lets an AI assistant search the game catalogue and read and manage your library — statuses… | No signals yet | No one-command install · Source | |
| 270 | Unranked | scriptblox-mcpmcp · browser | Bridges Cursor with ScriptBlox via a Chrome extension, enabling search, read, upload, edit, and delete of Roblox scripts. | No signals yet | No one-command install · Source | |
| 271 | Unranked | comrades-of-war-archive-mcpmcp · payments | Enables AI agents to search and retrieve historical Spanish Call of Duty gaming community posts, with free search previews and pay-per-page… | No signals yet | No one-command install · Source | |
| 272 | Unranked | godot-documentation-mcp-servermcp · back-end | Enables AI assistants to search the Godot 4.7 documentation locally using hybrid keyword and semantic search, providing accurate API references with… | No signals yet | No one-command install · Source | |
| 273 | Unranked | roblox-bridge-agentmcp · auth | A local-first MCP bridge and script operations layer that connects coding agents to authorized Roblox Luau development clients via websocket, enabling… | No signals yet | No one-command install · Source | |
| 274 | Unranked | mcp-worldedit-craftscriptmcp · back-end | MCP server enabling AI assistants to write and run WorldEdit CraftScripts on a Minecraft server as specific players, using live selections and undo… | No signals yet | No one-command install · Source | |
| 275 | Unranked | minecraft-mcp-server-promcp · back-end | Enables AI agents to control Minecraft via MCP with configurable versions, creative building commands, survival helpers, and an autonomous agent loop. | No signals yet | No one-command install · Source | |
| 276 | Unranked | mine-mcpmcp · back-end | MCP server for Minecraft that manages map points, provides recipes and guides, and enables inspection/download of files and worlds via the exaroton… | No signals yet | No one-command install · Source | |
| 277 | Unranked | umodel-mcpmcp · back-end | MCP server that enables natural language listing, unpacking, and exporting of Unreal Engine game resources via umodel, including AES-encrypted pak… | No signals yet | No one-command install · Source | |
| 278 | Unranked | roblox-mcp-proxymcp · ai-agents | Enables cloud agents like Notion AI to connect to a local Roblox Studio MCP server via a persistent SSE bridge with authentication. | No signals yet | No one-command install · Source | |
| 279 | Unranked | valorlensmcp · observability | MCP server for Valorant esports analytics that exposes structured metrics and database query tools, enabling AI-assisted match analysis, player… | No signals yet | No one-command install · Source | |
| 280 | Unranked | blender-ue-bridgemcp · back-end | An MCP server for AI-driven Blender↔Unreal Engine bridge, providing 62 tools for 3D modeling, scene validation, and asset transfer across both… | No signals yet | No one-command install · Source | |
| 281 | Unranked | rbx-mcpmcp · back-end | An MCP server that bridges any MCP-capable AI host to Roblox Studio. The AI executes Lua live in Studio, reads output/errors, and iterates. | No signals yet | No one-command install · Source | |
| 282 | Unranked | bindaliasplus-mcpmcp · browser | MCP bridge for the BindAliasPlus Minecraft mod that lets AI agents control Minecraft by querying game state, taking screenshots, executing aliases… | No signals yet | No one-command install · Source | |
| 283 | Unranked | mc-hostmcp · back-end | Enables managing a local Minecraft hosting service through MCP, including server creation, start/stop, mod installation, and log retrieval. | No signals yet | No one-command install · Source | |
| 284 | Unranked | aseprite-asset-mcpmcp · back-end | MCP server for creating pixel art, characters, and scenes for Aseprite, generating deterministic plans and Godot-compatible manifests. | No signals yet | No one-command install · Source | |
| 285 | Unranked | ue-agent-harnessmcp · ai-agents | Acts as a middleware for the Unreal Engine 5.8 editor, serving as an MCP Server for LLMs (Claude/GPT) and an MCP Client for the UE MCP Server… | No signals yet | No one-command install · Source | |
| 286 | Unranked | framedash-game-telemetry-mcp-servermcp · ai-agents | MCP server for Framedash game telemetry -- query game analytics, heatmaps, perf regressions, retention, and alerts from Claude and other AI agents… | No signals yet | No one-command install · Source | |
| 287 | Unranked | godot-docs-mcp-servermcp · back-end | Enables searching and reading Godot documentation as Markdown. Provides tools to search for terms and retrieve matching documentation pages through… | No signals yet | No one-command install · Source | |
| 288 | Unranked | dx12-engine-mcp-servermcp · back-end | Enables AI agents to control the DX12 Engine editor for game development, including scene editing, entity manipulation, and playback testing via… | No signals yet | No one-command install · Source | |
| 289 | Unranked | hermes-worldkit-mcpmcp · auth | Controls a Godot editor adapter via MCP, reporting bridge status, scene summaries, and selected nodes, with secure WebSocket authentication and… | No signals yet | No one-command install · Source | |
| 290 | Unranked | txadmin-mcpmcp · back-end | Enables AI assistants to read and administer FiveM/RedM game servers via txAdmin, supporting queries about server status, players, bans, and actions… | No signals yet | No one-command install · Source | |
| 291 | 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 | |
| 292 | Unranked | mcsr-mcpmcp · back-end | A Model Context Protocol server that gives AI assistants real-time access to the MCSR Ranked competitive Minecraft speedrunning API, enabling… | No signals yet | No one-command install · Source | |
| 293 | 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 | |
| 294 | Unranked | animation-mcpmcp · front-end | Enables AI coding assistants to create and refine Roblox combat animations through tool calls, supporting the full pipeline from motion composition to… | No signals yet | No one-command install · Source | |
| 295 | Unranked | windows-debug-mcpmcp · back-end | Read-only MCP server for diagnosing Windows crashes, stability, and gaming performance by reading event logs, crash dumps, hardware inventory… | No signals yet | No one-command install · Source | |
| 296 | Unranked | weppy-railwaymcp · ai-agents | MCP server for Roblox Studio integration, enabling AI agents to interact with Roblox through SSE transport and a local HTTP bridge for plugin… | No signals yet | No one-command install · Source | |
| 297 | 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 | |
| 298 | Unranked | ogsyncmcp · ai-agents | Enables AI agents to interact with Roblox Studio via a token-efficient MCP server, live two-way script sync, and zero-friction plugin setup. | No signals yet | No one-command install · Source | |
| 299 | Unranked | autogodotmcp · front-end | Autonomous game development framework that lets AI agents program, design scenes, and run visual QA on Godot 4.x projects — all through the Model… | No signals yet | No one-command install · Source | |
| 300 | Unranked | gamedev-mcp-hubmcp · back-end | Aggregates game-development MCP servers (Blender, Godot, GitHub, Obsidian) behind one interface for AI clients, with smart task routing and a local… | 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.