{"id":"cd6ef30e-e6a7-4c5c-96fd-b4d26fa4e04a","shortId":"qKqVnE","kind":"mcp","title":"Shopify Liquid","tagline":"Provides searchable access to Shopify's Liquid templating language documentation using SQLite full-text search across...","description":"Provides searchable access to Shopify's Liquid templating language documentation using SQLite full-text search across filters, objects, and tags\n\nShopify Liquid MCP Server, built by Florinel Chis, provides AI assistants with instant access to comprehensive Shopify Liquid documentation through a local SQLite FTS5 database. The server exposes seven specialized tools for searching and retrieving documentation about Liquid's 30 tags, 101 filters, and 67 objects, with full-text search capabilities and snippet highlighting. Built using FastMCP, it delivers sub-millisecond response times for offline-first operation, making it ideal for developers building Shopify themes who need quick access to syntax references, examples, and API documentation during development workflows. The implementation ingests markdown files from a structured docs-source directory and supports customization with project-specific documentation.","tags":["shopify","liquid"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/florinel-chis/shopify-liquid-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.554","qualityRationale":"deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · 2 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":"2026-04-22T00:23:55.977Z","embedding":null,"createdAt":"2026-04-22T00:23:55.977Z","updatedAt":"2026-04-22T00:23:55.977Z","lastSeenAt":"2026-04-22T00:23:55.977Z","tsv":"'101':82 '30':80 '67':85 'access':5,22,54,122 'across':19,36 'ai':50 'api':128 'assist':51 'build':116 'built':45,96 'capabl':92 'chis':48 'comprehens':56 'custom':147 'databas':65 'deliv':100 'develop':115,131 'directori':144 'doc':142 'docs-sourc':141 'document':12,29,59,76,129,152 'exampl':126 'expos':68 'fastmcp':98 'file':137 'filter':37,83 'first':109 'florinel':47 'fts5':64 'full':16,33,89 'full-text':15,32,88 'highlight':95 'ideal':113 'implement':134 'ingest':135 'instant':53 'languag':11,28 'liquid':2,9,26,42,58,78 'local':62 'make':111 'markdown':136 'mcp':43 'millisecond':103 'need':120 'object':38,86 'offlin':108 'offline-first':107 'open-source' 'oper':110 'project':150 'project-specif':149 'provid':3,20,49 'quick':121 'refer':125 'respons':104 'retriev':75 'search':18,35,73,91 'searchabl':4,21 'server':44,67 'seven':69 'shopifi':1,7,24,41,57,117 'snippet':94 'sourc':143 'special':70 'specif':151 'sqlite':14,31,63 'structur':140 'sub':102 'sub-millisecond':101 'support':146 'syntax':124 'tag':40,81 'templat':10,27 'text':17,34,90 'theme':118 'time':105 'tool':71 'transport-stdio' 'use':13,30,97 'workflow':132","prices":[{"id":"ac9251b1-7485-45d2-96bf-3d81cd732205","listingId":"cd6ef30e-e6a7-4c5c-96fd-b4d26fa4e04a","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-22T00:23:55.977Z"}],"sources":[{"listingId":"cd6ef30e-e6a7-4c5c-96fd-b4d26fa4e04a","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/florinel-chis-shopify-liquid","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-22T00:23:55.977Z","lastSeenAt":"2026-04-22T00:23:55.977Z"}],"details":{"listingId":"cd6ef30e-e6a7-4c5c-96fd-b4d26fa4e04a","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Shopify Liquid","github_stars":2,"registry_url":"https://www.pulsemcp.com/servers/florinel-chis-shopify-liquid","source_code_url":"https://github.com/florinel-chis/shopify-liquid-mcp"},"updatedAt":"2026-04-22T00:23:55.977Z"}}