XERJ
AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.
XERJ is an open-source search engine project on GitHub under the Apache-2.0 license (permissive), with 19k stars. It is built with Rust. Its last push was today.
- Stars
- 19k
- License
- Apache-2.0
- Activity
- Active
- Latest release
- v1.0.0-rc.101
Judgement
- What it is
- Building block
- What it does
- A single Rust binary that indexes code, docs, logs, CSV and PDFs for full-text, vector and hybrid search, with an Elasticsearch-compatible API and an MCP server for agents.
- Adopt it when
- You want a small self-contained search engine for local documents or agent memory without running an Elasticsearch cluster.
- Watch out
- Still on release candidates (v1.0.0-rc.101) and about four months old, so the API and index format may keep changing.
- Ready for
- Experimental
- Runs as
- Command line and self-hosted server
- Built with
- Rust
- How established
- New: started 4 months ago, latest release v1.0.0-rc.101.
- What the license allows
- You can build it into a product you sell, as long as you keep its copyright notice.
Judged on 2026-11-06 from the project's README and GitHub data. The license and age lines are worked out directly.
Built from
Open-source alternatives to XERJ
-
1
Elasticsearch elastic
Free and Open Source, Distributed, RESTful Search Engine
Building block Production-ready You need full-text search or log analytics at scale and want Elastic's features and managed cloud.
★ 79k See repository Java Active, pushed today
-
2
Meilisearch meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
Building block Production-ready You want fast site or app search that is much simpler to run than Elasticsearch.
★ 60k See repository Rust Active, pushed today
-
3
Typesense typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
Building block Production-ready You want Algolia-style instant search for a site or app that you can self-host cheaply.
★ 27k GPL-3.0 C++ Active, pushed yesterday
-
4
Sonic valeriansaliou
🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
Building block Usable You need fast autocomplete and text search on a small server and can store documents elsewhere.
★ 21k MPL-2.0 Rust Active, pushed today -
5
OpenSearch opensearch-project
🔎 Open source distributed and RESTful search engine.
Building block Production-ready You need Elasticsearch-class search under the Apache licence or run on AWS's managed OpenSearch.
★ 14k Apache-2.0 Java Active, pushed today
-
6
Manticoresearch manticoresoftware
Open-source search database for full-text, vector, and hybrid search with real-time indexing and SQL.
Building block Production-ready You want a lighter Elasticsearch alternative and like querying search with SQL.
★ 12k GPL-3.0 C++ Active, pushed today
-
7
Quickwit quickwit-oss
Cloud-native OSS search engine for observability
Building block Usable You need cheap, large-scale log search and want to move off Elasticsearch.
★ 12k Apache-2.0 Rust Active, pushed today
-
8
ParadeDB paradedb
One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
Building block Usable You want Elasticsearch-quality search on data already in Postgres without running a separate search cluster.
★ 9.5k AGPL-3.0 Rust Active, pushed 7 days ago
Commercial search engines for apps and sites
-
1
Algolia Algolia
18,000+ organizations trust Algolia to build intuitive, adaptive, high-performing experiences with a unified AI search & retrieval platform spanning agentic, generative, and search.
Building block Production-ready An ecommerce or content site needs fast, polished search quickly and can pay for it.
194 readers a month Commercial -
2
Coveo Coveo
Canadian software company
Complete system Production-ready A large company needs relevance-tuned search across commerce or support content, often inside Salesforce or Sitecore.
132 readers a month Commercial -
3
Elastic Cloud Elastic NV
Elastic Cloud is a family of Elasticsearch SaaS offerings — including hosted Elasticsearch, hosted app search, and hosted site search — that make it easy to deploy, operate, and scale Elastic products...
Building block Production-ready You need Elasticsearch for search or logs and would rather pay Elastic than run clusters yourself.
Commercial
Stars, license and activity come from GitHub and refresh on a rolling hourly schedule. The project's own description is quoted as written.