{
  "x402Version": 2,
  "id": 29554,
  "slug": "29554",
  "resource": "https://netintel.dev/normalize/json",
  "description": "Conform messy or inconsistent JSON to a target schema using Claude Haiku — renames keys, coerces types (string→number, \"true\"→boolean, etc.), and fills missing fields with null, returning JSON that matches the exact shape the caller specified so agents can normalize data from varied sources into one consistent structure.",
  "type": "http",
  "serviceName": "NetIntel",
  "iconUrl": "https://res.cloudinary.com/bdb-prod/image/upload/c_fill,ar_1:1,w_256,h_256,f_auto,q_auto/v1784214098/bazaar-icons/7d2bf437631b2e4e.png",
  "resourceType": "AI Inference",
  "accepts": [
    {
      "scheme": "exact",
      "network": "eip155:8453",
      "payTo": "0xdaDc335482AD545296Fd7b28518A251fFCbEb9Df",
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "amount": "50000",
      "amountUsd": 0.05,
      "maxTimeoutSeconds": 300
    },
    {
      "scheme": "exact",
      "network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
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      "amount": "50000",
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  ],
  "outputSchema": {
    "properties": {
      "example": {
        "properties": {
          "cached": {
            "description": "True if served from the in-memory cache.",
            "type": "boolean"
          },
          "fields_in_schema": {
            "description": "Number of fields in the target schema.",
            "type": "number"
          },
          "fields_nulled": {
            "description": "Number of null fields in the output.",
            "type": "number"
          },
          "fields_populated": {
            "description": "Number of non-null fields in the output.",
            "type": "number"
          },
          "findings": {
            "description": "Informational findings (e.g. schema_mismatch_corrected, mostly_nulled).",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "grade": {
            "description": "Letter grade A-F.",
            "type": "string"
          },
          "normalized": {
            "description": "The input conformed to the target schema: keys are exactly the schema field names, values coerced to the declared types, missing fields null.",
            "type": "object"
          },
          "schema_match": {
            "description": "True when the model's output keys were exactly the schema field names. False when code had to force-conform (strip extra / add missing) keys.",
            "type": "boolean"
          },
          "score": {
            "description": "Quality score 0-100.",
            "type": "number"
          }
        },
        "type": "object"
      },
      "type": {
        "type": "string"
      }
    },
    "required": [
      "type"
    ],
    "type": "object"
  },
  "extensions": {
    "bazaar": {
      "info": {
        "input": {
          "body": {
            "data": {
              "active": "yes",
              "age": "42",
              "fullName": "Jane Doe",
              "signup": "March 1 2024",
              "tags": "vip,beta"
            },
            "schema": {
              "age": "number",
              "full_name": "string",
              "is_active": "boolean",
              "signup_date": "date",
              "tags": "string[]"
            }
          },
          "bodyType": "json",
          "method": "POST",
          "type": "http"
        },
        "output": {
          "example": {
            "cached": false,
            "fields_in_schema": 5,
            "fields_nulled": 0,
            "fields_populated": 5,
            "findings": [],
            "grade": "A",
            "normalized": {
              "age": 42,
              "full_name": "Jane Doe",
              "is_active": true,
              "signup_date": "2024-03-01",
              "tags": [
                "vip",
                "beta"
              ]
            },
            "schema_match": true,
            "score": 100
          },
          "type": "json"
        }
      },
      "schema": {
        "$schema": "https://json-schema.org/draft/2020-12/schema",
        "properties": {
          "input": {
            "additionalProperties": false,
            "properties": {
              "body": {
                "properties": {
                  "data": {
                    "description": "The messy JSON to normalize — a JSON string or an already-parsed object. Max 10000 words or 50KB.",
                    "type": [
                      "string",
                      "object"
                    ]
                  },
                  "schema": {
                    "description": "A map of field name → type token. Supported tokens: string, number, boolean, date, string[], number[], object. Max 50 fields. Output keys are forced to exactly these field names.",
                    "type": "object"
                  }
                },
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                  "schema"
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                "type": "object"
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                  "text"
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                "type": "string"
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              "method": {
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                "type": "string"
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                "type": "string"
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            "type": "object"
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                "properties": {
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                    "description": "True if served from the in-memory cache.",
                    "type": "boolean"
                  },
                  "fields_in_schema": {
                    "description": "Number of fields in the target schema.",
                    "type": "number"
                  },
                  "fields_nulled": {
                    "description": "Number of null fields in the output.",
                    "type": "number"
                  },
                  "fields_populated": {
                    "description": "Number of non-null fields in the output.",
                    "type": "number"
                  },
                  "findings": {
                    "description": "Informational findings (e.g. schema_mismatch_corrected, mostly_nulled).",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "grade": {
                    "description": "Letter grade A-F.",
                    "type": "string"
                  },
                  "normalized": {
                    "description": "The input conformed to the target schema: keys are exactly the schema field names, values coerced to the declared types, missing fields null.",
                    "type": "object"
                  },
                  "schema_match": {
                    "description": "True when the model's output keys were exactly the schema field names. False when code had to force-conform (strip extra / add missing) keys.",
                    "type": "boolean"
                  },
                  "score": {
                    "description": "Quality score 0-100.",
