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Agent-Ready. Engineered for Greater Efficiency.

Activate agentic AI experiences on your governed enterprise data and a more efficient platform.

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Connect AI Agents to Trusted MarkLogic Data

Empower AI agents to answer questions on your data in natural language. The MarkLogic MCP Server enables Copilot, Claude and custom AI agents to find and retrieve governed information in the platform while preserving its security, provenance and semantic context.

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Scale AI and Hybrid Retrieval Efficiently

As your AI applications scale, so do your operational costs. MarkLogic Server 12.1 adds new capabilities, allowing you to keep growing hybrid search and vector storage and indexing overhead under control.

Generative AI

Tunable Vector Compression

Balance search accuracy and vector storage to scale AI searches cost-effectively.

Analytical Queries

Inline Virtual Views

Create relational views on the fly—now without the administrative overhead.

UNIVERSAL INDEX

Index Scope Control

Index only the content that delivers search value without compromising relevance.

HYBRID SEARCH

Parameterized CTS Queries in Optic API

Build sophisticated hybrid queries with more flexible, reusable logic in Optic API to improve search performance.

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Enjoy Better Cloud Elasticity and Cost-Efficiency

Reduce your AWS Coud infrastructure costs. Extend dynamic scaling, storage expansion and rolling upgrades to your cloud environment via the MarkLogic Kubernetes Operator.

PRICE-PERFORMANCE

AWS Graviton Support

Get better price-performance for cloud workloads on AWS to reduce your infrastructure costs

SCALABILITY

Dynamic Hosts

Extend dynamic scaling to your cloud environment—now via Kubernetes Operator and AWS CloudFormation Template.

PERFORMANCE

Volume Resizing

Increase operational capacity whenever needed with less manual effort via the MarkLogic Kubernetes Operator.

HIGH AVAILABILITY

Rolling Upgrades

Upgrade to a supported version of MarkLogic Server with zero downtime via the MarkLogic Kubernetes Operator.

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Upgrade to Strengthen Your
Security Posture

Every new MarkLogic Server release includes significant security enhancements to help best protect your environment. MarkLogic Server 12.1 comes with seamless single sign-on (SSO) authentication across all administration tools and overall hardened product security.

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Elevate Your Skills, Open New Doors

Get certified as a MarkLogic Developer or MarkLogic Administrator through our professional certification program.

Upskill Your Team

Revisit the basics and learn about the new features in MarkLogic Server 12 by taking a free instructor-led course.

Take the Training

Get Certified

Upgrade your MarkLogic Developer or Administrator Certification with our written maintenance exam.

Take the Exam
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Get Started with MarkLogic Server 12.1