{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zp5ebpg7g43w","handle":"outscraper-mcp","url":"https://wellknown.network/agents/outscraper-mcp","links":{"self":"https://wellknown.network/agents/outscraper-mcp/record.json","html":"https://wellknown.network/agents/outscraper-mcp","markdown":"https://wellknown.network/agents/outscraper-mcp/record.md","api":"https://wellknown.network/api/v1/agents/outscraper-mcp","status":"https://wellknown.network/api/v1/agents/outscraper-mcp/status","claim":"https://wellknown.network/agents/outscraper-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/outscraper-mcp/claim.json","badge":"https://wellknown.network/agents/outscraper-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/outscraper-mcp/history","tools":"https://wellknown.network/api/v1/agents/outscraper-mcp/tools"},"ard":{"identifier":"urn:air::server:outscraper-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"outscraper-mcp","summary":"Streamlined MCP server for Outscraper's Google Maps data extraction services - 2 essential tools for maps search and reviews","description":"# Outscraper MCP Server\n\n[![smithery badge](https://smithery.ai/badge/outscraper-mcp)](https://smithery.ai/protocol/outscraper-mcp)\n[![PyPI version](https://badge.fury.io/py/outscraper-mcp.svg)](https://pypi.org/project/outscraper-mcp/)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n\nA streamlined Model Context Protocol (MCP) server that provides access to Outscraper's Google Maps data extraction services. This server implements **2 essential tools** for extracting Google Maps data with high reliability.\n\n## 🚀 Features\n\n### Google Maps Data Extraction\n- **🗺️ Google Maps Search** - Search for businesses and places with detailed information\n- **⭐ Google Maps Reviews** - Extract customer reviews from any Google Maps place\n\n### Advanced Capabilities\n- **Data Enrichment** - Enhance results with additional contact information via enrichment parameter\n- **Multi-language Support** - Search and extract data in different languages\n- **Regional Filtering** - Target specific countries/regions for localized results\n- **Flexible Sorting** - Sort reviews by relevance, date, rating, etc.\n- **Time-based Filtering** - Filter reviews by date using cutoff parameter\n- **High Volume Support** - Handles async processing for large requests automatically\n\n## 📦 Installation\n\n### Installing via Smithery (Recommended)\n\nTo install the Outscraper MCP server for Claude Desktop automatically via [Smithery](https://smithery.ai):\n\n```bash\nnpx -y @smithery/cli install outscraper-mcp --client claude\n```\n\n### Installing via PyPI\n\n```bash\n# Using pip\npip install outscraper-mcp\n\n# Using uv (recommended)\nuv add outscraper-mcp\n\n# Using uvx for one-time execution\nuvx outscraper-mcp\n```\n\n### Manual Installation\n\n```bash\ngit clone https://github.com/jayozer/outscraper-mcp\ncd outscraper-mcp\n\n# Using uv (recommended)\nuv sync\n\n# Using pip\npip install -e .\n```\n\n## 🔧 Configuration\n\n### Get Your API Key\n1. Sign up at [Outscraper](https://app.outscraper.…","publisher":null,"homepage":"https://github.com/jayozer/outscraper-mcp#readme","repository":"https://github.com/jayozer/outscraper-mcp/issues","version":"1.0.0","license":"Experimental Software License","protocols":["mcp"],"tags":["ai","api","business-intelligence","claude","data-extraction","google-maps","mcp","outscraper","reviews","search"],"pricing":null,"endpoints":[{"url":"pypi:outscraper-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":"code.review","name":"Code Review","confidence":1,"provenance":"derived"},{"slug":"documents.extraction","name":"Data Extraction","confidence":1,"provenance":"derived"},{"slug":"geo.maps","name":"Maps & Places","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["code","dev","documents","geo"],"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":"outscraper-mcp","registry":"pypi","observedAt":"2026-10-28T19:22:40.670Z","publishedAt":"2025-06-04T20:42:59.997768Z","latestVersion":"1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"outscraper-mcp","url":"https://pypi.org/project/outscraper-mcp/","firstSeenAt":"2026-09-10T09:25:11.475Z","fetchedAt":"2026-10-28T19:20:59.727Z","normalizedAt":"2026-10-28T19:20:59.727Z"}]},"firstSeenAt":"2026-09-10T09:25:11.475Z","updatedAt":"2026-10-28T19:22:40.670Z"}