{"id":"825b3406-7f16-4577-a60c-a66dcbd92fc5","shortId":"8BnGse","kind":"mcp","title":"Parallel Browser","tagline":"Parallel browser automation across Browserbase, Anchor Browser, and Cloudflare providers.","description":"Parallel browser automation across Browserbase, Anchor Browser, and Cloudflare providers.\n\nParallel Browser enables concurrent browser automation through multiple cloud provider integrations including Browserbase, Anchor Browser, and Cloudflare. Supports parallel sessions for web scraping, testing, and automation tasks. Configure providers via environment variables or a JSON configuration file.","tags":["parallel","browser"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/etairl/parallel-browser-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.726","qualityRationale":"deterministic score 0.73 from registry signals: · indexed on pulsemcp · has source repo · 88 github stars · 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":"2026-05-28T01:23:36.733Z","embedding":null,"createdAt":"2026-05-06T23:22:48.984Z","updatedAt":"2026-05-28T01:23:36.733Z","lastSeenAt":"2026-05-28T01:23:36.733Z","tsv":"'across':6,16 'anchor':8,18,36 'autom':5,15,28,48 'browser':2,4,9,14,19,24,27,37 'browserbas':7,17,35 'cloud':31 'cloudflar':11,21,39 'concurr':26 'configur':50,58 'enabl':25 'environ':53 'file':59 'includ':34 'integr':33 'json':57 'mcp' 'multipl':30 'open-source' 'parallel':1,3,13,23,41 'provid':12,22,32,51 'scrape':45 'session':42 'support':40 'task':49 'test':46 'transport-stdio' 'variabl':54 'via':52 'web':44","prices":[{"id":"b137d222-e6e0-466e-8b7d-ca5a961364a5","listingId":"825b3406-7f16-4577-a60c-a66dcbd92fc5","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-05-06T23:22:48.984Z"}],"sources":[{"listingId":"825b3406-7f16-4577-a60c-a66dcbd92fc5","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/etairl-parallel-browser","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-05-06T23:22:48.984Z","lastSeenAt":"2026-05-28T01:23:36.733Z"}],"details":{"listingId":"825b3406-7f16-4577-a60c-a66dcbd92fc5","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Parallel Browser","external_url":"https://github.com/etairl/parallel-browser-mcp","github_stars":88,"registry_url":"https://www.pulsemcp.com/servers/etairl-parallel-browser","source_code_url":"https://github.com/etairl/parallel-browser-mcp"},"updatedAt":"2026-05-28T01:23:36.733Z"}}