{"id":"meilisearch-api","name":"Meilisearch","homepage":"https://www.meilisearch.com","repo_url":"https://github.com/meilisearch/meilisearch","category":"search","subcategories":["full-text-search","open-source","hybrid-search","typo-tolerant-search"],"tags":["meilisearch","search","full-text-search","open-source","rust","mcp-server","hybrid-search","typo-tolerant","fast-search"],"what_it_does":"Open-source, typo-tolerant full-text search engine written in Rust with an official MCP server, offering instant search results, faceting, filtering, and hybrid semantic+keyword search.","use_cases":["Adding fast typo-tolerant search to web applications via agent-driven indexing and queries","Hybrid semantic + keyword search combining vector embeddings with BM25","Faceted product search with filters and sorting for e-commerce","Agent-driven document indexing and retrieval workflows","Geosearch and ranking with custom ranking rules"],"not_for":["Log analytics or time-series data (use Elasticsearch or Loki)","Complex aggregation queries requiring SQL-like GROUP BY","Datasets larger than a few hundred million documents (Meilisearch has memory constraints)"],"best_when":"You need instant, developer-friendly full-text search with excellent typo tolerance and want an MCP server to let agents interact with search and indexing directly.","avoid_when":"You need log analytics, complex aggregations, or enterprise-scale distributed search.","alternatives":["algolia-api","typesense-api","elasticsearch-api"],"af_score":84.9,"security_score":75.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.935692+00:00","performance":{"latency_p50_ms":5,"latency_p99_ms":30,"uptime_sla_percent":99.9,"rate_limits":"No hard rate limits on self-hosted","data_source":"llm_estimated","measured_on":null}}