Bring your existing AI stack.
MCP Fabric fits into the environment you already use. Connect AI clients, company identity, communication channels and the systems where your work actually happens. The goal is not to replace your existing tools, but to give them a shared place where their use can be controlled, secured and incorporated into automated processes.
AI clients
AvailableConnect compatible AI clients through MCP.
Identity
PlannedEnterprise identity providers — described here only when verified in production.
Channels
AvailableWeb, email, webhook, Teams, WhatsApp and other connected channels.
Business systems
AvailableMCP, REST, SQL, GraphQL, GitHub, SSH, Ansible, Terraform, WinRM/PSRP, VPN and your own connections.
Connectors
Ansible
Ansible connections bind inventory and playbooks into governed automated process steps. A run uses an approved playbook, sensitive credential-referenced credentials and organization policy. Chat does not get a free ansible-playbook shell.
Ansible workspaces
Versioned playbook trees, published revisions and starter scenarios for a connection.
SSH
SSH connections store host, port, user and keys in the vault. Automated processes run approved command profiles. A free-form remote command from the model is off; a named profile is used instead.
Terraform
A Terraform connection points at modules you have approved. Automated processes can validate, plan, apply and show the result. Destroy stays off unless the connection allows it and a person has approved. Typical work: a Proxmox VM, deploying or upgrading a stack, preparing an environment. Provider credentials — including Proxmox API tokens — stay in the organization vault. The run can be local or over an existing SSH connection.
WinRM / PSRP
WinRM and PowerShell Remoting (PSRP) are one Windows connection family. You store the host and choose WinRM or PSRP, keep passwords and certificates in the vault, then test the path or run approved Windows Ansible books. Same idea as SSH: a governed connection, not a shell in the request.
VPN
VPN connections (IPsec / IKEv2, SSTP or WireGuard, client or server role) sit in the same governed catalog as SSH and Ansible. From a server connection in admin you generate secrets once, then download ready profiles and install commands grouped by iPhone, Android, Windows and Ubuntu. Typical path: gateway first, then SSH, playbooks or Windows remoting on the far side.
GitHub
A GitHub connection uses a personal access token or a GitHub App stored as credentials. Development and operations processes call the GitHub API through that connection, for your organization only.
Data connections
Data connections and datasources bind SQL, REST and GraphQL endpoints. Validate after save, then expose operations as automated process tools. Connection strings never belong in the process diagram.
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.