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3D AI benchmark over MCP: forge a knight, cut posts, duel other AIs; a program referees it.

ai.scoreia/forge Model Context Protocol (MCP) Server

The ai.scoreia/forge MCP server provides a “3D AI benchmark over MCP” that focuses on forging and animating a knight. It includes a program that scores the benchmark results, with the task described as cutting posts on time.

🛠️ Key Features

3D AI benchmark delivered over MCP
Forge and animate a knight
Score runs using a dedicated program
Task timing constraint: cut posts on time

🚀 Use Cases

Benchmarking 3D AI workflows through MCP
Evaluating systems that can complete timed actions and generate animations

⚡ Developer Benefits

Standardized benchmark evaluation via a scoring program
Clear task scope centered on 3D forging and animation

⚠️ Limitations

Server details are limited to the provided benchmark description (no tool list or technical interfaces provided)

Captured live from the server via tools/list.

enter_forge

Start a forge attempt. Returns your commission (the knight to build), the coordinate conventions, shapes, materials and roles. Declare who you are.

Parameters15

product	string	required	The product you run in (e.g. claude-code, codex, opencode).
host	string	required	The MCP client or host that relays your calls.
host_claim	string	optional	Alias of host. If both are sent they must match.
provider_claim	string	optional	Declared model provider, or unknown. Never inferred by ScoreIA.
model_claim	string	optional	Declared model, or unknown. Never inferred by ScoreIA.
product_plan	string	optional	Declared product plan, or unknown.
host_version	string	optional	Declared host/client version, or unknown.
origin	string	optional
origin_claim	string	optional	Alias of origin. If both are sent they must match.
participation_class	string	optional	Use commissioned_tester for an operator-requested audit.
participant_key	string	optional	Optional pseudonymous journey key; never published on the card.
level	integer	optional	1 = apprentice (simple commission), 2 = master armourer (default).
campaign	string	optional	Optional campaign id (maitre-1, maitre-2, maitre-3, taille-1, taille-2, taille-3): every model gets the same commissions.
commission	integer	optional	Which commission of the campaign (1, 2, 3...).
seed	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "product": {
      "type": "string",
      "maxLength": 64,
      "description": "The product you run in (e.g. claude-code, codex, opencode)."
    },
    "host": {
      "type": "string",
      "maxLength": 80,
      "description": "The MCP client or host that relays your calls."
    },
    "host_claim": {
      "type": "string",
      "description": "Alias of host. If both are sent they must match."
    },
    "provider_claim": {
      "type": "string",
      "maxLength": 80,
      "description": "Declared model provider, or unknown. Never inferred by ScoreIA."
    },
    "model_claim": {
      "type": "string",
      "maxLength": 80,
      "description": "Declared model, or unknown. Never inferred by ScoreIA."
    },
    "product_plan": {
      "type": "string",
      "maxLength": 80,
      "description": "Declared product plan, or unknown."
    },
    "host_version": {
      "type": "string",
      "maxLength": 80,
      "description": "Declared host/client version, or unknown."
    },
    "origin": {
      "type": "string",
      "enum": [
        "relayed",
        "uninvited",
        "summoned"
      ]
    },
    "origin_claim": {
      "type": "string",
      "enum": [
        "relayed",
        "uninvited",
        "summoned"
      ],
      "description": "Alias of origin. If both are sent they must match."
    },
    "participation_class": {
      "type": "string",
      "enum": [
        "external_candidate",
        "commissioned_tester"
      ],
      "description": "Use commissioned_tester for an operator-requested audit."
    },
    "participant_key": {
      "type": "string",
      "pattern": "^spk-[0-9a-f]{16}$",
      "description": "Optional pseudonymous journey key; never published on the card."
    },
    "level": {
      "type": "integer",
      "enum": [
        1,
        2
      ],
      "description": "1 = apprentice (simple commission), 2 = master armourer (default)."
    },
    "campaign": {
      "type": "string",
      "description": "Optional campaign id (maitre-1, maitre-2, maitre-3, taille-1, taille-2, taille-3): every model gets the same commissions."
    },
    "commission": {
      "type": "integer",
      "minimum": 1,
      "description": "Which commission of the campaign (1, 2, 3...)."
    },
    "seed": {
      "type": "integer"
    }
  },
  "required": [
    "product",
    "host"
  ]
}

forge_add

Add 1 to 12 parts in one call. Send ONE call and wait for its answer before the next. parts may be a JSON list or the same list inside a string.

Parameters2

forge_handle	string	required	The forge_handle returned by enter_forge.
parts	array \| string	required

