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

manticoresoftware/manticoresearch

Open-source search database for full-text, vector, and hybrid search with real-time indexing and SQL. observed · 2026-08-28

github.com/manticoresoftware/manticoresearch · homepage · C++ · GPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

99/100

  • Activity 99
  • Release rhythm 98
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 29.5
  • age_days: 3354
  • days_rel: 19
  • days_push: 7
  • n_releases_24m: 19

Full methodology

Adoption not part of the score

11956 stars · 641 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Manticore Search is an open-source search database written in C++ that provides fast full-text, vector, and hybrid search with real-time indexing. It supports SQL and JSON APIs over the MySQL protocol and HTTP, positioning itself as a lightweight, high-performance alternative to Elasticsearch.

Use cases

  • add full-text search to my website or app
  • run semantic and vector similarity search over embeddings
  • self-host an Elasticsearch alternative with lower resource usage
  • power product catalog and faceted search
  • build autocomplete and fuzzy search suggestions
  • do log analytics over millions of records
  • perform geo and location-based search
  • query large datasets with SQL over the MySQL protocol

When to choose

  • you need fast full-text and vector search with low latency and low memory footprint
  • you want SQL/JSON query interfaces and MySQL client compatibility
  • you need real-time indexing, replication, and sharding in a self-hosted search engine
  • Elasticsearch is too heavy or costly for your infrastructure

When to avoid

  • you need the broader Elastic ecosystem (Kibana, ML jobs, managed cloud)
  • you require a permissively licensed database (Manticore is GPL-3.0)
  • your workload is purely relational OLTP without search requirements

Facets

service · maturity stable

search-engine database vector-database http-server api-framework databases big-data analytics windows self-hosted cpp full-text-search bm25 elasticsearch-alternative hybrid-search mysql-protocol real-time-indexing sphinx-fork sql search natural-language-processing linux macos docker

6 sources

Member repositories

RepositoryRoleHealth v2
manticoresoftware/manticoresearchmain99

For agents

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

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem