How Godot Engine’s scores are calculated

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [probe] https://docs.godotengine.org/llms.txt“PROBE llms.txt: HTTP 404 at https://docs.godotengine.org/llms.txt”
• [probe] https://docs.godotengine.org/en/stable/.md“PROBE docs-md: HTTP 404 at https://docs.godotengine.org/en/stable/.md”
• [probe] https://godotengine.org/“PROBE runtime negative (recorded 2026-09-15): godotengine.org serves no llms.txt (HTTP 404; docs.godotengine.org 404 as well) and docs pages have no .md mirrors. No official MCP exists (GitHub search `mcp org:godotengine` → 0 results); the community scene is large but fragmented — Coding-Solo/godot-mcp (5,698 stars) idle since 2026-04-16, hi-godot/godot-ai (2,437 stars) actively pushed 2026-09-15, three more repos at 600-800 stars.”

Run the product headlessly / in CI for automationweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [claimed-docs] https://docs.godotengine.org/en/stable/classes/class_editorscript.html“Scripts extending this class and implementing its _run() method can be executed from the Script Editor's File > Run menu option (or by pressing Ctrl + Shift + X) while the editor is running.”
• [claimed-docs] https://docs.godotengine.org/en/stable/classes/class_editorscript.html“This is useful for adding custom in-editor functionality to Godot.”
• [github] https://github.com/godotengine/godot“Games can be exported with one click to a number of platforms, including the major desktop platforms (Linux, macOS, Windows), mobile platforms (Android, iOS), as well as Web-based platforms and consoles.”
• [probe] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“official CLI documented at https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html”
• [probe] https://godotengine.org/download/“PROBE runtime (recorded 2026-09-15): Godot installs keylessly from Homebrew (cask godot 4.7.2, '2D and 3D game engine') — one command to the binary that runs `godot --headless` for CI builds, exports, and scripted editor automation.”

Plug MCP servers into this product so it can use their toolsweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

• [probe] https://godotengine.org/“PROBE runtime negative (recorded 2026-09-15): godotengine.org serves no llms.txt (HTTP 404; docs.godotengine.org 404 as well) and docs pages have no .md mirrors. No official MCP exists (GitHub search `mcp org:godotengine` → 0 results); the community scene is large but fragmented — Coding-Solo/godot-mcp (5,698 stars) idle since 2026-04-16, hi-godot/godot-ai (2,437 stars) actively pushed 2026-09-15, three more repos at 600-800 stars.”

Connect an agent via an official MCP serverweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

• [probe] https://godotengine.org/“PROBE runtime negative (recorded 2026-09-15): godotengine.org serves no llms.txt (HTTP 404; docs.godotengine.org 404 as well) and docs pages have no .md mirrors. No official MCP exists (GitHub search `mcp org:godotengine` → 0 results); the community scene is large but fragmented — Coding-Solo/godot-mcp (5,698 stars) idle since 2026-04-16, hi-godot/godot-ai (2,437 stars) actively pushed 2026-09-15, three more repos at 600-800 stars.”

Use an official CLIweight 2

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [probe] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“official CLI documented at https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html”
• [probe] https://godotengine.org/download/“PROBE runtime (recorded 2026-09-15): Godot installs keylessly from Homebrew (cask godot 4.7.2, '2D and 3D game engine') — one command to the binary that runs `godot --headless` for CI builds, exports, and scripted editor automation.”

Drive the product through a documented public APIweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [claimed-docs] https://docs.godotengine.org/en/stable/classes/class_editorscript.html“Scripts extending this class and implementing its _run() method can be executed from the Script Editor's File > Run menu option (or by pressing Ctrl + Shift + X) while the editor is running.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [claimed-docs] https://docs.godotengine.org/en/stable/classes/class_editorscript.html“This is useful for adding custom in-editor functionality to Godot.”
• [probe] https://godotengine.org/download/“PROBE runtime (recorded 2026-09-15): Godot installs keylessly from Homebrew (cask godot 4.7.2, '2D and 3D game engine') — one command to the binary that runs `godot --headless` for CI builds, exports, and scripted editor automation.”
• [probe] https://godotengine.org/asset-library/asset“PROBE runtime (recorded 2026-09-15): the Godot Asset Library exposes a keyless JSON API — GET godotengine.org/asset-library/api/asset?godot_version=4.3 returns structured asset records ({"result":[{"asset_id":...}) an agent can query directly.”
• [probe] https://docs.godotengine.org/llms.txt“PROBE llms.txt: HTTP 404 at https://docs.godotengine.org/llms.txt”
• [probe] https://docs.godotengine.org/en/stable/.md“PROBE docs-md: HTTP 404 at https://docs.godotengine.org/en/stable/.md”
• [probe] https://docs.godotengine.org/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.godotengine.org/openapi.json, https://docs.godotengine.org/swagger.json, https://docs.godotengine.org/api/openapi.json, https://docs.godotengine.org/.well-known/openapi.json)”
• [probe] https://godotengine.org/“PROBE runtime negative (recorded 2026-09-15): godotengine.org serves no llms.txt (HTTP 404; docs.godotengine.org 404 as well) and docs pages have no .md mirrors. No official MCP exists (GitHub search `mcp org:godotengine` → 0 results); the community scene is large but fragmented — Coding-Solo/godot-mcp (5,698 stars) idle since 2026-04-16, hi-godot/godot-ai (2,437 stars) actively pushed 2026-09-15, three more repos at 600-800 stars.”