                    "type": "number"
                  }
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                "type": "object"
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              "type": {
                "type": "string"
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              "type"
            ],
            "type": "object"
          }
        },
        "required": [
          "input"
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        "type": "object"
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    }
  },
  "tags": [
    "json normalization",
    "data cleaning",
    "schema mapping",
    "text to json",
    "llm",
    "bazaar"
  ],
  "sourceHost": "netintel.dev",
  "lastUpdated": "2026-10-13T14:16:38.997Z",
  "quality": {
    "calls30d": 3,
    "uniquePayers30d": 3,
    "lastCalledAt": "2026-10-13T14:16:38.589Z"
  },
  "metadata": {
    "serviceName": "NetIntel",
    "iconUrl": "https://res.cloudinary.com/bdb-prod/image/upload/c_fill,ar_1:1,w_256,h_256,f_auto,q_auto/v1784214098/bazaar-icons/7d2bf437631b2e4e.png",
    "extensions": {
      "bazaar": {
        "info": {
          "input": {
            "body": {
              "data": {
                "active": "yes",
                "age": "42",
                "fullName": "Jane Doe",
                "signup": "March 1 2024",
                "tags": "vip,beta"
              },
              "schema": {
                "age": "number",
                "full_name": "string",
                "is_active": "boolean",
                "signup_date": "date",
                "tags": "string[]"
              }
            },
            "bodyType": "json",
            "method": "POST",
            "type": "http"
          },
          "output": {
            "example": {
              "cached": false,
              "fields_in_schema": 5,
              "fields_nulled": 0,
              "fields_populated": 5,
              "findings": [],
              "grade": "A",
              "normalized": {
                "age": 42,
                "full_name": "Jane Doe",
                "is_active": true,
                "signup_date": "2024-03-01",
                "tags": [
                  "vip",
                  "beta"
                ]
              },
              "schema_match": true,
              "score": 100
            },
            "type": "json"
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        },
        "schema": {
          "$schema": "https://json-schema.org/draft/2020-12/schema",
          "properties": {
            "input": {
              "additionalProperties": false,
              "properties": {
                "body": {
                  "properties": {
                    "data": {
                      "description": "The messy JSON to normalize — a JSON string or an already-parsed object. Max 10000 words or 50KB.",
                      "type": [
                        "string",
                        "object"
                      ]
                    },
                    "schema": {
                      "description": "A map of field name → type token. Supported tokens: string, number, boolean, date, string[], number[], object. Max 50 fields. Output keys are forced to exactly these field names.",
                      "type": "object"
                    }
                  },
                  "required": [
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                    "schema"
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                  "type": "object"
                },
                "bodyType": {
                  "enum": [
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                    "form-data",
                    "text"
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                  "type": "string"
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                "method": {
                  "enum": [
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                  "type": "string"
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                "type": {
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                  "type": "string"
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                "bodyType",
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              "type": "object"
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            "output": {
              "properties": {
                "example": {
                  "properties": {
                    "cached": {
                      "description": "True if served from the in-memory cache.",
                      "type": "boolean"
                    },
                    "fields_in_schema": {
                      "description": "Number of fields in the target schema.",
                      "type": "number"
                    },
                    "fields_nulled": {
                      "description": "Number of null fields in the output.",
                      "type": "number"
                    },
                    "fields_populated": {
                      "description": "Number of non-null fields in the output.",
                      "type": "number"
                    },
                    "findings": {
                      "description": "Informational findings (e.g. schema_mismatch_corrected, mostly_nulled).",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "grade": {
                      "description": "Letter grade A-F.",
                      "type": "string"
                    },
                    "normalized": {
                      "description": "The input conformed to the target schema: keys are exactly the schema field names, values coerced to the declared types, missing fields null.",
                      "type": "object"
                    },
                    "schema_match": {
                      "description": "True when the model's output keys were exactly the schema field names. False when code had to force-conform (strip extra / add missing) keys.",
                      "type": "boolean"
                    },
                    "score": {
                      "description": "Quality score 0-100.",
                      "type": "number"
                    }
                  },
                  "type": "object"
                },
                "type": {
                  "type": "string"
                }
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              "type": "object"
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          ],
          "type": "object"
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  "liveness": {
    "reliability": null
  },
  "verified": false,
  "featured": false,
  "provider": {
    "host": "netintel.dev",
    "manifest_name": "netintel.dev",
    "source": "cdp-mirror",
    "source_manifest_url": "https://api.cdp.coinbase.com/platform/v2/x402/discovery/resources",
    "submitted_at": "2026-10-14T01:15:01.050Z"
  },
  "exampleResponse": {
    "example": {
      "cached": true,
      "fields_in_schema": 0,
      "fields_nulled": 0,
      "fields_populated": 0,
      "findings": [
        "string"
      ],
      "grade": "string",
      "normalized": {},
      "schema_match": true,
      "score": 0
    },
    "type": "string"
  }
}