{"id":"545a966f-a003-46a5-8fa8-f6994638ccb7","shortId":"9Taw9u","kind":"mcp","title":"Higress AI Search","tagline":"Enhances AI model responses with real-time search results from various engines through Higress ai-search, supporting ...","description":"Enhances AI model responses with real-time search results from various engines through Higress ai-search, supporting internet, academic, and internal knowledge searches.\n\nThis MCP server implementation provides an AI search tool that enhances AI model responses with real-time search results from various engines through Higress ai-search. Developed by cr7258, it supports internet search (Google, Bing, Quark), academic search (Arxiv), and internal knowledge search. The server is configurable via environment variables and can be run using uvx or uv, making it suitable for both production deployments and local development.","tags":["higress","search","mcp","server"],"capabilities":["mcp","transport-stdio","open-source","pkg-pypi"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/cr7258/higress-ai-search-mcp-server","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.610","qualityRationale":"deterministic score 0.61 from registry signals: · indexed on pulsemcp · has source repo · 5 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":"2026-04-29T11:21:56.955Z","embedding":null,"createdAt":"2026-04-21T19:27:34.543Z","updatedAt":"2026-04-29T11:21:56.955Z","lastSeenAt":"2026-04-29T11:21:56.955Z","tsv":"'academ':43,86 'ai':2,5,20,24,39,54,59,74 'ai-search':19,38,73 'arxiv':88 'bing':84 'configur':96 'cr7258':78 'deploy':114 'develop':76,117 'engin':16,35,70 'enhanc':4,23,58 'environ':98 'googl':83 'higress':1,18,37,72 'implement':51 'intern':45,90 'internet':42,81 'knowledg':46,91 'local':116 'make':108 'mcp':49 'model':6,25,60 'open-source' 'pkg-pypi' 'product':113 'provid':52 'quark':85 'real':10,29,64 'real-tim':9,28,63 'respons':7,26,61 'result':13,32,67 'run':103 'search':3,12,21,31,40,47,55,66,75,82,87,92 'server':50,94 'suitabl':110 'support':22,41,80 'time':11,30,65 'tool':56 'transport-stdio' 'use':104 'uv':107 'uvx':105 'variabl':99 'various':15,34,69 'via':97","prices":[{"id":"6998f820-acff-4579-b30f-136f3d5f2048","listingId":"545a966f-a003-46a5-8fa8-f6994638ccb7","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio","package_name":"higress-ai-search-mcp-server","package_registry":"pypi"},"createdAt":"2026-04-21T19:27:34.543Z"}],"sources":[{"listingId":"545a966f-a003-46a5-8fa8-f6994638ccb7","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/cr7258-higress-ai-search","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-21T19:27:34.543Z","lastSeenAt":"2026-04-29T11:21:56.955Z"}],"details":{"listingId":"545a966f-a003-46a5-8fa8-f6994638ccb7","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Higress AI Search","github_stars":5,"package_name":"higress-ai-search-mcp-server","registry_url":"https://www.pulsemcp.com/servers/cr7258-higress-ai-search","source_code_url":"https://github.com/cr7258/higress-ai-search-mcp-server","package_registry":"pypi","package_download_count":7100},"updatedAt":"2026-04-29T11:21:56.955Z"}}