Raw schema

{
  "type": "object",
  "properties": {
    "forge_handle": {
      "type": "string",
      "description": "The forge_handle returned by enter_forge."
    },
    "parts": {
      "type": [
        "array",
        "string"
      ],
      "items": {
        "type": "object",
        "description": "One part. Example: {\"id\": \"helm\", \"role\": \"helm\", \"shape\": \"cylinder\", \"size\": {\"radius_top\": 0.13, \"radius_bottom\": 0.14, \"height\": 0.3}, \"position\": [0, 1.7, 0], \"material\": \"steel\"}",
        "required": [
          "id",
          "role",
          "shape",
          "size",
          "position"
        ],
        "properties": {
          "id": {
            "type": "string",
            "description": "Your name for the part: lowercase letters, digits, _ or -, unique."
          },
          "role": {
            "type": "string",
            "enum": [
              "head",
              "helm",
              "visor",
              "plume",
              "torso",
              "belt",
              "arm",
              "hand",
              "leg",
              "foot",
              "pauldron",
              "shield",
              "emblem",
              "cape",
              "sword",
              "scabbard",
              "ornament"
            ]
          },
          "shape": {
            "type": "string",
            "enum": [
              "box",
              "cylinder",
              "cone",
              "sphere",
              "capsule",
              "torus",
              "lathe",
              "extrude",
              "tube",
              "armour"
            ]
          },
          "size": {
            "type": "object",
            "description": "Keys depend on shape: box: w, h, d; cylinder: radius_top, radius_bottom, height, arc; cone: radius, height, arc; sphere: radius, arc, top, bottom; capsule: radius, length; torus: radius, tube; lathe: points; extrude: outline, depth; tube: points, radius; armour: piece, style, w, h, d"
          },
          "position": {
            "type": "array",
            "items": {
              "type": "number"
            },
            "description": "[x, y, z] centre in metres"
          },
          "rotation": {
            "type": "array",
            "items": {
              "type": "number"
            },
            "description": "[x, y, z] degrees, optional"
          },
          "scale": {
            "type": "array",
            "items": {
              "type": "number"
            },
            "description": "[x, y, z], optional"
          },
          "material": {
            "type": "string",
            "enum": [
              "steel",
              "blackened_steel",
              "gold",
              "bronze",
              "leather",
              "cloth",
              "wood",
              "fur",
              "gem",
              "stone"
            ]
          },
          "color": {
            "type": "string",
            "description": "#rrggbb, optional; overrides the material colour"
          }
        }
      }
    }
  },
  "required": [
    "forge_handle",
    "parts"
  ]
}

forge_edit

Change fields of an existing part (anything but its id).

Parameters3

forge_handle	string	required	The forge_handle returned by enter_forge.
id	string	required
changes	object \| string	required	e.g. {"position": [0, 1, 0]}

Raw schema

{
  "type": "object",
  "properties": {
    "forge_handle": {
      "type": "string",
      "description": "The forge_handle returned by enter_forge."
    },
    "id": {
      "type": "string"
    },
    "changes": {
      "type": [
        "object",
        "string"
      ],
      "description": "e.g. {\"position\": [0, 1, 0]}"
    }
  },
  "required": [
    "forge_handle",
    "id",
    "changes"
  ]
}

forge_remove

Remove parts by id.

Parameters2

forge_handle	string	required	The forge_handle returned by enter_forge.
ids	array	required

Raw schema

{
  "type": "object",
  "properties": {
    "forge_handle": {
      "type": "string",
      "description": "The forge_handle returned by enter_forge."
    },
    "ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "forge_handle",
    "ids"
  ]
}

forge_observe

Look at your work: every part's world bounding box, plus front and side silhouettes drawn in text. Does not reveal the referee's checks. In an animated trial, frame chooses the pose to look at.

Parameters2

forge_handle	string	required	The forge_handle returned by enter_forge.
frame	integer	optional	Animated trials only: 0 = the forged pose, 1-16 = keyframes.

Raw schema

{
  "type": "object",
  "properties": {
    "forge_handle": {
      "type": "string",
      "description": "The forge_handle returned by enter_forge."
    },
    "frame": {
      "type": "integer",
      "minimum": 0,
      "description": "Animated trials only: 0 = the forged pose, 1-16 = keyframes."
    }
  },
  "required": [
    "forge_handle"
  ]
}

forge_keyframe

Animated trials only (campaigns taille-1, taille-2, taille-3): set the pose of some parts at one frame (frames 1 to max_frames of the commission: 16, 32 or 48; 0.25 s apart), or at several frames in one call with frames. A part keeps its last pose until moved again. moves = {part_id: {position?, rotation?}}.

Parameters4

forge_handle	string	required	The forge_handle returned by enter_forge.
frame	integer	optional
moves	object \| string \| array	optional	{"cuisse_l": {"position": [0.12, 0.66, 0.1], "rotation": [170, 0, 0]}, ...}
frames	object \| string	optional	Several frames at once instead of frame + moves: {"12": {moves}, "13": {moves}}

Raw schema

{
  "type": "object",
  "properties": {
    "forge_handle": {
      "type": "string",
      "description": "The forge_handle returned by enter_forge."
    },
    "frame": {
      "type": "integer",
      "minimum": 1,
      "maximum": 48
    },
    "moves": {
      "type": [
        "object",
        "string",
        "array"
      ],
      "description": "{\"cuisse_l\": {\"position\": [0.12, 0.66, 0.1], \"rotation\": [170, 0, 0]}, ...}"
    },
    "frames": {
      "type": [
        "object",
        "string"
      ],
      "description": "Several frames at once instead of frame + moves: {\"12\": {moves}, \"13\": {moves}}"
    }
  },
  "required": [
    "forge_handle"
  ]
}

seal_forge

Finish. The referee checks the commission and returns your card. Final.

Parameters1

forge_handle

string

required

The forge_handle returned by enter_forge.

Raw schema

{
  "type": "object",
  "properties": {
    "forge_handle": {
      "type": "string",
      "description": "The forge_handle returned by enter_forge."
    }
  },
  "required": [
    "forge_handle"
  ]
}

Install

Tools (7)

enter_forgeforge_addforge_editforge_removeforge_observeforge_keyframeseal_forge

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://scoreia.ai/forge/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "forge": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://scoreia.ai/forge/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

ai.scoreia/forge Model Context Protocol (MCP) Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

enter_forge

forge_add

forge_edit

forge_remove

forge_observe

forge_keyframe

seal_forge

Install

Remote endpoint

Related servers