{"id":"732b506f-00d5-441b-8577-cb7397d374cc","shortId":"pZsSUL","kind":"mcp","title":"macOS Vision OCR","tagline":"Native macOS MCP server for on-device OCR using Apple Vision Framework with support for PDFs and images.","description":"Native macOS MCP server for on-device OCR using Apple Vision Framework with support for PDFs and images.\n\nA native macOS MCP server using Apple Vision Framework for on-device text extraction from PDFs and images. Provides two tools: structured PDF OCR via RecognizeDocumentsRequest and image OCR via VNRecognizeTextRequest. Supports PNG, JPEG, TIFF, HEIC, and WebP formats with confidence scores and automatic text chunking. All processing is fully local with no API keys required.","tags":["macos","vision","ocr"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/br3akzero/vision.mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.558","qualityRationale":"deterministic score 0.56 from registry signals: · indexed on pulsemcp · has source repo · 4 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":"2026-05-31T22:23:06.612Z","embedding":null,"createdAt":"2026-05-25T07:22:21.797Z","updatedAt":"2026-05-31T22:23:06.612Z","lastSeenAt":"2026-05-31T22:23:06.612Z","tsv":"'api':96 'appl':14,33,48 'automat':86 'chunk':88 'confid':83 'devic':11,30,54 'extract':56 'format':81 'framework':16,35,50 'fulli':92 'heic':78 'imag':22,41,60,70 'jpeg':76 'key':97 'local':93 'maco':1,5,24,44 'mcp':6,25,45 'nativ':4,23,43 'ocr':3,12,31,66,71 'on-devic':9,28,52 'open-source' 'pdf':65 'pdfs':20,39,58 'png':75 'process':90 'provid':61 'recognizedocumentsrequest':68 'requir':98 'score':84 'server':7,26,46 'structur':64 'support':18,37,74 'text':55,87 'tiff':77 'tool':63 'transport-stdio' 'two':62 'use':13,32,47 'via':67,72 'vision':2,15,34,49 'vnrecognizetextrequest':73 'webp':80","prices":[{"id":"b5aafe83-f4ba-4983-8501-7482a3dee765","listingId":"732b506f-00d5-441b-8577-cb7397d374cc","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-05-25T07:22:21.797Z"}],"sources":[{"listingId":"732b506f-00d5-441b-8577-cb7397d374cc","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/br3akzero-vision-ocr","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-05-25T07:22:21.797Z","lastSeenAt":"2026-05-31T22:23:06.612Z"}],"details":{"listingId":"732b506f-00d5-441b-8577-cb7397d374cc","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"macOS Vision OCR","github_stars":4,"registry_url":"https://www.pulsemcp.com/servers/br3akzero-vision-ocr","source_code_url":"https://github.com/br3akzero/vision.mcp"},"updatedAt":"2026-05-31T22:23:06.612Z"}}