{"id":"e6d746de-2e6f-495e-8415-caf16da36d6d","shortId":"TrbEUB","kind":"mcp","title":"LionScraper","tagline":"Bridge connecting AI agents to the LionScraper browser extension for web scraping via MCP, CLI, and HTTP API.","description":"Bridge connecting AI agents to the LionScraper browser extension for web scraping via MCP, CLI, and HTTP API.\n\nLionScraper provides a Python bridge daemon that connects AI agents to the LionScraper browser extension, which handles the actual scraping logic. The bridge exposes three interfaces: an MCP stdio server, a CLI tool, and an HTTP API. It supports intelligent multi-level data extraction and export to Excel, CSV, and JSON formats. Requires the LionScraper browser extension installed in Chrome or Edge.","tags":["lionscraper"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/dowant/lionscraper-mcp/tree/HEAD/packages/python","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.550","qualityRationale":"deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · registry-generated description present","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:mcp:v1","enrichmentVersion":1,"enrichedAt":"2026-04-24T17:22:09.308Z","embedding":null,"createdAt":"2026-04-21T19:27:47.441Z","updatedAt":"2026-04-24T17:22:09.308Z","lastSeenAt":"2026-04-24T17:22:09.308Z","tsv":"'actual':56 'agent':5,23,47 'ai':4,22,46 'api':19,37,74 'bridg':2,20,42,60 'browser':9,27,51,94 'chrome':98 'cli':16,34,69 'connect':3,21,45 'csv':87 'daemon':43 'data':81 'edg':100 'excel':86 'export':84 'expos':61 'extens':10,28,52,95 'extract':82 'format':90 'handl':54 'http':18,36,73 'instal':96 'intellig':77 'interfac':63 'json':89 'level':80 'lionscrap':1,8,26,38,50,93 'logic':58 'mcp':15,33,65 'multi':79 'multi-level':78 'open-source' 'provid':39 'python':41 'requir':91 'scrape':13,31,57 'server':67 'stdio':66 'support':76 'three':62 'tool':70 'transport-stdio' 'via':14,32 'web':12,30","prices":[{"id":"8a74c857-55c8-4b56-bef7-3b76729edd38","listingId":"e6d746de-2e6f-495e-8415-caf16da36d6d","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-21T19:27:47.441Z"}],"sources":[{"listingId":"e6d746de-2e6f-495e-8415-caf16da36d6d","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/dowant-lionscraper","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-21T19:27:47.441Z","lastSeenAt":"2026-04-24T17:22:09.308Z"}],"details":{"listingId":"e6d746de-2e6f-495e-8415-caf16da36d6d","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"LionScraper","external_url":"https://www.lionscraper.com","github_stars":0,"registry_url":"https://www.pulsemcp.com/servers/dowant-lionscraper","source_code_url":"https://github.com/dowant/lionscraper-mcp/tree/HEAD/packages/python"},"updatedAt":"2026-04-24T17:22:09.308Z"}}