Developer Tools & Devops · Exceptionless + Claude
Exceptionless MCP with Claude: Faster Error Triage and App Health Checks
The short answer
Claude connects to Exceptionless through the Model Context Protocol (MCP), a secure standard that lets Claude read and act inside the tool with permissions you control. Once connected, teams can ask Claude about recent error activity, submit project events and check client configuration using natural language. Access is granted with a single API key.
What is Exceptionless?
Exceptionless is an open-source error monitoring and event reporting service. Developers use it to see when applications throw errors, collect events from projects and keep track of how software behaves in live use. Development teams, DevOps engineers and support staff typically rely on it to spot problems early. One API key controls access to project events and client configuration, which keeps setup simple for most teams.
How Claude connects to Exceptionless through MCP
The Model Context Protocol (MCP) is an open standard that works like a universal adapter between Claude and other software. It lets Claude use a tool securely, reading information and taking actions, with permissions the organisation controls. For Exceptionless, this means Claude can work with your project data without anyone copying figures between screens.
Once connected, Claude can typically read recent error activity, look at how often an error occurs, inspect client configuration and submit events. Your team can ask questions such as which errors appeared after the last release, or what settings a particular client is using. Claude summarises the answer in plain English so people can act faster.
Permissions and approvals keep people in charge. Access uses a single API key with the scope set by your organisation, and we apply least-privilege access so Claude only reaches what it needs. Consequential actions, such as changing configuration, can require a named person to approve them first, and every request is recorded in audit logs.
What you can automate
Morning error briefing for engineering leads
Each morning, a team lead asks Claude for a summary of new and rising errors across their projects. Claude reads recent activity from Exceptionless and groups related events so the lead can see what changed overnight. The lead then decides which issues need immediate attention and which can wait for the next sprint, saving time spent scrolling through dashboards.
Release health checks for DevOps
After a deployment, a DevOps engineer asks Claude whether error levels have moved since the previous release. Claude compares event activity over the two periods and highlights any spikes. This gives the team a quick, evidence-based answer on whether a release is stable, supporting a faster decision about rollback or further monitoring.
Client configuration reviews
When a support engineer needs to know why an application behaves differently in one environment, they ask Claude to read the relevant client configuration. Claude retrieves the settings and explains them in plain language, so the engineer can compare environments without manual lookups. Changes can be routed for approval before anything is updated.
Support ticket triage
A customer support team receives reports of app crashes. Support staff ask Claude to check whether Exceptionless has recorded matching error activity for the affected user or version. Claude returns the relevant events, helping the team confirm known issues quickly and pass well-documented reports to engineering.
Weekly app health reporting
A product manager asks Claude for a weekly view of application health, covering error volumes, the most frequent issues and any patterns linked to specific releases. Claude prepares a clear written summary that the manager can share with stakeholders, reducing the time spent building the report by hand.
An end-to-end workflow: Post-release error watch with ticket escalation
TriggerA new application release is deployed to production.
Claude reads recent error and event activity from Exceptionless for the release window.
Claude compares error volumes with the previous release and flags any new or rising issues.
Claude summarises the findings in plain English and posts them to the engineering channel in Microsoft 365 Teams.
For any serious new error, Claude drafts a ticket in your ticketing system with the relevant event details attached.
A named engineer reviews and approves each ticket before it is raised.
Claude records the outcome so the release review shows what was checked and when.
OutcomeTeams typically spot regressions sooner after a release, with a clear written record of what was checked and who approved each escalation. Results vary by organisation.
How we set it up
Free automation audit
We review how your teams use Exceptionless today and identify the error-monitoring and reporting tasks most worth automating. You receive a short written plan at no cost.
Secure connection with an API key
We connect Claude to Exceptionless using the API key sign-in method the tool supports. The key is stored securely and scoped with least-privilege access, so Claude only reaches the projects and actions you approve.
Workflow design
We design the end-to-end workflow across Exceptionless and your other systems, such as Microsoft 365, your CRM, ERP or ticketing tool. People approve every consequential action before it happens.
Testing against real past cases
We test the workflow against real past errors and releases from your own history. We check accuracy, tune the summaries and confirm that approvals and audit logs behave as intended.
Launch, monitoring and team training
We launch the workflow with monitoring and audit logging in place, then train your team on how to ask questions, review results and manage approvals. We stay available for adjustments as your usage grows.
Who benefits
- Engineering leads
- Get a clear daily view of new and rising errors without opening multiple dashboards.
- DevOps and SRE teams
- Check release health quickly and support faster rollback decisions.
- Customer support managers
- Confirm known issues in seconds and hand engineering better-documented reports.
- IT and operations heads
- Keep control of access and approvals while reducing manual monitoring effort.
Security and control
- Access uses a single API key scoped to the minimum permissions needed.
- Named people approve any action that changes configuration or raises tickets.
- Every request and response is recorded in audit logs for review.
- Claude reads only the projects and data your organisation authorises.
- Credentials are rotated on a schedule your security team sets.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host the workflow in a region that meets their data requirements. Companies in India must follow the Digital Personal Data Protection Act, 2023, and we design controls accordingly. Organisations in the UAE and Saudi Arabia must meet local data protection laws, and we choose a hosting region that helps meet those requirements. The right region is selected 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 Exceptionless MCP server do?
The MCP server is a secure bridge that lets Claude work with Exceptionless. It typically allows Claude to read error and event activity, submit project events and inspect client configuration, all through natural language requests. It does not give Claude access beyond what your API key and permissions allow.
Is connecting Exceptionless to Claude secure?
Security depends on how the connection is set up. We use a single API key with least-privilege scope, store it securely and rotate it on a schedule. Consequential actions can require human approval, and all activity is logged for audit.
What can Claude do with Exceptionless once connected?
Claude can typically summarise recent errors, compare activity across releases, read client configuration and submit events on request. It can also draft summaries or tickets for people to review. Exact capabilities depend on the permissions your organisation grants.
How long does setup take?
Many teams complete a first working connection within a few weeks, though this varies with the number of projects, the systems involved and the approval rules you need. The free automation audit gives you a realistic timeline before any work begins.
Which plan or permissions are needed?
Generally, you need an Exceptionless account and an API key with permission to access the projects you want Claude to use. The exact requirements depend on your Exceptionless setup and organisation policies, so we confirm them during the audit.