Server definition

Hash: sha256:8a172a2ff5f390a5b32f527bf0ba54468fa2e52c6e1fa4165f40d6a63d044641
What it is: What a remote MCP server returned when asked what it offers: 5 tools

The blob, as servednamed by its sha256

{
  "instructions": "Forge provides five deterministic micro-tools for data pipelines and AI agents. Tool calls require a HumanMirror Forge API key and consume one credit when successful.",
  "tools": [
    {
      "description": "Normalize JSON deterministically: trim strings, normalize object keys, optionally remove empty values, and sort keys for stable downstream processing. One successful call consumes 1 HumanMirror Forge credit.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "input": {
            "description": "Any JSON value to normalize."
          },
          "options": {
            "additionalProperties": false,
            "properties": {
              "normalize_keys": {
                "type": "boolean"
              },
              "remove_empty": {
                "type": "boolean"
              },
              "sort_keys": {
                "type": "boolean"
              },
              "trim_strings": {
                "type": "boolean"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "input"
        ],
        "type": "object"
      },
      "name": "clean_json",
      "outputSchema": null
    },
    {
      "description": "Remove duplicate JSON records using exact canonical matching or selected key fields. One successful call consumes 1 HumanMirror Forge credit.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "input": {
            "description": "Array of JSON records.",
            "items": {
              "type": "object"
            },
            "type": "array"
          },
          "options": {
            "additionalProperties": false,
            "properties": {
              "fields": {
                "items": {
                  "type": "string"
                },
                "type": "array"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "input"
        ],
        "type": "object"
      },
      "name": "dedupe_records",
      "outputSchema": null
    },
    {
      "description": "Detect numeric outliers using IQR and robust summary statistics, returning machine-readable anomaly positions. One successful call consumes 1 HumanMirror Forge credit.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "input": {
            "description": "Numeric series.",
            "items": {
              "type": "number"
            },
            "type": "array"
          }
        },
        "required": [
          "input"
        ],
        "type": "object"
      },
      "name": "detect_anomaly",
      "outputSchema": null
    },
    {
      "description": "Normalize entity names, domains, URLs and emails into stable machine-readable canonical values. One successful call consumes 1 HumanMirror Forge credit.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "input": {
            "description": "Entity name string or object with fields such as name, domain, url and email."
          }
        },
        "required": [
          "input"
        ],
        "type": "object"
      },
      "name": "normalize_entity",
      "outputSchema": null
    },
    {
      "description": "Score record-array data quality using completeness, duplicate rate and field type consistency. One successful call consumes 1 HumanMirror Forge credit.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "input": {
            "description": "Non-empty array of JSON records.",
            "items": {
              "type": "object"
            },
            "type": "array"
          }
        },
        "required": [
          "input"
        ],
        "type": "object"
      },
      "name": "score_data_quality",
      "outputSchema": null
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:8a172a2ff5f390a5b32f527bf0ba54468fa2e52c6e1fa4165f40d6a63d044641 | sha256sum