Issue scoped/least-privilege API credentials for an agentweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Build against official SDKsweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/scripting/gdscript/gdscript_basics.html“GDScript is a high-level, object-oriented, imperative, and gradually typed programming language built for Godot.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/scripting/c_sharp/c_sharp_basics.html“C# is a high-level programming language developed by Microsoft. In Godot, it is implemented with the modern .NET runtime.”
• [claimed-docs] https://godotengine.org“Keep your code modular with an object-oriented API using Godot's own GDScript, C#, C++, or bring your own using GDExtension.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [probe] https://godotengine.org/asset-library/asset“PROBE runtime (recorded 2026-09-15): the Godot Asset Library exposes a keyless JSON API — GET godotengine.org/asset-library/api/asset?godot_version=4.3 returns structured asset records ({"result":[{"asset_id":...}) an agent can query directly.”
• [probe] https://godotengine.org/“PROBE runtime negative (recorded 2026-09-15): godotengine.org serves no llms.txt (HTTP 404; docs.godotengine.org 404 as well) and docs pages have no .md mirrors. No official MCP exists (GitHub search `mcp org:godotengine` → 0 results); the community scene is large but fragmented — Coding-Solo/godot-mcp (5,698 stars) idle since 2026-04-16, hi-godot/godot-ai (2,437 stars) actively pushed 2026-09-15, three more repos at 600-800 stars.”
• [probe] https://docs.godotengine.org/llms.txt“PROBE llms.txt: HTTP 404 at https://docs.godotengine.org/llms.txt”

Subscribe to events via webhooksweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Explore an interactive API reference with runnable examplesweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/scripting/gdscript/gdscript_basics.html“GDScript is a high-level, object-oriented, imperative, and gradually typed programming language built for Godot.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/scripting/c_sharp/c_sharp_basics.html“C# is a high-level programming language developed by Microsoft. In Godot, it is implemented with the modern .NET runtime.”
• [probe] https://docs.godotengine.org/llms.txt“PROBE llms.txt: HTTP 404 at https://docs.godotengine.org/llms.txt”
• [probe] https://docs.godotengine.org/en/stable/.md“PROBE docs-md: HTTP 404 at https://docs.godotengine.org/en/stable/.md”
• [probe] https://docs.godotengine.org/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.godotengine.org/openapi.json, https://docs.godotengine.org/swagger.json, https://docs.godotengine.org/api/openapi.json, https://docs.godotengine.org/.well-known/openapi.json)”

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [probe] https://docs.godotengine.org/openapi.json“PROBE openapi: all candidate paths 404 (https://docs.godotengine.org/openapi.json, https://docs.godotengine.org/swagger.json, https://docs.godotengine.org/api/openapi.json, https://docs.godotengine.org/.well-known/openapi.json)”
• [probe] https://docs.godotengine.org/llms.txt“PROBE llms.txt: HTTP 404 at https://docs.godotengine.org/llms.txt”
• [probe] https://docs.godotengine.org/en/stable/.md“PROBE docs-md: HTTP 404 at https://docs.godotengine.org/en/stable/.md”
• [probe] https://godotengine.org/“PROBE runtime negative (recorded 2026-09-15): godotengine.org serves no llms.txt (HTTP 404; docs.godotengine.org 404 as well) and docs pages have no .md mirrors. No official MCP exists (GitHub search `mcp org:godotengine` → 0 results); the community scene is large but fragmented — Coding-Solo/godot-mcp (5,698 stars) idle since 2026-04-16, hi-godot/godot-ai (2,437 stars) actively pushed 2026-09-15, three more repos at 600-800 stars.”

Test against a sandbox environment without touching production dataweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Rely on versioned APIs with a documented deprecation policyweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [community] https://hn.algolia.com/api/v1/items/36614114“Godot 3.5.2 is still the LTS version and still exports just great for the web... I decided to switch from Godot 4.0 C# to Godot 3.5.2 with GDScript and I've been happy ever since.”

