Trending Developers

Immutable Catalog Entry

This descriptor comes from the active versioned Portal catalog.

READscrape-creators.scrape_creators_github_get_v1_github_trending_developers

• Contract tier: legacy
• Risk: read
• Catalog version: scrape-creators-2026.07.12.1
• Descriptor hash: 91b71d423ed6368821f05799e88394e94be2a09ee71f433fe374939640092315

Use this when you need ScrapeCreators GitHub data from GET /v1/github/trending/developers for Trending Developers. Scrapes GitHub's public Trending developers page. Returns ranked developers with username, name, public profile URL, avatar, and the popular repository GitHub shows for that developer when available. Use language for paths like javascript or python and since for daily/weekly/monthly. Returns the ScrapeCreators response in the standard MCP envelope with ok/data/error/meta. This is read-only. Requires the portal grant header and a ScrapeCreators BYOK API key.

Request Body

{
  "jsonrpc": "2.0",
  "id": "scrape-creators-scrape-creators-github-get-v1-github-trending-developers-example",
  "method": "tools/call",
  "params": {
    "name": "scrape-creators.scrape_creators_github_get_v1_github_trending_developers",
    "arguments": {
      "body": "",
      "since": "daily",
      "params": "",
      "compact": "",
      "language": "",
      "max_items": "",
      "include_raw": false,
      "path_params": "",
      "cache_ttl_seconds": "",
      "confirm_high_cost": false
    }
  }
}

Arguments Schema

{
  "type": "object",
  "properties": {
    "body": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "array",
          "items": {}
        },
        {
          "type": "null"
        }
      ],
      "title": "Body",
      "default": null,
      "description": "JSON request body for provider endpoints that accept one."
    },
    "since": {
      "enum": [
        "daily",
        "weekly",
        "monthly"
      ],
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Since",
      "default": null,
      "description": "Trending range: daily, weekly, or monthly. Defaults to daily."
    },
    "params": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "title": "Params",
      "default": null,
      "description": "Optional advanced query parameter object. Prefer the documented top-level parameters when available."
    },
    "compact": {
      "anyOf": [
        {
          "type": "boolean"
        },
        {
          "type": "null"
        }
      ],
      "title": "Compact",
      "default": null,
      "description": "When true, trims large list payloads before returning them to the agent."
    },
    "language": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Language",
      "default": null,
      "description": "Optional trending coding language, e.g. javascript, python, or go."
    },
    "max_items": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Max Items",
      "default": null,
      "description": "Maximum number of list items to return when compacting provider responses."
    },
    "include_raw": {
      "type": "boolean",
      "title": "Include Raw",
      "default": false,
      "description": "When true, returns both compact normalized data and the raw provider payload; this can be large."
    },
    "path_params": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "title": "Path Params",
      "default": null,
      "description": "Path template values for endpoints that expose path placeholders."
    },
    "cache_ttl_seconds": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Cache Ttl Seconds",
      "default": null,
      "description": "Optional cache lifetime for idempotent GET requests."
    },
    "confirm_high_cost": {
      "type": "boolean",
      "title": "Confirm High Cost",
      "default": false,
      "description": "Set true only when intentionally running a high-credit or write-intent request."
    }
  },
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "required": [
    "ok",
    "data",
    "error",
    "meta"
  ],
  "properties": {
    "ok": {
      "type": "boolean",
      "description": "Whether the local or provider operation completed successfully."
    },
    "data": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "array",
          "items": {}
        },
        {
          "type": "string"
        },
        {
          "type": "number"
        },
        {
          "type": "boolean"
        },
        {
          "type": "null"
        }
      ],
      "description": "Bounded operation result when ok is true."
    },
    "meta": {
      "type": "object",
      "description": "Safe request, pagination, cache, and timing metadata.",
      "additionalProperties": true
    },
    "error": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "description": "Safe structured error when ok is false."
    }
  },
  "description": "Scrape Creators MCP normalized response envelope.",
  "additionalProperties": false
}

Code Examples

cURL

curl -X POST 'https://portal.madpanda3d.com/api/mcp' \
  -H 'Authorization: Bearer mad_live_***' \
  -H 'Content-Type: application/json' \
  -d '{
  "jsonrpc": "2.0",
  "id": "scrape-creators-scrape-creators-github-get-v1-github-trending-developers-example",
  "method": "tools/call",
  "params": {
    "name": "scrape-creators.scrape_creators_github_get_v1_github_trending_developers",
    "arguments": {
      "body": "",
      "since": "daily",
      "params": "",
      "compact": "",
      "language": "",
      "max_items": "",
      "include_raw": false,
      "path_params": "",
      "cache_ttl_seconds": "",
      "confirm_high_cost": false
    }
  }
}'

Node.js

const response = await fetch('https://portal.madpanda3d.com/api/mcp', {
  method: 'POST',
  headers: {
    Authorization: 'Bearer mad_live_***',
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
  "jsonrpc": "2.0",
  "id": "scrape-creators-scrape-creators-github-get-v1-github-trending-developers-example",
  "method": "tools/call",
  "params": {
    "name": "scrape-creators.scrape_creators_github_get_v1_github_trending_developers",
    "arguments": {
      "body": "",
      "since": "daily",
      "params": "",
      "compact": "",
      "language": "",
      "max_items": "",
      "include_raw": false,
      "path_params": "",
      "cache_ttl_seconds": "",
      "confirm_high_cost": false
    }
  }
}),
});
const data = await response.json();
console.log(data);

Python

import requests

url = 'https://portal.madpanda3d.com/api/mcp'
headers = {
    'Authorization': 'Bearer mad_live_***',
    'Content-Type': 'application/json',
}
payload = {
  "jsonrpc": "2.0",
  "id": "scrape-creators-scrape-creators-github-get-v1-github-trending-developers-example",
  "method": "tools/call",
  "params": {
    "name": "scrape-creators.scrape_creators_github_get_v1_github_trending_developers",
    "arguments": {
      "body": "",
      "since": "daily",
      "params": "",
      "compact": "",
      "language": "",
      "max_items": "",
      "include_raw": false,
      "path_params": "",
      "cache_ttl_seconds": "",
      "confirm_high_cost": false
    }
  }
}
response = requests.post(url, headers=headers, json=payload, timeout=60)
print(response.json())

Example Responses

200 Success

{
  "ok": true,
  "message": "Tool scrape-creators.scrape_creators_github_get_v1_github_trending_developers executed successfully.",
  "note": "Response shape varies by MCP tool. Inspect live responses for exact fields."
}

502 Upstream Error

{
  "ok": false,
  "classification": "upstream_http_error",
  "message": "Upstream MCP returned a non-success status."
}