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    3. Manticore Software Ltd

    Manticore Software Ltd

    Manticore Software develops Manticore Search, an open-source, resource-efficient database for full-text, typo-tolerant, vector, hybrid, geo and conversational search. It aims to make high-performance search and analytics simple to deploy and operate, using SQL or HTTP/JSON APIs and avoiding vendor lock-in.

    Visit Website

    At a Glance

    1Tool Listed
    5Products
    10Capabilities
    Discussions
    Chatham, KentHeadquarters
    2017Est.
    Focus Areas
    Database Tools
    Search and Discovery
    Vector Databases
    Connect
    Latest News
    Manticore Search 29.9.0: chunked and multi-vector auto-embeddings, mmap columnar access and fixes for hybrid/KNN/ingestionSep 11, 2026
    Manticore Search 29.0.2: native distributed/sharded-table optimization, sharded-table inspection and faster columnar KNN rescoringAug 14, 2026
    Markets
    • Software developers and engineering teams
    • E-commerce and retail
    • SaaS and online platforms
    • Observability/logging and data-platform teams
    • +2 more

    AI Tools by Manticore Software Ltd

    (1)
    View Manticore Search
    Manticore Search tool icon

    Manticore Search

    Open Source Search Database

    Search & DiscoveryVector DatabasesDatabase Tools

    Discussions

    No discussions yet

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    Latest News

    09/11/2026

    Manticore Search 29.9.0: chunked and multi-vector auto-embeddings, mmap columnar access and fixes for hybrid/KNN/ingestion

    manticoresearch.com
    08/14/2026

    Manticore Search 29.0.2: native distributed/sharded-table optimization, sharded-table inspection and faster columnar KNN rescoring

    manticoresearch.com
    07/10/2026

    Manticore Search 28.4.4: faster KNN, custom-prompt conversational search, easier installs and more faceting controls

    manticoresearch.com
    06/19/2026

    Manticore Search 27.1.5: authentication, sharded tables, conversational search and faster vector search

    manticoresearch.com

    Products & Services

    5
    Manticore Search
    2017 (project/company origin)

    Open-source C++ search and analytics database combining full-text, typo-tolerant, vector, hybrid, geo and conversational search with real-time indexing, SQL/MySQL protocol and HTTP/JSON APIs.

    Manticore Columnar Library (MCL)

    Columnar-storage and analytics component used with Manticore for efficient aggregations, secondary indexes and vector/KNN workloads.

    Manticore Buddy

    Companion component bundled with Manticore installations to provide additional functionality around the core server.

    LangChain Vector Store integration

    Manticore-backed LangChain vector store for storing, indexing and querying embeddings, with combined vector, full-text and filtering capabilities.

    Market Position

    Manticore positions itself as a fast, lightweight, cost-efficient open-source alternative to Elasticsearch/OpenSearch, while also competing with Sphinx, Meilisearch, Typesense, Quickwit and Vespa in search and with Qdrant and other vector databases for vector retrieval. Its differentiators are a single SQL/HTTP database spanning full-text, vector, hybrid and analytical workloads, low resource overhead, real-time/distributed operation and no vendor lock-in.

    Leadership

    Founders

    PZ

    Peter Zaitsev

    Open-source database entrepreneur; former CEO and founder of Percona, and a long-time MySQL technologist, author and advisor.

    MŽ

    Mindaugas Žukas

    Technology/business leader and COO of Altinity; a director of Manticore Software Ltd from incorporation.

    SN

    Sergey Nikolaev

    Search/database technologist and current CEO of Manticore Search; previously associated with Ivinco and Percona and a longtime Sphinx/Manticore maintainer.

    Executive Team

    SN

    Sergey Nikolaev

    CEO

    Leads Manticore Search and writes about search architecture, performance tuning, releases, replication, hybrid and vector search; GitHub identifies him as CEO and co-founder of Manticore.

    Founding Story

    Manticore emerged from the Sphinx open-source search project when Sphinx ceased active existence around 2017. Peter Zaitsev and Mindaugas Žukas took on the technology to commercialize it for industry use while keeping it open source; Sergey Nikolaev subsequently led the product/company as CEO and founder.

