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índice observado

Koskamo

Cited, versioned knowledge for agents: retrieve sourced passages and propose owner-approved fixes.

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Calidad y seguridad

A
Calidad de la descripción
100%
Integridad del esquema
82%
Calidad de los nombres
80%
Riesgo de envenenamiento
100%
Coincidencia de permisos
100%
Cumplimiento del protocolo
100%

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~1,259Tokens (definiciones de herramientas)
~2.0 KBTamaño de respuesta típico
Impacto moderado en la atención (0.98% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

{
  "mcpServers": {
    "koskamo": {
      "url": "https://koskamo.com/api/mcp"
    }
  }
}

Puntos de conexión remotos

https://koskamo.com/api/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Herramientas (6)

🟢 Solo lectura🟡 Escritura🔴 Eliminación⚪ Desconocido
🟢koskamo_retrieve(query, dataset, top_k)

Look up cited passages from public Koskamo datasets so an agent can answer from facts instead of guessing.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 2000,
      "description": "The question or search string"
    },
    "dataset": {
      "type": "string",
      "description": "Optional dataset id or slug. Defaults to all public datasets."
    },
    "top_k": {
      "type": "integer",
      "minimum": 1,
      "maximum": 12
    }
  },
  "required": [
    "query"
  ]
}

Esquema de salida

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "passages": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "text",
          "score",
          "datasetId",
          "datasetSlug",
          "datasetName",
          "datasetVersion",
          "documentId",
          "documentTitle",
          "documentVersion",
          "sourceUrl",
          "chunkId",
          "ordinal",
          "version",
          "createdAt"
        ],
        "properties": {
          "text": {
            "type": "string"
          },
          "score": {
            "type": "number",
            "description": "Ranking score within the retrieval engine; not a confidence probability"
          },
          "datasetId": {
            "type": "string"
          },
          "datasetSlug": {
            "type": "string"
          },
          "datasetName": {
            "type": "string"
          },
          "datasetVersion": {
            "type": "integer",
            "description": "Dataset version at retrieval time; cite this"
          },
          "documentId": {
            "type": "string"
          },
          "documentTitle": {
            "type": "string"
          },
          "documentVersion": {
            "type": "integer",
            "description": "Document content version; increments when an approved revision replaces the document"
          },
          "sourceUrl": {
            "type": "string"
          },
          "chunkId": {
            "type": "string",
            "description": "Chunk uuid for database-backed datasets; dataset:document:ordinal for the bundled catalog"
          },
          "ordinal": {
            "type": "integer",
            "description": "Chunk position inside the source document"
          },
          "version": {
            "type": "integer",
            "description": "Alias of datasetVersion kept for existing citers"
          },
          "createdAt": {
            "type": "string",
            "format": "date-time",
            "description": "Document creation timestamp"
          }
        }
      }
    }
  },
  "required": [
    "query",
    "passages"
  ]
}
🟢koskamo_list_datasets

List public Koskamo datasets an agent may retrieve from.

Esquema de entrada

{
  "type": "object",
  "properties": {}
}

Esquema de salida

{
  "type": "object",
  "properties": {
    "datasets": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "id",
          "slug",
          "name",
          "description",
          "visibility",
          "version",
          "documentCount",
          "createdAt"
        ],
        "properties": {
          "id": {
            "type": "string",
            "format": "uuid"
          },
          "slug": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "description": {
            "type": "string"
          },
          "visibility": {
            "type": "string",
            "enum": [
              "public",
              "private"
            ]
          },
          "version": {
            "type": "integer",
            "description": "Increments every time a document write goes live"
          },
          "documentCount": {
            "type": "integer"
          },
          "createdAt": {
            "type": "string",
            "format": "date-time"
          },
          "publisher": {
            "type": "string",
            "description": "Publisher attribution, when supplied"
          },
          "license": {
            "type": "string",
            "description": "Reuse information, when supplied; consult the original source"
          },
          "reviewedAt": {
            "type": "string",
            "format": "date-time",
            "description": "Editorial review date, when supplied"
          },
          "readOnly": {
            "type": "boolean",
            "description": "Application-maintained reference datasets do not accept API revisions"
          }
        }
      }
    }
  },
  "required": [
    "datasets"
  ]
}
🟡koskamo_propose_revision(dataset, action, title, text, rationale, ...)

