Description
Hygraph provides a robust platform for structuring content as a knowledge graph, making it accessible to AI agents. The platform ensures that AI assistants can query structured content directly, adhering to existing roles, permissions, and governance boundaries. This approach allows AI agents to work within human-defined rules, enhancing content accessibility and governance.
Hygraph's MCP Server connects AI agents to the content graph, allowing them to read, write, and publish within defined permissions. This ensures that every AI-generated or retrieved answer traces back to its original source document, maintaining content provenance. The platform supports technical teams by structuring entities, relationships, and taxonomy for direct reasoning by agents.
Content teams benefit from AI-assisted content that requires brand and legal approval before shipping. Approved quotes and proof points are reproduced exactly, ensuring campaigns and variants generated by AI trace back to vetted content. Hygraph offers structured content modeling, content architecture across brands and regions, and enterprise content governance.
Hygraph's pricing includes a free Hobby plan with generous feature limits, allowing users to build personal projects or validate ideas. The Growth plan offers additional resources, and the Enterprise plan provides custom limits and dedicated support. Hygraph is ideal for multi-brand enterprises, global teams, and complex digital operations needing a governed content foundation across brands, channels, and markets.
Hygraph AI-ready Knowledge Graph's Core Features
AI-ready knowledge graph
MCP Server for AI connectivity
Structured content modeling
Content provenance
Brand and legal review
Enterprise content governance
API and usage observability
Ranked #1 in customer satisfaction on G2
Free Hobby plan
Custom Enterprise plan
How to use Hygraph AI-ready Knowledge Graph?
Configure: Set up your content graph
Use: Connect AI agents via MCP Server
Optimise: Ensure content governance
Deploy: Publish AI-assisted content
Hygraph AI-ready Knowledge Graph's Use Cases
- Multibrand Marketing
- B2B Portals
- AI Digital Experiences
- eCommerce Websites
- Content Personalization








