Developer Tools & Devops · Unleash + Claude
Unleash MCP with Claude: Safer Feature Flag Control Through Natural Language
The short answer
Claude works with Unleash through the Model Context Protocol (MCP), a secure standard that lets Claude read and act inside the tool. Once connected with an API key, Claude can list feature flags, review projects and environments, and help configure rollouts. Permissions stay limited and people approve changes that affect live customers.
What is Unleash?
Unleash is a feature management platform for creating and governing feature flags. Feature flags let teams switch functions on or off without a new software release. Unleash helps developers, product teams and release managers control releases safely across projects and environments such as development, staging and production. It is used by software teams that ship frequently and need to limit the risk of each change.
How Claude connects to Unleash through MCP
The Model Context Protocol (MCP) is an open standard that lets Claude securely use other software, reading information and taking actions with permissions the organisation controls. Think of it as a universal adapter between Claude and the tool. Unleash provides an MCP server, and it can also be reached through its direct API, so Claude can work with the platform in everyday language.
Once connected, Claude can typically list feature flags, look up which projects and environments exist, check how a flag is configured and help prepare changes to rollouts. A product manager might ask which flags are active in staging, and Claude can answer from live data rather than a stale spreadsheet.
Access is governed by the API key the organisation issues. We set up keys with least-privilege access, so Claude sees only the projects it needs. Consequential actions, such as changing a production rollout, are routed for human approval, and audit logs record every change for review.
What you can automate
Feature flag inventory and clean-up
Claude can list every feature flag across projects and help identify flags that are no longer used. Engineering leads can review stale flags in one conversation, decide which to remove, and keep the codebase tidy. This reduces technical debt and makes it easier for new team members to understand how a product behaves.
Environment status checks
Release managers often need to confirm which features are on in staging before approving a production release. Claude can review environment configurations on request and summarise differences between them. Teams get a clear picture before a release goes out, reducing the chance of an unexpected feature reaching customers.
Rollout planning support
Product owners can describe a gradual rollout in plain language, and Claude can help draft the proposed configuration for review. A human approves the plan before anything changes. This speeds up planning meetings and makes rollout decisions easier to document.
Release reporting for leadership
Operations leaders can ask for a summary of which features are live, paused or in testing across projects. Claude turns the platform data into a short, readable report. This gives non-technical stakeholders visibility without needing access to the tool itself.
Incident response support
When a feature causes problems, speed matters. Claude can help the on-call engineer quickly find the relevant flag, confirm its current state and prepare the switch-off request. The engineer confirms the action, keeping control with the people responsible for the system.
An end-to-end workflow: Safer release approvals with ticketing
TriggerA product manager raises a ticket in the team's service desk asking to enable a new checkout feature for 10% of customers.
Claude reads the ticket and identifies the feature flag and target environment.
Claude checks the current configuration in staging and summarises the results for the release manager.
Claude drafts the proposed rollout change, including percentage and audience, and attaches it to the ticket.
The release manager reviews and approves the change in the ticketing system.
Once approved, the change is applied in Unleash and the audit log records who approved it and when.
Claude posts a confirmation note on the ticket for the product and support teams.
OutcomeReleases roll out in controlled stages, approvals are recorded in one place, and support teams are informed without manual status chasing. Results vary by team and process.
How we set it up
Free automation audit
We review your release process and identify which Unleash workflows are worth automating, such as flag reviews, environment checks or rollout requests.
Secure connection
We connect Claude to Unleash using an API key, issued with least-privilege access so Claude only sees the projects it needs. Keys are stored securely and rotated on your schedule.
Workflow design
We design the end-to-end process across Unleash and your other systems, such as Microsoft 365, ticketing or your CI/CD tools, with clear human approval points for production changes.
Testing with real cases
We test the workflow against past releases and rollouts to confirm accuracy before anything goes live, and agree the approval rules with your release owners.
Launch and training
We launch with monitoring and audit logs in place, then train your engineers, product managers and release managers on how to use the new workflow safely.
Who benefits
- Engineering managers
- Clear visibility of flags and environments, with less time spent on manual checks and clean-up.
- Release managers
- Faster, better-documented approvals for rollouts, with a full audit trail.
- Product managers
- Quicker answers about feature status and easier planning of gradual rollouts.
- Operations and IT leaders
- Stronger governance over who can change live features, supported by logs and least-privilege access.
Security and control
- Least-privilege API keys so Claude only accesses the projects it needs.
- Human approval required for any change affecting production customers.
- Audit logs recording every action taken through the connection.
- Regular key rotation and secure storage managed by your IT team.
- Testing in non-production environments before any workflow goes live.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host the Claude workflow in their chosen region to meet internal data policies. Companies in India must consider the Digital Personal Data Protection Act, 2023, when personal data appears in flag targeting or logs. Organisations in the UAE and Saudi Arabia must follow local data protection laws, and we select a hosting region to meet those requirements. Hosting location is agreed 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 Unleash MCP server do?
The Unleash MCP server is a secure connector that lets AI tools such as Claude reach Unleash in a structured way. It can typically list feature flags, manage projects and read environment configurations. It turns the platform into something Claude can work with in natural language, while keeping the same permissions your team already has.
Is connecting Unleash to Claude secure?
Security depends on how the connection is set up. We use an API key with least-privilege access, so Claude sees only the projects it needs. Production changes require human approval, and audit logs record every action. Keys are stored securely and rotated regularly, and we test the setup before launch.
What can Claude actually do with Unleash?
Typically, Claude can list feature flags, review projects and environments, explain how a flag is configured and help prepare rollout changes. Consequential actions are reviewed by a person before they take effect. The exact capabilities are confirmed during the free audit based on your setup.
How long does setup take?
Timelines depend on the number of projects, environments and other systems involved. A focused setup for a single team with one or two workflows is often completed in a few weeks, including testing and training. We confirm a realistic timeline during the free automation audit.
What access or permissions do we need to get started?
You need an Unleash API key that your administrator can issue with the right scope for the projects in question. We recommend a key with the narrowest access that supports your workflow. Your administrator reviews the permissions before we begin, and the key can be changed or revoked at any time.