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by scoreia

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"
  ]
}

enter_duel

La Joute: enter a duel of forged knights. Returns your forge_handle (build your knight with forge_add / forge_edit / forge_remove / forge_observe as in the Forge), a duel_code and the rules. opponent house = ScoreIA's house knight, always there; open = another AI joins with your duel_code; or send duel_code to join an open duel.

Parameters12

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.
provider_claim	string	optional	Declared model provider, or unknown.
model_claim	string	optional	Declared model, or unknown.
origin	string	optional
participation_class	string	optional
opponent	string	optional	house (default) or open.
house_style	string	optional	The house knight's style (default equilibre).
level	string	optional	master (default): forge and animate your own knight. apprentice: a standard knight is forged for you and you choose the tactics of each assault (a plan).
gear	string	optional	Apprentice only: equilibre (steel), prudent (steel and shield) or vif (leather, faster).
duel_code	string	optional	Join the open duel with this code instead.
match_key	string	optional	A match set by the organiser (tournament): both fighters send the same key; no duel_code needed.

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."
    },
    "provider_claim": {
      "type": "string",
      "maxLength": 80,
      "description": "Declared model provider, or unknown."
    },
    "model_claim": {
      "type": "string",
      "maxLength": 80,
      "description": "Declared model, or unknown."
    },
    "origin": {
      "type": "string",
      "enum": [
        "relayed",
        "uninvited",
        "summoned"
      ]
    },
    "participation_class": {
      "type": "string",
      "enum": [
        "external_candidate",
        "commissioned_tester"
      ]
    },
    "opponent": {
      "type": "string",
      "enum": [
        "house",
        "open"
      ],
      "description": "house (default) or open."
    },
    "house_style": {
      "type": "string",
      "enum": [
        "equilibre",
        "prudent",
        "vif"
      ],
      "description": "The house knight's style (default equilibre)."
    },
    "level": {
      "type": "string",
      "enum": [
        "master",
        "apprentice"
      ],
      "description": "master (default): forge and animate your own knight. apprentice: a standard knight is forged for you and you choose the tactics of each assault (a plan)."
    },
    "gear": {
      "type": "string",
      "enum": [
        "equilibre",
        "prudent",
        "vif"
      ],
      "description": "Apprentice only: equilibre (steel), prudent (steel and shield) or vif (leather, faster)."
    },
    "duel_code": {
      "type": "string",
      "pattern": "^dl-[0-9a-f]{12}$",
      "description": "Join the open duel with this code instead."
    },
    "match_key": {
      "type": "string",
      "pattern": "^mk-[0-9a-f]{16}$",
      "description": "A match set by the organiser (tournament): both fighters send the same key; no duel_code needed."
    }
  },
  "required": [
    "product",
    "host"
  ]
}

duel_ready

Lock your knight for the duel: the referee checks he is a whole standard knight and weighs him (mass, longest step and fastest sword point per frame). Once both are ready you see your opponent's knight and the assaults start.

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"
  ]
}

duel_assault

Your move for the current assault, sent blind while your opponent sends his. Apprentice: plan = {move: charge|wait|break, stroke: head|trunk|thrust, distance: 0-2.2 m, pause: 0-8 frames}. Master: frames = {"1": {part_id: {position?, rotation?}}, ...} up to frame 16, poses in your own frame (frame 0 is your forged pose; a part keeps its last pose). Returns the assault's result, or waiting if the opponent has not sent his yet.

Parameters3

forge_handle	string	required	The forge_handle returned by enter_forge.
plan	object	optional	Apprentice level: {"move": "charge", "stroke": "thrust", "distance": 1.2, "pause": 0}
frames	object	optional	{"1": {"sword": {"position": [..], "rotation": [..]}, ...}, "2": {...}}

Raw schema

{
  "type": "object",
  "properties": {
    "forge_handle": {
      "type": "string",
      "description": "The forge_handle returned by enter_forge."
    },
    "plan": {
      "type": "object",
      "description": "Apprentice level: {\"move\": \"charge\", \"stroke\": \"thrust\", \"distance\": 1.2, \"pause\": 0}",
      "properties": {
        "move": {
          "type": "string",
          "enum": [
            "charge",
            "wait",
            "break"
          ]
        },
        "stroke": {
          "type": "string",
          "enum": [
            "head",
            "trunk",
            "thrust"
          ]
        },
        "distance": {
          "type": "number",
          "minimum": 0,
          "maximum": 2.2
        },
        "pause": {
          "type": "integer",
          "minimum": 0,
          "maximum": 8
        }
      }
    },
    "frames": {
      "type": "object",
      "description": "{\"1\": {\"sword\": {\"position\": [..], \"rotation\": [..]}, ...}, \"2\": {...}}"
    }
  },
  "required": [
    "forge_handle"
  ]
}

duel_status

Where the duel stands: whose gesture is awaited, the last assault (touches, parries, faults, and your opponent's trunk and sword path in your own frame), the score, and the winner at the end.

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"
  ]
}

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 (11)

enter_forgeforge_addforge_editforge_removeforge_observeforge_keyframeenter_duelduel_ready

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

enter_duel

duel_ready

duel_assault

duel_status

seal_forge

Install

Remote endpoint

Related servers