Data & Analytics · Kibana + Claude
Kibana MCP with Claude: Ask Your Analytics Questions in Plain English
The short answer
Claude works with Kibana through the Model Context Protocol (MCP), an open standard that acts as a secure adapter between the two. Once connected, Claude can read Kibana data, run queries, help generate dashboards and check analytics, all through natural language. Access is limited to the permissions the organisation sets, and people approve important actions.
What is Kibana?
Kibana is a visualisation and analytics platform built for data stored in Elasticsearch. It lets teams explore large volumes of data, build interactive dashboards and monitor key figures over time. Operations teams, IT and security staff, product analysts and business managers commonly use it to spot trends, investigate problems and keep an eye on systems and performance.
How Claude connects to Kibana through MCP
The Model Context Protocol 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. For Kibana, the connection can be made through an MCP server or a direct API connection, using either an API key or basic sign-in, depending on how the organisation's Kibana is set up.
Once connected, Claude can typically read data from Kibana, help write and run queries, summarise what the data shows, and assist in generating or describing dashboards. A manager might ask in plain English which regions saw a drop in order volume last week, and Claude can run the search and explain the result in simple terms.
Permissions and approvals keep people in charge. Access is granted with least-privilege settings, so Claude sees only the indexes and spaces it needs. Consequential actions can be set to require human approval, and audit logs record what was accessed and by whom. Teams decide what Claude can read, what it can change and when a person must confirm.
What you can automate
Plain-English data questions
Business managers ask questions such as which products sold best in a region last month. Claude translates the question into a Kibana query, runs it against the relevant data and returns a short, clear answer. Staff who do not write queries get faster answers without waiting for an analyst.
Dashboard drafting
Analysts can describe the dashboard they need, including the metrics, time ranges and breakdowns. Claude can help outline the visualisations and the layout, reducing the time spent building each panel by hand. A person reviews the result before it is shared with the wider team.
Operations monitoring summaries
Operations teams often need a daily view of system health. Claude can check monitored figures, highlight unusual spikes or drops and summarise them in a short report. This helps on-call staff focus on what matters rather than scanning many charts.
Security and log investigation
Security teams can ask Claude to search logs for failed sign-ins, unusual traffic or errors linked to a specific time window. Claude can gather the matching records and group them so an analyst can review the pattern. Final judgements and any response actions remain with the security team.
Weekly performance reporting
Department heads can request a weekly summary of key metrics, such as support ticket volume, website traffic or service response times. Claude gathers the figures from Kibana and drafts a readable summary with comparisons to the previous period. The report is reviewed and sent by the owner.
An end-to-end workflow: Weekly service health report
TriggerEvery Monday at 8:00, the operations lead starts a report request in the team workspace.
Claude queries Kibana for the past seven days of application errors, response times and uptime figures.
Claude compares the results with the previous week and flags any unusual changes.
Claude reads open incident records in the ticketing system and links them to the flagged periods.
Claude drafts a short summary with charts described in plain language and key actions suggested.
The operations lead reviews the draft, adds comments and approves it before it is sent to leadership.
OutcomeLeadership receives a consistent weekly health report in less time, with clear links between data spikes and known incidents. Typical outcomes vary by organisation and data quality.
How we set it up
Free automation audit
We review how your team uses Kibana and where questions, reports and monitoring take the most time. We identify the workflows worth automating and agree on what success looks like.
Secure connection
We connect Claude to Kibana using API key or basic sign-in, depending on your setup, with least-privilege access. Only the indexes and spaces needed for the agreed workflows are exposed.
Workflow design
We design the end-to-end process across Kibana and your other systems, such as Microsoft 365, your CRM, ERP or ticketing tool. We decide which actions need human approval.
Testing against real cases
We test the workflow using real past questions and reports, checking accuracy and clarity. We adjust prompts, access rules and approval steps based on the results.
Launch, monitoring and training
We launch with audit logs and monitoring in place, then train your team on how to use Claude with Kibana safely and effectively. We review performance with you after the first weeks.
Who benefits
- Operations manager
- Gets daily and weekly health summaries without manual chart checking.
- Data analyst
- Spends less time on routine queries and more on deeper analysis.
- Security analyst
- Finds relevant log patterns faster, with human review of every finding.
- Department head
- Receives clear, up-to-date performance reports without waiting for a data request.
Security and control
- Least-privilege access so Claude sees only the indexes and spaces it needs.
- Human approval for any action that changes data or triggers a response.
- Audit logs that record what was accessed, by whom and when.
- Regular review of queries and outputs to check accuracy and catch errors early.
For teams in the US, UK, India and the Middle East
Organisations in the United States, the United Kingdom, India and the Middle East have different data protection rules, including the Digital Personal Data Protection Act, 2023 in India and data protection laws in the UAE and Saudi Arabia. We design each connection to meet the rules that apply to your data. Claude can be hosted in India, the United States, the United Kingdom or the European Union, and we choose the hosting region to meet your requirements.
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 Kibana MCP server do?
The Kibana MCP server acts as a secure bridge between Claude and your Kibana environment. It allows Claude to read data, run queries, help generate dashboards and check analytics through natural language. It only exposes the functions and data that have been approved for the connection.
Is connecting Claude to Kibana secure?
Security depends on how the connection is designed. We use API key or basic sign-in, apply least-privilege access, keep audit logs and require human approval for consequential actions. We also review network and hosting choices with your IT team before launch.
What can Claude do with Kibana once connected?
Typically, Claude can search and summarise data, write and run queries, describe trends, help draft dashboards and prepare reports. The exact capabilities depend on the permissions you grant and the workflows we design together during the audit.
How long does setup take?
A simple connection for a single workflow can often be set up within a few weeks, including testing. More complex setups that span several systems take longer. The free automation audit gives you a realistic timeline for your environment.
Which plan or permissions are needed?
Generally, you need a Kibana account with access to the spaces and indexes you want Claude to use, and an API key or basic sign-in credentials that your administrator can issue. The right level of access depends on your organisation's setup, and we confirm it during the audit.