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Built by the AntV team using TypeScript with Zod validation and the Context7 API, it features two complementary tools: extract_antv_topic for preprocessing user queries to identify relevant libraries and extract technical topics, and query_antv_document for fetching official documentation, code examples, and best practices with support for complex task decomposition into subtasks. The implementation enforces mandatory tool usage for any AntV-related query regardless of complexity, includes comprehensive error handling and logging, and integrates with Context7's documentation service to provide up-to-date technical guidance, making it valuable for developers building data visualizations, troubleshooting AntV implementations, and learning visualization best practices through AI-assisted workflows.","tags":["antv","visualization","libraries","mcp","server"],"capabilities":["mcp","transport-stdio","open-source","pkg-npm"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/antvis/mcp-server-antv","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.680","qualityRationale":"deterministic score 0.68 from registry signals: · indexed on pulsemcp · has source repo · 40 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":"2026-05-02T14:22:14.001Z","embedding":null,"createdAt":"2026-04-18T21:47:18.566Z","updatedAt":"2026-05-02T14:22:14.001Z","lastSeenAt":"2026-05-02T14:22:14.001Z","tsv":"'access':59 'ai':56,192 'ai-assist':191 'antv':1,6,21,61,86,103,119,147,183 'antv-rel':146 'api':96 'assist':51,57,73,193 'awar':50,72 'bes':18 'best':33,128,188 'build':179 'built':83 'code':15,30,125 'complementari':100 'complex':133,152 'comprehens':154 'context':49,71 'context-awar':48,70 'context7':95,162 'data':180 'date':171 'decomposit':135 'develop':178 'document':13,28,67,120,124,164 'ecosystem':9,24,64 'enforc':140 'error':155 'exampl':16,31,126 'extract':102,114 'f2':40,79 'featur':98 'fetch':122 'g2':36,75 'g6':37,76 'guidanc':173 'handl':156 'identifi':110 'implement':139,184 'includ':153 'integr':4,19,160 'intellig':12,27,66 'l7':38,77 'learn':186 'librari':3,43,82,112 'log':158 'make':174 'mandatori':141 'mcp':53 'offici':123 'open-source' 'pkg-npm' 'practic':34,129,189 'preprocess':46,106 'provid':11,26,55,167 'queri':45,108,118,149 'regardless':150 'relat':148 'relev':111 'retriev':14,29,68 's2':42,81 'server':54 'servic':165 'subtask':137 'support':131 'task':134 'team':87 'technic':115,172 'tool':101,142 'topic':104,116 'transport-stdio' 'troubleshoot':182 'two':99 'typescript':89 'up-to-d':168 'usag':143 'use':88 'user':107 'valid':92 'valuabl':176 'visual':2,8,23,63,181,187 'workflow':194 'x6':39,78 'zod':91","prices":[{"id":"31fd4702-ecb2-414f-8735-6115fb4aca46","listingId":"6683665f-4e92-472d-b810-c868655584e7","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio","package_name":"@antv/mcp-server-antv","package_registry":"npm"},"createdAt":"2026-04-18T21:47:18.566Z"}],"sources":[{"listingId":"6683665f-4e92-472d-b810-c868655584e7","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/antv-visualization","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-18T21:47:18.566Z","lastSeenAt":"2026-05-02T14:22:14.001Z"}],"details":{"listingId":"6683665f-4e92-472d-b810-c868655584e7","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"AntV Visualization Libraries","github_stars":40,"package_name":"@antv/mcp-server-antv","registry_url":"https://www.pulsemcp.com/servers/antv-visualization","source_code_url":"https://github.com/antvis/mcp-server-antv","package_registry":"npm","package_download_count":2796},"updatedAt":"2026-05-02T14:22:14.001Z"}}