{"id":"0f93b3dc-8c9e-4e07-83eb-9a9b7ea983ee","shortId":"C8jPRZ","kind":"mcp","title":"Thai Transliterate","tagline":"Converts Thai text to Roman script with ranked transliteration variants, word-level processing, and fuzzy English mat...","description":"Converts Thai text to Roman script with ranked transliteration variants, word-level processing, and fuzzy English matching.\n\nProvides Thai-to-Roman transliteration through four core tools: basic transliteration to the best romanization, ranked variant generation with confidence weighting, word-level transliteration preserving boundaries, and fuzzy matching against English target strings with edit distance scoring. Supports both stdio and HTTP transports, includes a web UI for testing, and deploys to AWS ECS Fargate via GitHub Actions. Built on the thai-transliterate library for applications requiring Thai language processing, name matching, or multilingual content management.","tags":["thai","transliterate"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/arjanvandermeer/thai-transliterate-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.552","qualityRationale":"deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · 1 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":"2026-05-02T14:22:15.693Z","embedding":null,"createdAt":"2026-04-18T21:47:51.457Z","updatedAt":"2026-05-02T14:22:15.693Z","lastSeenAt":"2026-05-02T14:22:15.693Z","tsv":"'action':98 'applic':107 'aw':93 'basic':49 'best':53 'boundari':66 'built':99 'confid':59 'content':116 'convert':3,21 'core':47 'deploy':91 'distanc':76 'ec':94 'edit':75 'english':19,37,71 'fargat':95 'four':46 'fuzzi':18,36,68 'generat':57 'github':97 'http':82 'includ':84 'languag':110 'level':15,33,63 'librari':105 'manag':117 'mat':20 'match':38,69,113 'mcp' 'multilingu':115 'name':112 'open-source' 'preserv':65 'process':16,34,111 'provid':39 'rank':10,28,55 'requir':108 'roman':7,25,43,54 'score':77 'script':8,26 'stdio':80 'string':73 'support':78 'target':72 'test':89 'text':5,23 'thai':1,4,22,41,103,109 'thai-to-roman':40 'thai-transliter':102 'tool':48 'transliter':2,11,29,44,50,64,104 'transport':83 'transport-stdio' 'ui':87 'variant':12,30,56 'via':96 'web':86 'weight':60 'word':14,32,62 'word-level':13,31,61","prices":[{"id":"33040acd-5d4c-42c7-a197-f1033b9cf875","listingId":"0f93b3dc-8c9e-4e07-83eb-9a9b7ea983ee","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-18T21:47:51.457Z"}],"sources":[{"listingId":"0f93b3dc-8c9e-4e07-83eb-9a9b7ea983ee","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/arjanvandermeer-thai-transliterate","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-18T21:47:51.457Z","lastSeenAt":"2026-05-02T14:22:15.693Z"}],"details":{"listingId":"0f93b3dc-8c9e-4e07-83eb-9a9b7ea983ee","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Thai Transliterate","github_stars":1,"registry_url":"https://www.pulsemcp.com/servers/arjanvandermeer-thai-transliterate","source_code_url":"https://github.com/arjanvandermeer/thai-transliterate-mcp"},"updatedAt":"2026-05-02T14:22:15.693Z"}}