Sales & Customer Support · Gleap + Claude
Gleap MCP with Claude: Turn User Feedback Into Faster Product Fixes
The short answer
Claude works with Gleap through the Model Context Protocol (MCP), an open standard that gives Claude secure, permission-controlled access to the tool. Once connected with an API key, Claude can read user feedback and bug reports, fetch conversation history and draft or send replies, all through natural language requests from your team.
What is Gleap?
Gleap is an all-in-one customer feedback tool for apps and websites. It collects bug reports, feature requests and user messages in one place, helping product and support teams see where users struggle. Product managers, developers, customer support staff and app owners typically use it to understand pain points and decide which software improvements matter most.
How Claude connects to Gleap through MCP
The Model Context Protocol, or MCP, is an open standard that lets Claude use other software securely. Think of it as a universal adapter between Claude and a tool. The organisation decides exactly what Claude may access, so the connection never goes beyond what has been approved.
Once Claude is connected to Gleap, it can read incoming feedback, look through bug reports and fetch the history of a user conversation. Your team can ask questions in plain English, such as which feedback mentioned checkout errors this week, and get a clear summary back. Claude can also draft replies to users for your team to review.
Permissions and approvals keep people in charge. Access is limited to the actions your team allows, and consequential steps such as sending a reply or changing a ticket status can require a person to approve first. Activity is logged so you can see what was read, drafted and sent.
What you can automate
Weekly feedback summaries for product teams
Each week, Claude can gather new feedback from Gleap and group it by theme, such as login problems, slow screens or missing features. Product managers receive a short summary with the most frequent issues and example messages, saving hours of manual reading and helping them plan the next sprint with real user evidence.
Bug report triage for developers
When a bug report arrives, Claude can read the description, attached details and the user's conversation history, then suggest a priority and a likely area of the app. Developers receive a structured starting point rather than an unclear message, which typically shortens the time from report to investigation.
Faster first replies for customer support
Support agents often answer the same questions repeatedly. Claude can fetch the user's recent conversation history and draft a reply in a friendly, accurate tone. An agent reviews the draft, makes any changes and sends it, so users get quicker responses without losing human judgement.
Pain point reviews for app owners
Business owners can ask Claude which screens or features generate the most complaints over a chosen period. The answer highlights patterns, such as a form that many users abandon, helping leaders decide where to invest development budget for the greatest effect on user satisfaction.
Onboarding and churn insight
Claude can review feedback from newer users and compare it with comments from long-standing customers. Teams can see which early experiences cause confusion or frustration, allowing them to improve onboarding flows and reduce the chance that new users give up in their first weeks.
An end-to-end workflow: Bug report to resolved ticket
TriggerA user submits a bug report through the app, which arrives in Gleap.
Claude reads the new bug report and the user's conversation history in Gleap.
Claude checks the Microsoft 365 shared mailbox and the support team's notes for any related earlier reports from the same account.
Claude drafts a short acknowledgement reply for the user and a summary for the developer, including a suggested priority.
A support agent reviews the reply and developer summary, then approves them.
The approved reply is sent through Gleap and the summary is logged in the ticketing system for the engineering team.
When the fix is released, the team marks the report resolved and Claude prepares a follow-up message for the user.
OutcomeUsers receive a faster, more personal acknowledgement, developers get a clearer starting point, and the support team keeps full control over every message sent.
How we set it up
Free automation audit
We review how your team currently handles feedback, bug reports and support messages, and identify the workflows where Claude would save the most time. There is no charge for this session.
Connection through API key
We connect Claude to Gleap using an API key, which is created in your Gleap account. The key is stored securely and limited to the access your workflows need, following least-privilege principles.
Workflow design
We design the end-to-end process across Gleap and your other systems, such as Microsoft 365, your CRM or ticketing tool. Your team decides which actions need human approval before anything is sent or changed.
Testing and launch
We test the workflow against real past feedback and bug reports, check the results with your team, and then launch with monitoring and audit logs turned on.
Team training
We train your product, development and support staff to use Claude with Gleap confidently, including how to review drafts, ask good questions and report any issues.
Who benefits
- Product managers
- Receive regular summaries of user pain points, backed by real examples, to guide roadmap decisions.
- Developers and engineering leads
- Get clearer, prioritised bug reports with relevant conversation history, reducing time spent gathering context.
- Customer support teams
- Answer users faster with reviewed draft replies while keeping a human in control of every message.
- Founders and operations heads
- Understand which parts of the product frustrate users most and direct budget to the changes with the greatest impact.
Security and control
- Least-privilege access: Claude only reaches the Gleap data and actions your workflows require.
- Human approval for consequential actions such as sending replies or changing ticket status.
- Audit logs that record what Claude read, drafted and sent, so every action can be reviewed.
- API key management: keys are stored securely, can be rotated, and can be revoked at any time in your account.
- Hosting in the region you choose, such as India, the United States, the United Kingdom or the European Union, to align with your data requirements.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can design Gleap workflows around their own data protection rules, with access limited and logged. Indian organisations can align the setup with the Digital Personal Data Protection Act, 2023, including consent, purpose limitation and data minimisation. Companies in the UAE and Saudi Arabia can address local data protection laws through careful access controls. Hosting is chosen to meet each organisation's requirements, and no specific compliance outcome is guaranteed.
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 Gleap MCP server do?
The Gleap MCP server is the connector that lets Claude work with Gleap securely. It allows Claude to collect user feedback, read bug reports, fetch conversation history and reply to users in natural language. It acts as a controlled bridge, so Claude only uses the functions the connection exposes and your team has approved.
Is connecting Claude to Gleap secure?
The connection is designed around least-privilege access, meaning Claude receives only the permissions it needs. Access is set up with an API key that you can rotate or revoke at any time. Consequential actions can require human approval, and activity can be logged for review. We design these controls with your security team during setup.
What can Claude do with Gleap once connected?
Typically, Claude can read incoming feedback and bug reports, summarise recurring themes, fetch a user's conversation history, draft replies and send them after approval. Your team can ask questions in plain English, such as which issues affected a particular screen last month, and receive a clear answer.
How long does setup take?
Timelines depend on how many workflows you want and how your other systems are connected. A focused setup often takes a few weeks, including the free automation audit, workflow design, testing with real past cases and team training. We agree the timeline with you after the audit.
What account access is needed to connect Gleap?
You need a Gleap account with permission to create an API key. The exact plan and access levels depend on your Gleap account, so we confirm what is available during the free audit. We then recommend the narrowest set of permissions that supports your planned workflows.