Everything AI needs to get from context to action.
MCP Fabric brings business knowledge, AI agents, automated processes, connected tools and access control together in one environment. Instead of assembling several separate products for every use case, you get a shared foundation for customer conversations, internal operations and business-specific AI workflows.
Knowledge
Give AI the right context — only the passages that matter. Search keeps the knowledge base out of every request, which saves tokens and keeps answers grounded.
Agents
Give AI a job, not just a request. Create specialized agents with clear responsibilities, instructions, knowledge and capabilities.
Interactive chat
A guest writes on the website. If it is a booking, the chat asks for the details, puts an offer together, and after they agree it goes to a person. One click finishes the reservation. Live for guesthouse lodging at Penzion Pod Farou (podfarou.cz).
Automated processes
Turn decisions into repeatable processes instead of long, expensive agent loops. Visual automated processes connect people, AI, tools and systems — and you only pay for the steps that actually run.
From request to action
MCP Fabric can turn a request into an actual process: Ask → Understand → Retrieve → Decide → Execute → Approve → Done. AI can retrieve the right business knowledge, make a decision, call the appropriate tools, wait for human approval when needed and continue the automated process.
MCP
Connect the AI clients your team already uses. Compatible clients can work with the same tools, automated processes and business context.
Control and governance
Let AI act — within clear boundaries, including cost. Identity, roles, licensing, policies, capacity and approvals are part of execution, so you keep full control over what runs and what it costs.
Identity
Connect MCP Fabric to your organization's identity so access reflects real people, roles and membership. Users do not need a separate account simply to use the AI platform, and access rules can align with the way your organization already manages identities.
Monitoring
MCP Fabric includes a production operations stack: metrics, centralized logs and Grafana dashboards. You can see how services, traffic and automated processes behave — and you keep product audit as a separate control, not a screenshot of a chart.
Capabilities
Each page describes one part of MCP Fabric: what it is for, how you use it, and whether it is core or turned on separately.
Ready to move beyond the chatbot?
Build AI that understands your business, works with your knowledge, follows your processes and can actually finish the job. You decide which actions are allowed, when a person must step in and how much AI usage your organization can consume.