{"id":"algolia-api","name":"Algolia API","homepage":"https://www.algolia.com","repo_url":"https://github.com/algolia/algoliasearch-client-python","category":"search","subcategories":["hosted-search","ecommerce-search","ai-search"],"tags":["algolia","search","hosted-search","ecommerce","autocomplete","ai-search","mcp-server","rest-api","sdk"],"what_it_does":"Hosted search platform providing fast, typo-tolerant full-text search with AI-powered relevance, faceting, and filtering, with an official MCP server for agent-driven search integration.","use_cases":["Adding instant search to web/mobile apps with AI relevance via MCP server","Ecommerce product search with faceting and merchandising rules","Indexing and querying structured content from agent workflows","Building autocomplete and query suggestions","Neural search combining semantic and keyword matching"],"not_for":["Log analytics or time-series search (use Elasticsearch)","Full document storage (Algolia is a search index, not a database)","Teams with very tight budgets at scale"],"best_when":"You need hosted search with excellent developer experience, fast performance, and AI-powered relevance without managing Elasticsearch infrastructure.","avoid_when":"You need log analytics, full-text document storage, or have complex aggregation needs.","alternatives":["typesense-api","elasticsearch-api"],"af_score":82.3,"security_score":80.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.217068+00:00","performance":{"latency_p50_ms":10,"latency_p99_ms":50,"uptime_sla_percent":99.999,"rate_limits":"Search: no hard rate limit; Indexing: 1000 operations/second per index","data_source":"llm_estimated","measured_on":null}}