{"id":"02e677a2-03ea-46e9-9468-e8b2376d3d38","shortId":"jVcSea","kind":"mcp","title":"Thoth","tagline":"Run AI-assisted systematic literature reviews with per-claim citation verification over an agentic SLR workspace.","description":"Run AI-assisted systematic literature reviews with per-claim citation verification over an agentic SLR workspace.\n\nThoth provides read-only MCP access to an agentic Systematic Literature Review (SLR) workspace. Uses an AI agent to draft evidence-based literature reviews while validating every claim against source papers via a cite_check mechanism. Supports OAuth 2.1 authentication and provides a live demo environment.","tags":["thoth"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/ahmedeid1/thoth","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":"2026-06-20T05:22:33.506Z","embedding":null,"createdAt":"2026-05-25T14:23:17.518Z","updatedAt":"2026-06-20T05:22:33.506Z","lastSeenAt":"2026-06-20T05:22:33.506Z","tsv":"'2.1':78 'access':44 'agent':17,35,47,56 'ai':4,22,55 'ai-assist':3,21 'assist':5,23 'authent':79 'base':61 'check':74 'citat':13,31 'cite':73 'claim':12,30,67 'demo':84 'draft':58 'environ':85 'everi':66 'evid':60 'evidence-bas':59 'literatur':7,25,49,62 'live':83 'mcp':43 'mechan':75 'oauth':77 'open-source' 'paper':70 'per':11,29 'per-claim':10,28 'provid':39,81 'read':41 'read-on':40 'review':8,26,50,63 'run':2,20 'slr':18,36,51 'sourc':69 'support':76 'systemat':6,24,48 'thoth':1,38 'transport-stdio' 'use':53 'valid':65 'verif':14,32 'via':71 'workspac':19,37,52","prices":[{"id":"7c6e6a7d-41ca-48d3-9de3-be52595ee53e","listingId":"02e677a2-03ea-46e9-9468-e8b2376d3d38","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-05-25T14:23:17.518Z"}],"sources":[{"listingId":"02e677a2-03ea-46e9-9468-e8b2376d3d38","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/ahmedeid1-thoth","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-05-25T14:23:17.518Z","lastSeenAt":"2026-06-20T05:22:33.506Z"}],"details":{"listingId":"02e677a2-03ea-46e9-9468-e8b2376d3d38","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Thoth","external_url":"https://github.com/ahmedEid1/thoth","github_stars":1,"registry_url":"https://www.pulsemcp.com/servers/ahmedeid1-thoth","source_code_url":"https://github.com/ahmedeid1/thoth"},"updatedAt":"2026-06-20T05:22:33.506Z"}}