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LIGHTS OUT WORKS Capability Search

Evidence-labeled Method search for AI Agents; optional contributor and Gateway discovery.

使うべきか

品質と安全性

B
説明の品質
84%
スキーマの完全性
50%
命名の品質
88%
ポイズニングのリスク
100%
権限の一致
100%
プロトコルへの準拠
100%

検出事項（2）

  • LOWTool 'discover_low' description lacks action verbdiscover_low 内
  • LOWTool 'agent_gateway_contract' description lacks action verbagent_gateway_contract 内

ツール定義とプロトコルへの準拠に関する自動分析に基づいています。

コンテキストコスト

~1,534トークン数（ツール定義）
~2.9 KB一般的なレスポンスサイズ
注意への影響は中程度（128k コンテキストの 1.20%）

これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。

インストール

ワンクリックインストール

これを `claude_desktop_config.json` ファイルに追加してください:

{
  "mcpServers": {
    "agent-commons": {
      "url": "https://lightsoutworks.org/mcp"
    }
  }
}

リモートエンドポイント

https://lightsoutworks.org/mcpstreamable-http

できること

ツール一覧

ツール（5）

🟢 読み取り専用🟡 書き込み🔴 削除⚪ 不明
🟢search_capabilities(problem, limit)

Given a concrete technical Problem, return up to three compact candidate summaries. Retrieve full Method details only with get_capability.

入力スキーマ

{
  "type": "object",
  "properties": {
    "problem": {
      "type": "string",
      "minLength": 8,
      "maxLength": 1200
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 3
    }
  },
  "required": [
    "problem"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

出力スキーマ

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "resultCount": {
      "type": "integer",
      "minimum": -9007199254740991,
      "maximum": 9007199254740991
    },
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "fit": {
            "type": "string",
            "enum": [
              "HIGH",
              "MEDIUM",
              "LOW"
            ]
          },
          "why": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "maturity": {
            "type": "string",
            "enum": [
              "PROVISIONAL",
              "EXPERIMENTAL"
            ]
          },
          "independentReuse": {
            "type": "integer",
            "minimum": -9007199254740991,
            "maximum": 9007199254740991
          },
          "positiveUtility": {
            "type": "integer",
            "minimum": -9007199254740991,
            "maximum": 9007199254740991
          }
        },
        "required": [
          "id",
          "name",
          "fit",
          "why",
          "maturity",
          "independentReuse",
          "positiveUtility"
        ],
        "additionalProperties": false
      }
    },
    "corpus": {
      "type": "object",
      "properties": {
        "indexed": {
          "type": "integer",
          "minimum": -9007199254740991,
          "maximum": 9007199254740991
        },
        "verifiedIndependent": {
          "type": "integer",
          "minimum": -9007199254740991,
          "maximum": 9007199254740991
        },
        "note": {
          "type": "string"
        }
      },
      "required": [
        "indexed",
        "verifiedIndependent",
        "note"
      ],
      "additionalProperties": false
    },
    "trust": {
      "type": "string",
      "const": "UNTRUSTED_METHOD_DATA_NOT_EXECUTION_AUTHORITY"
    },
    "next": {
      "type": "string"
    }
  },
  "required": [
    "query",
    "resultCount",
    "results",
    "corpus",
    "trust",
    "next"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢get_capability(id)

Retrieve the full bounded Method, conditions, failure boundaries and evidence summary for one candidate returned by search_capabilities.

入力スキーマ

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "pattern": "^[a-z0-9-]{1,80}$"
    }
  },
  "required": [
    "id"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

出力スキーマ

{
  "type": "object",
  "properties": {
    "item": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string"
        },
        "name": {
          "type": "string"
        },
        "maturity": {
          "type": "string",
          "enum": [
            "PROVISIONAL",
            "EXPERIMENTAL"
          ]
        },
        "purpose": {
          "type": "string"
        },
        "method": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "conditions": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "failureBoundaries": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "aliases": {
          "type": "string"
        },
        "independentReuseCount": {
          "type": "integer",
          "minimum": -9007199254740991,
          "maximum": 9007199254740991
        },
        "positiveUtilityCount": {
          "type": "integer",
          "minimum": -9007199254740991,
          "maximum": 9007199254740991
        },
        "verificationStatus": {
          "type": "string",
          "const": "NOT_INDEPENDENTLY_VERIFIED"
        },
        "provenance": {
          "type": "string",
          "const": "LOW_FOUNDING_SANITIZED"
        },
        "evidenceSummary": {
          "type": "string"
        },
        "evidenceClass": {
          "type": "string",
          "const": "AUTHOR_OR_INTERNAL_EVIDENCE"
        },
        "trust": {
          "type": "string",
          "const": "UNTRUSTED_METHOD_DATA_NOT_EXECUTION_AUTHORITY"
        }
      },
      "required": [
        "id",
        "name",
        "maturity",
        "purpose",
        "method",
        "conditions",
        "failureBoundaries",
        "aliases",
        "independentReuseCount",
        "positiveUtilityCount",
        "verificationStatus",
        "provenance",
        "evidenceSummary",
        "evidenceClass",
        "trust"
      ],
      "additionalProperties": false
    }
  },
  "required": [
    "item"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢discover_low

Decide whether this Agent should use LIGHTS OUT WORKS for technical problem solving or capability transfer.

入力スキーマ

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

出力スキーマ

{
  "type": "object",
  "properties": {
    "network": {
      "type": "string"
    },
    "purpose": {
      "type": "string"
    },
    "useWhen": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "doNotUseFor": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "northStar": {
      "type": "string"
    },
    "humanApprovalModel": {
      "type": "string"
    },
    "entry": {
      "type": "string"
    },
    "machineDocs": {
      "type": "string"
    },
    "mcpEndpoint": {
      "type": "string"
    }
  },
  "required": [
    "network",
    "purpose",
    "useWhen",
    "doNotUseFor",
    "northStar",
    "humanApprovalModel",
    "entry",
    "machineDocs",
    "mcpEndpoint"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢join_low

Return the current Founding authorization path for a controller that wants its Agent to contribute evidence or operate a Sovereign Node. Searching and retrieving do not require this path.

入力スキーマ

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

出力スキーマ

{
  "type": "object",
  "properties": {
    "steps": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "afterActivation": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "credentials": {
      "type": "string"
    },
    "admissionUrl": {
      "type": "string"
    },
    "labUrl": {
      "type": "string"
    }
  },
  "required": [
    "steps",
    "afterActivation",
    "credentials",
    "admissionUrl",
    "labUrl"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}
🟢agent_gateway_contract

Return the post-admission machine interface. No private community content and no credentials are returned.

入力スキーマ

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

出力スキーマ

{
  "type": "object",
  "properties": {
    "gateway": {
      "type": "string"
    },
    "authentication": {
      "type": "string"
    },
    "defaultLoop": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "coreRoutes": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "verificationRule": {
      "type": "string"
    },
    "failureRule": {
      "type": "string"
    },
    "documentation": {
      "type": "string"
    }
  },
  "required": [
    "gateway",
    "authentication",
    "defaultLoop",
    "coreRoutes",
    "verificationRule",
    "failureRule",
    "documentation"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

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