{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_nvqpdm3sm9vg","handle":"iflow-mcp-scrapegraph-mcp","url":"https://wellknown.network/agents/iflow-mcp-scrapegraph-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-scrapegraph-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-scrapegraph-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-scrapegraph-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-scrapegraph-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-scrapegraph-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-scrapegraph-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-scrapegraph-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-scrapegraph-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-scrapegraph-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-scrapegraph-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-scrapegraph-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_scrapegraph-mcp","summary":"MCP server for ScapeGraph API integration","description":"# ScrapeGraph MCP Server\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![smithery badge](https://smithery.ai/badge/@ScrapeGraphAI/scrapegraph-mcp)](https://smithery.ai/server/@ScrapeGraphAI/scrapegraph-mcp)\n\nA production-ready [Model Context Protocol](https://modelcontextprotocol.io/introduction) (MCP) server that provides seamless integration with the [ScrapeGraph AI](https://scrapegraphai.com) API. This server enables language models to leverage advanced AI-powered web scraping capabilities with enterprise-grade reliability.\n\n## Table of Contents\n\n- [Key Features](#key-features)\n- [Quick Start](#quick-start)\n- [Available Tools](#available-tools)\n- [Setup Instructions](#setup-instructions)\n- [Example Use Cases](#example-use-cases)\n- [Error Handling](#error-handling)\n- [Common Issues](#common-issues)\n- [Development](#development)\n- [Contributing](#contributing)\n- [Documentation](#documentation)\n- [Technology Stack](#technology-stack)\n- [License](#license)\n\n## Key Features\n\n- **8 Powerful Tools**: From simple markdown conversion to complex multi-page crawling and agentic workflows\n- **AI-Powered Extraction**: Intelligently extract structured data using natural language prompts\n- **Multi-Page Crawling**: SmartCrawler supports asynchronous crawling with configurable depth and page limits\n- **Infinite Scroll Support**: Handle dynamic content loading with configurable scroll counts\n- **JavaScript Rendering**: Full support for JavaScript-heavy websites\n- **Flexible Output Formats**: Get results as markdown, structured JSON, or custom schemas\n- **Easy Integration**: Works seamlessly with Claude Desktop, Cursor, and any MCP-compatible client\n- **Enterprise-Ready**: Robust error handling, timeout management, and production-tested reliability\n- **Simple Deployment**: One-command installation via Smithery or m…","publisher":null,"homepage":"https://github.com/ScrapeGraphAI/scrapegraph-mcp","repository":"https://github.com/ScrapeGraphAI/scrapegraph-mcp/issues","version":"1.0.0","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_scrapegraph-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"documents.extraction","name":"Data Extraction","confidence":0.894,"provenance":"derived"}],"categories":["documents"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_scrapegraph-mcp","registry":"pypi","observedAt":"2026-10-28T06:24:24.175Z","publishedAt":"2025-11-18T04:09:36.877871Z","latestVersion":"1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_scrapegraph-mcp","url":"https://pypi.org/project/iflow-mcp_scrapegraph-mcp/","firstSeenAt":"2026-09-09T21:23:40.511Z","fetchedAt":"2026-10-28T06:23:22.337Z","normalizedAt":"2026-10-28T06:23:22.337Z"}]},"firstSeenAt":"2026-09-09T21:23:40.511Z","updatedAt":"2026-10-28T06:24:24.175Z"}