Ross ROSS = Recommend OSS · open-source software intelligence for agents

Meilisearch

Some data may be outdated — see provenance labels.

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications. observed · 2026-09-21

github.com/meilisearch/meilisearch · homepage · Rust · NOASSERTION (other) observed · 2026-09-21

Health v2 · maintenance only

91/100

  • Activity 95
  • Release rhythm 82
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 5
  • age_days: 3102
  • days_rel: 43
  • days_push: 33
  • n_releases_24m: 90

Full methodology

Adoption not part of the score

59352 stars · 2712 forks observed · 2026-09-21

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-21, confidence 0.98

Meilisearch is an open‑source, lightning‑fast search engine API written in Rust. It provides out‑of‑the‑box full‑text, typo‑tolerant, and geo‑search capabilities for websites and applications.

Use cases

  • Add instant, typo‑tolerant search to a product catalog or blog.
  • Implement fast site‑wide search for a SaaS dashboard.
  • Provide geolocation‑based search for nearby events or stores.
  • Build a lightweight search backend for a static site generator.
  • Enable AI‑augmented hybrid search combining keyword and vector results.

When to choose

  • You need a highly performant search engine that can be deployed quickly.
  • You want built‑in typo tolerance, faceting, and geo‑search without extensive configuration.
  • You prefer a self‑hosted solution with simple RESTful API integration.
  • Your workload fits within the memory‑centric design of Meilisearch (tens of millions of documents).

When to avoid

  • You require complex custom ranking models or deep learning‑only vector search.
  • Your dataset exceeds the typical size limits for a single‑node Meilisearch instance.
  • You need enterprise‑grade security features like fine‑grained access control out of the box.
  • You rely on heavy analytics or real‑time streaming integrations not provided by Meilisearch.

Facets

service · maturity active

search-engine web-development e-commerce windows cloud self-hosted typo-tolerance instantsearch hybrid-search full-text-search geosearch ai-powered search data-engineering linux macos docker kubernetes web-server

1 source

Member repositories

For agents

markdown · JSON · MCP: product_card(name="meilisearch/meilisearch")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem