NEW: AI Skill instruments your applications with OpenTelemetry for application traces, logs, metrics, and Service Dependency Map.

Sematext MCP Server

Use your AI agent to access the observability data you’ve sent to Sematext for automated correlation and root cause analysis.
14-day free trial. No credit card required.

AI-powered troubleshooting

Instead of manually checking and correlating your logs, metrics, traces, let your AI agents do it for you. The MCP Server has tools which instruct your agents on how to troubleshoot issues, reducing the time between discovering and fixing an issue. See example scenarios .
Query logs, metrics, traces, infrastructure, and alerts using natural language
Handle issues before they surface, or speed up your response to active incidents
Receive concise summaries instead of manually piecing clues together
AI MCP Server Analysis

Bug-fixing made easy

Having access to logs and traces which narrow down where problems are occurring can help significantly narrow down the possible source of bugs. Combined with AI’s capability to analyze your codebase, this means fewer AI hallucinations, lower token expenditure, and a lower overall MTTR.
Eliminate context switching between your IDE, AI assistant, and Sematext
Get answers faster while staying inside your development workflow
Spend fewer tokens on dead ends and investigate real problem points with logs and metrics as evidence

Easy setup

As with most MCP Servers, you can set this one up in just a minute or two. All you need is your Sematext account’s API Key, and then one or two terminal commands which will hook it up with your preferred AI. Check out the installation guide .
Connect from Cursor, Claude Desktop, VS Code, Windsurf, and other MCP-compatible clients
Quick and simple installation
Designed to minimize token usage and facilitate effective troubleshooting
customers love us

You're in good company.

Maintaining reliable online infrastructure is an essential part of the TalentPools service. Sematext synthetic monitoring enables us to deliver dependable uptime to clients around the world, through constant monitoring, and accurate reporting. Any issues are immediately identified and our team can quickly resolve them to minimise any user impact. Using Sematext, we’ve been able to detect and resolve issues 50% faster, providing a smoother experience for our users and improving customer satisfaction. Their support team is also excellent, proactively helping with any necessary migrations, while remaining flexible during our growth experience as a startup.

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Iman Fadaei
Founder & Director

At Shiftconnect, maintaining a reliable and efficient online platform is essential for delivering the high-quality services our users expect. Sematext has been a game-changer in helping us achieve this. Their synthetic monitoring allows us to simulate critical user interactions, ensuring our website and services remain available and perform optimally at all times. This proactive approach helps us identify and address potential issues before they impact our users. In addition to monitoring user interactions, Sematext enables us to keep a close eye on our SSL certificates and key network timings, ensuring our platform remains secure and responsive. Sematext has been instrumental in helping us maintain a dependable platform that supports our mission of delivering exceptional care.

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Ken Pillipow
Full Stack Developer, Shift Connect

Working with your team at Sematext has been amazing. From Seán on the customer success front to the entire support team, each interaction highlights their deep commitment to our joint success.

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Kevin Dailey
Director, Managed Services Delivery, Fenom Digital

Sematext brings years of logging and monitoring expertise to the Docker community. They’ve been an active participant via their Docker performance and log monitoring solutions, their Docker logging and monitoring webinars, and numerous blog posts. Overall, collaborating with Sematext has delivered valuable logging and monitoring tools and resources to our community.

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Nick Stinemates
Head of Business Development, Docker

Just looking at the default graphs it was clear I can reduce my serverless resource usage on Vercel by 90%, by reducing the allocated memory. Sematext simply turns your logs into actionable data, out of the box. Costs, performance, it’s all there.

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Andrei Vreja
Maker, iForge

Sematext Cloud has been a game-changer for us, with its transparent pricing, powerful log analysis features, and expert support, making it an invaluable tool that has exceeded our expectations.

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Thomas Kremmel
Managing Director, Project Manager & Software Developer. Codista

Sematext shows one unified view for all our Docker logs, events, and metrics!

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Ben Reichter
DevOps Engineer, Tozny

I must say very personal service and a great product! I like the simplicity of the setup and how quick and responsive is the UI. It is like it was created from sys admins for sys admins.

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Chris George
Manager, VIPConsult

Sematext Logs provides us with a flexible, extensible, and reliable means of monitoring all of our environments in real-time.

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Zach David
Test Automation Lead, Healthgrades

We looked into running our own Elastic Stack, and quickly realized that was a job and specialty within itself. We are a small startup and every dollar counts. Wasting precious and expensive sysadmin time on managing things far out of our project scope really isn’t an option

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Zach Aufort
CEO, BlockGen
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Monitor any stack.

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