    Business Model

    Revenue Model

    Open-source core monetized through professional services, support subscriptions, consulting, custom feature engineering and planned SaaS/managed offerings. The company also offers free community support and paid Standard and Enterprise support.

    Pricing Tiers

    Community
    Free

    Free config review, public forum/Slack/Telegram/GitHub support and community assistance.

    Standard
    Enquire

    SLA response times, technical account manager, installation/migration/schema/query/performance/HA/monitoring consulting, expedited bug fixes and curated knowledge base.

    Enterprise
    Enquire

    Standard features plus private dedicated chat, feature engineering and custom private-branch maintenance.

    No IPO or public listing was reported in the sources reviewed; Companies House lists it as an active private limited company.

    Target Markets

    Industries & Segments
    • Software developers and engineering teams
    • E-commerce and retail
    • SaaS and online platforms
    • Observability/logging and data-platform teams
    • Organizations needing self-hosted open-source search
    • Enterprises seeking a lower-resource alternative to Elasticsearch/OpenSearch
    Use Cases
    • E-commerce/product search and recommendations
    • Semantic search, vector retrieval and RAG/conversational assistants
    • Site search, autocomplete and typo-tolerant discovery
    • Log, metrics and observability search/analytics
    • Geo-spatial search and location-aware inventory discovery
    • Multilingual directories and large-scale document search
    Notable Customers
    • Locally
    • Kiva
    • Bookbot
    • wine.co.za

    Quick Facts

    Headquarters
    Office 22, The Joiners Shop, The Historic Dockyard, Chatham, Kent, ME4 4TZ, United Kingdom
    Founded
    2017
    Entity Type
    Private limited Company
    Office Locations
    Chatham

    History & Milestones

    Sep 11, 2026

    Manticore Search 29.9.0 released with chunked and multi-vector auto-embeddings, input limits, mmap columnar access and fixes for hybrid search, KNN, ingestion and grouping.

    Jun 19, 2026

    Manticore Search 27.1.5 released with built-in authentication/authorization, sharded tables, conversational search and faster vector search.

    Mar 30, 2026

    Manticore Search 25.0.0 released with a simpler bundle, auto-embedding controls, hybrid search, KNN prefiltering, S3-compatible backups, faster OPTIMIZE and prepared statements.

    Jan 30, 2025

    Manticore Search 7.0.0 released with fuzzy search, autocomplete, scroll pagination and real-time Kafka synchronization.

    2025

    The team reported 12 releases, 255 bug fixes, 107 features/improvements, 27% year-over-year GitHub-star growth and about 35% more active instances in its 2025 recap.

    Key Capabilities

    10
    Full-text search with 20+ operators and 20+ ranking factors
    Typo-tolerant fuzzy search, autocomplete, stemming, lemmatization, synonyms, stopwords and highlighting
    Vector/KNN search using HNSW with cosine, inner-product and squared-L2 metrics
    Hybrid full-text plus vector retrieval and automatic embeddings with chunking/quantization
    Conversational search with LLM-backed answers and citations over vectorized tables
    Real-time indexing, replication, distributed and sharded tables

    Integrations & Partnerships

    Platform Integrations

    • Linux and macOS one-command installer; Windows installer also documented
    • Docker and container deployments
    • SQL/MySQL protocol and HTTP/JSON REST APIs
    • Official client libraries for PHP, Python, Python asyncio, JavaScript, TypeScript, Java, Elixir, Go and Rust
    • MySQL, PostgreSQL, MSSQL, ODBC, XML, CSV and TSV data sources
    • Grafana, Apache Superset, Kibana, DBeaver, HeidiSQL and DBForge
    • Kafka ingestion; Logstash/Beats, Vector.dev and Fluent Bit

    Key Partnerships

    Google Cloud deployment with Locally's Compute Engine, Managed Instance Groups, HAProxy and Grafana architecture
    Integration ecosystem around Kafka, Kibana, Logstash/Beats, Vector.dev and Fluent Bit
    LangChain community vector-store integration

    Connect

    Website
    manticoresearch.com
    GitHub
    manticoresoftware
    X / Twitter
    manticoresearch
    LinkedIn
    manticore-software

    AI Topics

    3

    Manticore Software Ltd focuses on these topics:

    Database Tools(1)
    Search and Discovery(1)
    Vector Databases(1)
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