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The implementation features a sophisticated fragment retrieval system with three indexing strategies (adaptive, proximity-based, and semantic chunking) that automatically selects the optimal approach based on query characteristics, plus a state token system that tracks context to provide intelligent workflow hints and prevent common mistakes. Built with TypeScript and designed for AI assistants working with knowledge management workflows, it serves users who need efficient vault exploration, content editing with fuzzy matching and recovery mechanisms, and context-aware suggestions that guide productive interactions with large Obsidian knowledge bases.","tags":["obsidian","semantic","mcp"],"capabilities":["mcp","transport-stdio","open-source","pkg-npm"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/aaronsb/obsidian-semantic-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.670","qualityRationale":"deterministic score 0.67 from registry signals: · indexed on pulsemcp · has source repo · 35 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":"2026-05-02T23:22:03.041Z","embedding":null,"createdAt":"2026-04-18T20:48:13.852Z","updatedAt":"2026-05-02T23:22:03.041Z","lastSeenAt":"2026-05-02T23:22:03.041Z","tsv":"'aaron':64 'access':5,21,71 'adapt':43,114 'ai':69,154 'ai-optim':68 'approach':126 'assist':155 'au':18 'auto':35,90 'auto-buff':34,89 'automat':47,122 'awar':180 'base':49,117,127,190 'bockeli':65 'buffer':36,91 'built':148 'characterist':52,130 'chunk':120 'common':146 'content':37,93,169 'context':138,179 'context-awar':178 'contextu':39,96 'design':152 'edit':16,32,85,87,170 'effici':54,166 'explor':168 'featur':104 'file':10,26,80 'five':76 'fragment':13,29,83,107 'fuzzi':172 'guid':183 'hint':143 'implement':103 'index':44,112 'intellig':4,20,77,141 'interact':185 'knowledg':55,158,189 'larg':187 'manag':11,27,56,81,159 'match':173 'mcp':59 'mechan':176 'mistak':147 'navig':38,94 'need':165 'obsidian':1,7,23,62,73,188 'open-source' 'oper':78,101 'optim':48,70,125 'pkg-npm' 'plus':131 'prevent':145 'product':184 'provid':3,19,67,140 'proxim':116 'proximity-bas':115 'queri':51,129 'recoveri':175 'retriev':14,30,84,108 'select':123 'semant':2,58,119 'serv':162 'server':60,100 'smart':15,31,86 'sophist':106 'state':133 'strategi':45,113 'suggest':41,97,181 'system':99,109,135 'three':111 'token':134 'track':137 'transport-stdio' 'typescript':150 'user':163 'vault':8,24,74,79,167 'view':92 'work':156 'workflow':40,57,95,142,160","prices":[{"id":"0288e411-2530-40a3-aaa0-c1a518636ad9","listingId":"241a5562-fb2b-4a7b-be34-6b13673b745c","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio","package_name":"obsidian-semantic-mcp","package_registry":"npm"},"createdAt":"2026-04-18T20:48:13.852Z"}],"sources":[{"listingId":"241a5562-fb2b-4a7b-be34-6b13673b745c","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/aaronsb-obsidian-semantic","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-18T20:48:13.852Z","lastSeenAt":"2026-05-02T23:22:03.041Z"}],"details":{"listingId":"241a5562-fb2b-4a7b-be34-6b13673b745c","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Obsidian Semantic","github_stars":35,"package_name":"obsidian-semantic-mcp","registry_url":"https://www.pulsemcp.com/servers/aaronsb-obsidian-semantic","source_code_url":"https://github.com/aaronsb/obsidian-semantic-mcp","package_registry":"npm","package_download_count":2104},"updatedAt":"2026-05-02T23:22:03.041Z"}}