Do everything through the API that I can do in the UIweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/plugins/editor/making_plugins.html“A plugin is a great way to extend the editor with useful tools. It can be made entirely with GDScript and standard scenes, without even reloading the editor.”
• [claimed-docs] https://docs.godotengine.org/en/stable/classes/class_editorscript.html“Scripts extending this class and implementing its _run() method can be executed from the Script Editor's File > Run menu option (or by pressing Ctrl + Shift + X) while the editor is running.”
• [probe] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“official CLI documented at https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html”
• [probe] https://godotengine.org/download/“PROBE runtime (recorded 2026-09-15): Godot installs keylessly from Homebrew (cask godot 4.7.2, '2D and 3D game engine') — one command to the binary that runs `godot --headless` for CI builds, exports, and scripted editor automation.”

Export all of my data in open formats and leaveweight 3

3 (weight) × 5 (quality) × 0.6 (partial) = 9.0 of 30 max

• [github] https://github.com/godotengine/godot“Godot is completely free and open source under the very permissive MIT license. No strings attached, no royalties, nothing.”
• [claimed-docs] https://godotengine.org/license/“You are free to use Godot Engine, for any purpose”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/assets_pipeline/import_process.html“Godot will automatically import these files internally and keep the imported resources hidden in a res://.godot/imported/ folder.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/assets_pipeline/import_process.html“To import assets in Godot, place your assets (image files, scenes, audio files, fonts, etc) directly in the project folder.”

Read the product's source under an open licenseweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

• [github] https://github.com/godotengine/godot“Godot is completely free and open source under the very permissive MIT license. No strings attached, no royalties, nothing.”
• [claimed-docs] https://godotengine.org/license/“You are free to use Godot Engine, for any purpose”
• [community] https://hn.algolia.com/api/v1/items/34982889“Akien does a great job managing the PRs. They have a decent system to enable them to review quickly and the core team does a ton of code reviews. Once you start contributing to Godot, it's pretty addicting.”

Self-host the core productweight 3

3 (weight) × 9 (quality) × 1.0 (full) = 27.0 of 30 max

• [github] https://github.com/godotengine/godot“Godot is completely free and open source under the very permissive MIT license. No strings attached, no royalties, nothing.”
• [claimed-docs] https://godotengine.org/license/“You are free to use Godot Engine, for any purpose”
• [github] https://github.com/godotengine/godot“See the official docs for compilation instructions for every supported platform.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [probe] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“official CLI documented at https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html”
• [probe] https://godotengine.org/download/“PROBE runtime (recorded 2026-09-15): Godot installs keylessly from Homebrew (cask godot 4.7.2, '2D and 3D game engine') — one command to the binary that runs `godot --headless` for CI builds, exports, and scripted editor automation.”

Get AI-generated insights and suggestions from my data inside the productweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 3 (quality) × 0.6 (partial) = 3.6 of 20 max

• [probe] https://godotengine.org/download/“PROBE runtime (recorded 2026-09-15): Godot installs keylessly from Homebrew (cask godot 4.7.2, '2D and 3D game engine') — one command to the binary that runs `godot --headless` for CI builds, exports, and scripted editor automation.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [claimed-docs] https://docs.godotengine.org/en/stable/classes/class_editorscript.html“Scripts extending this class and implementing its _run() method can be executed from the Script Editor's File > Run menu option (or by pressing Ctrl + Shift + X) while the editor is running.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/plugins/editor/making_plugins.html“A plugin is a great way to extend the editor with useful tools. It can be made entirely with GDScript and standard scenes, without even reloading the editor.”

Delegate tasks to a built-in AI assistant inside the productweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Operate the product with natural-language commandsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [probe] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“official CLI documented at https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html”
• [probe] https://godotengine.org/“PROBE runtime negative (recorded 2026-09-15): godotengine.org serves no llms.txt (HTTP 404; docs.godotengine.org 404 as well) and docs pages have no .md mirrors. No official MCP exists (GitHub search `mcp org:godotengine` → 0 results); the community scene is large but fragmented — Coding-Solo/godot-mcp (5,698 stars) idle since 2026-04-16, hi-godot/godot-ai (2,437 stars) actively pushed 2026-09-15, three more repos at 600-800 stars.”

Perform bulk operations across many items at onceweight 2

2 (weight) × 4 (quality) × 0.6 (partial) = 4.8 of 20 max

• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/assets_pipeline/import_process.html“Changing the import parameters of several assets at the same time is also possible.”
• [claimed-docs] https://docs.godotengine.org/en/stable/classes/class_editorscript.html“Scripts extending this class and implementing its _run() method can be executed from the Script Editor's File > Run menu option (or by pressing Ctrl + Shift + X) while the editor is running.”
• [claimed-docs] https://docs.godotengine.org/en/stable/classes/class_editorscript.html“This is useful for adding custom in-editor functionality to Godot.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Some developers like using the command line extensively. Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”
• [claimed-docs] https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html“Godot is designed to be friendly to them, so here are the steps for working entirely from the command line.”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Schedule recurring jobs or workflowsweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Version, review, and roll back my automationsweight 1

1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh