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AI knowledge graph generator

Build knowledge graphs with AI.

Generate visual knowledge graphs instantly with AI. From research topics to domain concepts, create complete knowledge graphs with entities, relationships and clusters for your brainstorming sessions.

A knowledge graph generated by AI on a MockFlow board

Knowledge graphs that reveal the full picture.

Map relationships in minutes instead of hours. Describe your research topic and AI generates complete knowledge graph with entities, relationships, and clusters, ready for team collaboration on your whiteboard.

Describe a topic, get a complete knowledge graph.

Tell AI about your research area, domain or subject, and it generates a detailed knowledge graph with nodes, edges and relationship labels. AI identifies key entities and maps the connections between them in a structured, visual format.

"Map the key concepts and relationships in machine learning"
"Knowledge graph of the human immune system and its components"
"Create a concept map of microservices architecture and dependencies"
A prompt turned into a knowledge graph on the board

AI picks the right graph structure.

AI reads your prompt and selects the best graph structure for you. Conceptual topics get hierarchical graphs with parent and child relationships. Domain models get relational graphs with typed edges and entity clusters, with no manual setup.

  • Hierarchical mode. Parent and child trees for taxonomies, ontologies and concept hierarchies.
  • Relational mode. Typed edges for domain models, entity relationships and knowledge bases.
  • Clustered layout. Group related nodes into clusters for clearer visual organization.
  • AI node descriptions. Generated labels and descriptions for each entity and relationship.
Hierarchical and relational knowledge graph modes

Expand your graph through conversation.

Talk to Mida, your AI design assistant, to grow your knowledge graph naturally. Add new entities, define relationships, merge clusters or dive deeper into a subtopic, all through simple conversation while keeping your existing graph intact.

You: "Add the relationship between neural networks and deep learning"
Mida: "Added a 'deep learning' node connected to 'neural networks' with an 'is a subfield of' relationship, and linked it to relevant concepts like CNNs and RNNs."
You: "Expand the graph to include real-world applications of these concepts"
Mida: "Added application nodes including image recognition, natural language processing, and autonomous vehicles, all connected to their relevant parent concepts."
Mida expanding a knowledge graph in conversation

Transform knowledge graph into actionable formats.

Convert your knowledge graphs into other whiteboard components. Turn entity clusters into mind maps, generate documents summarizing your domain model, or build flowcharts mapping the logic between concepts.

  • Entity clusters to mind map
  • Domain model to ER diagram
  • Concept flow to flowchart
  • Graph summary to document
A knowledge graph converted into other board components

Knowledge graphs as part of your bigger picture.

Paste a research brief, product requirement or meeting transcript, and AI generates a whole whiteboard with a knowledge graph alongside mind maps, kanban boards, flowcharts and more. Your knowledge graph becomes one piece of a complete visual plan, all created from a single prompt.

"Map our new AI product's domain model, task board, and system architecture"
"Research brief on climate change: concepts, causes, and solutions"
A knowledge graph next to a mind map, kanban board and flowchart

Create knowledge graph with your favorite AI.

Use Claude or ChatGPT to generate knowledge graphs directly. Our MCP server and GPT Actions let you create knowledge graphs from your preferred AI assistant, completely free.

How it works

How AI knowledge graphs work.

From a simple description to a visual knowledge graph in three steps.

Step 1

Describe your domain

Type a research topic, domain concept or subject you want to map: a technology stack, scientific field or organizational structure.

Step 2

AI builds the graph

AI identifies entities, extracts relationships and assigns meaningful labels, choosing the best graph structure for your topic.

Step 3

Refine and collaborate

Add or remove nodes, ask Mida to expand a cluster, convert to other formats, or share the whiteboard with your team for collaborative research.

AI knowledge graphs for every use case.

From business systems to research data, create connected knowledge graphs with AI.

Enterprise knowledge

Connect teams, documents, departments and workflows into one visual knowledge graph. Help employees discover information faster and reduce disconnected data across the organization.

Product mapping

Visualize relationships between products, features, customer needs and business goals. Help teams understand dependencies and improve product planning decisions.