Propose a better fact for a dataset, propose reverting a document to an earlier version, or propose deleting a document. The change stays pending until a dataset owner approves it.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "dataset": {
      "type": "string",
      "description": "Dataset id or slug"
    },
    "action": {
      "type": "string",
      "enum": [
        "add_document",
        "replace_document",
        "delete_document"
      ],
      "description": "Defaults to add_document. delete_document needs only dataset and document_id."
    },
    "title": {
      "type": "string",
      "description": "Required unless action is delete_document"
    },
    "text": {
      "type": "string",
      "description": "The improved document text; required unless action is delete_document"
    },
    "rationale": {
      "type": "string"
    },
    "document_id": {
      "type": "string",
      "description": "Set to replace or delete an existing document"
    },
    "restore_version": {
      "type": "integer",
      "minimum": 1,
      "description": "With replace_document and document_id, propose reverting the document to this stored version; title/text are taken from the version history."
    },
    "source_url": {
      "type": "string"
    }
  },
  "required": [
    "dataset"
  ]
}

Esquema de salida

{
  "type": "object"
}
🟢koskamo_get_history(dataset)

Get the document version timeline for a public dataset: every document (including deleted ones) with the version history produced by approved revisions.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "dataset": {
      "type": "string",
      "description": "Dataset id or slug"
    }
  },
  "required": [
    "dataset"
  ]
}

Esquema de salida

{
  "type": "object"
}
🟢koskamo_list_revisions(dataset)

List pending revisions for a dataset.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "dataset": {
      "type": "string"
    }
  },
  "required": [
    "dataset"
  ]
}

Esquema de salida

{
  "type": "object"
}
🔴koskamo_decide_revision(revision_id, decision, note)

Approve or reject a pending revision. Requires the dataset owner's API key or KNOWLEDGE_ADMIN_KEY. Approved text is chunked and becomes retrievable.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "revision_id": {
      "type": "string",
      "description": "Revision id returned by koskamo_propose_revision or koskamo_list_revisions"
    },
    "decision": {
      "type": "string",
      "enum": [
        "approved",
        "rejected"
      ]
    },
    "note": {
      "type": "string",
      "description": "Optional review note"
    }
  },
  "required": [
    "revision_id",
    "decision"
  ]
}

Esquema de salida

{
  "type": "object"
}

Prompts recomendados

list_items
List all [items] available in Koskamo
Herramientas esperadas: koskamo_list_datasets
explore_workflow
List available [items], then get details for each one using Koskamo
Herramientas esperadas: koskamo_list_datasetskoskamo_get_history
retrieve_data
Get details about [item] from Koskamo
Herramientas esperadas: koskamo_get_history
fetch_info
Fetch [information type] using Koskamo
Herramientas esperadas: koskamo_get_history
browse_collection
Show me the [collection] from Koskamo
Herramientas esperadas: koskamo_list_datasets

Ejemplos de llamadas registradas

1 / 4
Prompt: Example call to koskamo_list_revisions
Herramienta: koskamo_list_revisions
Parámetros de entrada
{
  "dataset": "example-1"
}
Resultado de salida
{
  "result": {
    "content": [
      {
        "type": "text",
        "text": "Public dataset not found"
      }
    ],
    "isError": true
  },
  "durationMs": 73
}
Duración: 73ms

Comunidad

Califica este servidor

Evidencia

Observaciones recientes

verificadoversión no registrada6 herramientas
verificadoversión no registrada6 herramientas