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Koskamo

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

Sollte ich dies verwenden

Qualität und Sicherheit

A
Qualität der Beschreibung
100%
Vollständigkeit des Schemas
82%
Qualität der Benennung
80%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

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

Kontextkosten

~1,259Tokens (Tool-Definitionen)
~2.0 KBTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (0.98% 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": {
    "koskamo": {
      "url": "https://koskamo.com/api/mcp"
    }
  }
}

Remote-Endpunkte

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

Was es kann

Tool-Inventar

Tools (6)

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🟢koskamo_retrieve(query, dataset, top_k)

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

Eingabe-Schema

{
  "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"
  ]
}

Ausgabe-Schema

{
  "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.

Eingabe-Schema

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

Ausgabe-Schema

{
  "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.

Eingabe-Schema

{
  "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"
  ]
}

Ausgabe-Schema

{
  "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.

Eingabe-Schema

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

Ausgabe-Schema

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

List pending revisions for a dataset.

Eingabe-Schema

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

Ausgabe-Schema

{
  "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.

Eingabe-Schema

{
  "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"
  ]
}

Ausgabe-Schema

{
  "type": "object"
}

Empfohlene Prompts

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

Aufgezeichnete Aufrufbeispiele

1 / 4
Prompt: Example call to koskamo_list_revisions
Tool: koskamo_list_revisions
Eingabeparameter
{
  "dataset": "example-1"
}
Ausgabeergebnis
{
  "result": {
    "content": [
      {
        "type": "text",
        "text": "Public dataset not found"
      }
    ],
    "isError": true
  },
  "durationMs": 73
}
Dauer: 73ms

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