Customer insights

Connect customer profiles, interactions, purchases and support history into one graph. Discover behaviour patterns and improve customer experience with connected data.

Fraud detection

Identify suspicious relationships between accounts, devices, transactions and activities. Detect hidden patterns and reduce risk using graph based analysis.

Research and education

Organize concepts, research papers, authors and learning materials into connected maps. Help students and researchers explore knowledge more efficiently.

Compliance tracking

Map policies, regulations, controls and business processes into traceable relationships. Simplify audits, reporting and compliance management across teams.

Try these AI knowledge graph prompts.

Try these prompts to create knowledge graphs instantly.

"Map the key entities and relationships in the field of quantum computing"

"Knowledge graph of a SaaS product's domain model from users to billing"

"Map the concepts and dependencies in a modern web application tech stack"

"Create a knowledge graph of the human cardiovascular system and its functions"

"Knowledge graph of climate change causes, effects, and mitigation strategies"

"Map the ecosystem of actors and relationships in the global supply chain"

Frequently asked questions.

What does an AI-generated knowledge graph include?
Each knowledge graph includes multiple nodes representing entities, labeled edges showing relationships, and optional cluster groupings to organize related concepts. AI also generates descriptions for each node to provide context.
How does AI decide between hierarchical and relational graphs?
AI analyzes your prompt context. Topics with clear taxonomies or parent-child structures (like biological classifications or org charts) get hierarchical graphs. Domain models and knowledge bases with many-to-many relationships get relational graphs with typed edges.
Can I modify the knowledge graph after it's generated?
Yes. Use Mida, the AI assistant, to add nodes, change relationships, merge clusters, or expand a subtopic through conversation. You can also directly edit node labels and descriptions on the whiteboard.
What is the Multi Visual Planner?
The Multi Visual Planner lets you paste a research brief or document, and AI creates an entire whiteboard with a knowledge graph alongside mind maps, flowcharts, and other components, all from a single prompt.
Can I convert knowledge graphs into other formats?
Yes. You can convert knowledge graphs into mind maps, ER diagrams, flowcharts, documents, and other whiteboard components using AI Convert, making your graph data reusable across different contexts.
Is the AI knowledge graph generator free to use?
Yes. You get free AI credits with MockFlow. You can also use our MCP server with Claude or GPT Actions with ChatGPT to generate knowledge graphs completely free.
Get started

Build your knowledge graph with AI.

Create your first AI powered knowledge graph and see how easy visual knowledge mapping can be.

AI credits on every planFree to start
Try it now

Tell Mida the topic you want to map and it starts the board for you.

MCPBrainstorm with MockFlow MCP

Add MockFlow as an MCP connector in Claude, Cursor, or any MCP-compatible AI assistant to generate flowcharts, mindmaps, architecture diagrams, and 16 types of visualizations.

Desktop App MCP Powerful
CLI Web MCP Developer
Loginless Web MCP Easiest

Built into the MockFlow Desktop App. AI creates visuals directly on your open canvas — no URLs, no waiting.

1
Open Desktop App → open a MockFlow project
2
In Claude Code / Cursor, run:
claude mcp add --transport http -s user mockflow-ideaboard http://localhost:21193/mcp
3
Ask: "Create a flowchart for..."

Best for: Designers, product teams, daily MockFlow users.

Download Desktop App →

Install from npm, log in via browser (OAuth), and boards are saved to your MockFlow account.

1
npm install -g @mockflow/ideaboard-mcp
2
mockflow-ideaboard-mcp login
3
mockflow-ideaboard-mcp

Best for: Developers using Claude Code, Cursor, or VS Code Copilot.

npm Package →

Add MockFlow as a connector in Claude.ai or ChatGPT. No installation, no account required. A new board is created and you get a shareable URL.

1
Open Claude.ai → Settings → Connectors
2
Paste this URL: https://app.mockflow.com/ideaboard/mcp
3
Ask Claude to create a flowchart — done!

Best for: Managers, marketers, anyone using Claude.ai or ChatGPT in the browser.

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