MCP MeasureMCP Measure

Index beobachtet

LIGHTS OUT WORKS Capability Search

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

Sollte ich dies verwenden

Qualität und Sicherheit

B
Qualität der Beschreibung
84%
Vollständigkeit des Schemas
50%
Qualität der Benennung
88%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

Befunde (2)

  • LOWTool 'discover_low' description lacks action verbin discover_low
  • LOWTool 'agent_gateway_contract' description lacks action verbin agent_gateway_contract

Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.

Kontextkosten

~1,534Tokens (Tool-Definitionen)
~2.9 KBTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (1.20% von 128k Kontext)

Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.

Installieren

Installation mit einem Klick

Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:

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

Remote-Endpunkte

https://lightsoutworks.org/mcpstreamable-http

Was es kann

Tool-Inventar

Tools (5)

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🟢search_capabilities(problem, limit)

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

Eingabe-Schema

{
  "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
}

Ausgabe-Schema

{
  "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.

Eingabe-Schema

{
  "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
}

Ausgabe-Schema

{
  "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.

Eingabe-Schema

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

Ausgabe-Schema

{
  "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.

Eingabe-Schema

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

Ausgabe-Schema

{
  "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.

Eingabe-Schema

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

Ausgabe-Schema

{
  "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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