Workflow Automation · Temporal + Claude
Temporal MCP with Claude: Run Reliable Workflows Through Natural Language
The short answer
Claude works with Temporal through the Model Context Protocol (MCP), an open standard that acts as a secure adapter between the two. Once connected with an API key, Claude can start workflows, check their current state, send signals to running executions and cancel them, all from a natural language request. Your team sets which actions are allowed and which need approval.
What is Temporal?
Temporal is a cloud-native workflow orchestration platform. It helps businesses build distributed applications whose long-running processes keep working even when servers, networks or individual services fail. Temporal tracks each workflow's progress, retries failed steps and resumes automatically. Engineering teams, platform teams and operations leaders use it for order processing, payments, onboarding, data pipelines and other multi-step processes that must finish reliably.
How Claude connects to Temporal through MCP
The Model Context Protocol (MCP) is an open standard that lets Claude securely use other software, both reading information and taking actions, with permissions the organisation controls. Think of it as a universal adapter between Claude and the tool. Temporal also supports direct API access, so the right route depends on your existing setup.
Once connected, Claude can typically look up workflows, check their status and history, start new executions, send signals to running workflows and request cancellations. An operator might simply ask, in plain English, for the status of every onboarding workflow stuck for more than a day, and Claude retrieves that information from Temporal.
Permissions and approvals keep people in charge. Connections use an API key with least-privilege access, so Claude only reaches the namespaces and actions you allow. Consequential steps such as cancelling a live workflow can require a named person to approve before they run, and every action is recorded in an audit log.
What you can automate
Checking on stuck customer onboarding
Customer success managers often need to know why a new account has not finished setup. Claude can query Temporal for onboarding workflows that have been waiting longer than expected, summarise where each one is blocked and list the next step. The team sees a short, clear report instead of digging through dashboards.
Restarting failed order processing
When an order workflow fails because a payment provider was briefly unavailable, operations staff can ask Claude to find affected orders and start replacement workflows. Approval steps can require a supervisor to confirm before any customer-facing action runs, reducing manual re-keying and missed orders.
Sending signals to approval flows
Many business processes wait for a human decision, such as a contract sign-off or a refund approval. Claude can send the correct signal to a waiting workflow once the decision has been recorded elsewhere, so the process moves on without someone manually triggering it inside the engineering tools.
Cancelling outdated executions
Sometimes a workflow is no longer needed, for example after a subscription is cancelled. Claude can identify matching executions and prepare a cancellation request for review. A named approver confirms the action, and the audit log records who approved what and when.
Daily operational summaries
Leaders want a regular view of how business processes are performing. Claude can gather workflow counts, running and completed totals, and recent failures, then draft a summary for the operations meeting. Typically this replaces a manual export and saves the team a recurring hour each week.
An end-to-end workflow: Onboarding recovery for new enterprise accounts
TriggerA customer success manager asks Claude each Monday morning to review onboarding progress for enterprise accounts.
Claude queries Temporal for onboarding workflows that have been running longer than the agreed threshold.
Claude checks each workflow's history to identify the step where it is waiting or has failed.
Claude reads the matching account records in the CRM to confirm the customer name, owner and contract stage.
Claude drafts a recovery plan, including which signal would unblock each workflow, and sends it to the manager for approval.
After approval, Claude sends the approved signals to Temporal and posts a summary to the team channel in Microsoft 365.
OutcomeStalled onboardings are found and unblocked within one working day rather than being discovered at renewal time. Typical outcomes include fewer delayed go-lives and a clearer weekly view for account teams.
How we set it up
Free automation audit
We review your Temporal workflows, your key business processes and the systems they touch, such as Microsoft 365, your CRM or ERP. We identify the workflows where Claude would save the most time and risk.
Secure connection
We connect Claude to Temporal using an API key stored in a secure secrets manager, with least-privilege access limited to the namespaces and actions you approve. Where your setup suits it, we use the MCP route, otherwise direct API access.
Workflow design
We design the end-to-end process across Temporal and your other systems. Each consequential action, such as cancellation, is assigned to a named approver before it can run.
Testing with real cases
We test the workflows against past real cases, checking accuracy, approval routing and error handling. Any gaps are fixed before anything goes live.
Launch, monitoring and training
We launch with monitoring and audit logs turned on, then train your operations and engineering staff on how to use Claude safely with Temporal. We remain available to adjust the workflows as your needs change.
Who benefits
- Operations director
- Gets faster answers on the state of business processes without waiting for engineering support.
- Engineering lead
- Spends less time on routine status checks and manual signals, and more time on building and reliability work.
- Customer success manager
- Sees which accounts are stalled and can ask for recovery actions in plain language.
- IT or security head
- Keeps control through API key scoping, approval steps and audit logs for every action Claude takes.
Security and control
- API keys are stored in a secure secrets manager and rotated on a schedule your IT team sets.
- Access is least-privilege, limited to the namespaces and workflow types each team needs.
- Consequential actions such as cancellations require approval from a named person before they run.
- Every request and action taken through the connection is recorded in an audit log for review.
- Read-only access can be used for reporting roles so that no changes are possible from that route.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host Claude in their chosen region to support their data protection obligations. Indian businesses are supported with setups that reflect the Digital Personal Data Protection Act, 2023. Companies in the UAE and Saudi Arabia are supported under their local data protection laws, with hosting region chosen to meet those requirements. We confirm the right setup for your jurisdiction during the audit.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Temporal MCP server do?
The Temporal MCP server is a bridge that lets Claude request Temporal actions in a controlled way. Through it, Claude can typically look up workflows, start new ones, query their state, send signals and request cancellations. The server only exposes the actions you allow, so the connection stays focused on the tasks your team needs.
Is it secure to connect Claude to Temporal?
Security depends on how the connection is set up, and we design it carefully. Access uses an API key with least-privilege scope, stored in a secure secrets manager. Consequential actions can require human approval, and all activity is logged, so you keep oversight at every step.
What can Claude actually do with Temporal?
Typically, Claude can start workflows, check their status and history, send signals to running executions and cancel workflows, all from natural language requests. It can also combine this information with records in your other systems to produce summaries or recommended actions for your team to review.
How long does setup take?
Timelines vary with the number of workflows and systems involved. A focused first use case often moves from audit to launch within a few weeks, including testing and training. We give you a clear timeline after the free automation audit.
What access or permissions are needed?
In general, you need an API key with permissions matched to the actions you want Claude to take. Read-only access suits reporting, while starting, signalling and cancelling require broader permissions. We recommend the narrowest scope that supports your use case and confirm the exact requirements during the audit.