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Steadybit Launches the First MCP Server for Chaos Engineering, Bringing Experiment Insights to LLM Workflows

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Steadybit Launches the First MCP Server for Chaos Engineering, Bringing Experiment Insights to LLM Workflows
News

News

Steadybit Launches the First MCP Server for Chaos Engineering, Bringing Experiment Insights to LLM Workflows

2025-06-30 19:03 Last Updated At:19:30

SOLINGEN, Germany--(BUSINESS WIRE)--Jun 30, 2025--

Steadybit GmbH, the leader in chaos engineering and reliability testing, announced today the launch of the new Steadybit MCP (Model Context Protocol) Server – the first AI-extensible solution for chaos engineering.

This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20250630606346/en/

This MCP Server is a standardized way to connect Steadybit data to LLMs and AI workflows, enabling SRE teams to rapidly run analysis and generate insights about their system reliability and resilience. Recent high-profile outages across major cloud and security platforms highlight the tremendous cost of unexpected system failures.

As SRE teams work to improve their system reliability in an increasingly complex world, chaos engineering is the go-to strategy for making proactive improvements. AWS describes chaos engineering as a strategic necessity that is “essential for improving resilient systems”, and Gartner recommends chaos engineering for organizations as a critical resilience practice.

Bringing Chaos Engineering Into the AI Era

By running chaos experiments with Steadybit, teams are able to test and define the limits of their system resilience before incidents occur so they can mitigate risks and validate redundancies. With this new MCP, teams can easily pull data from their chaos experiments into their LLM workflows.

“Every team and tech stack works a little differently. We believe it’s important for a chaos engineering tool to be as easy to deploy and customize as possible, while maintaining the best-in-class features that make adoption across an enterprise seamless,” said Benjamin Wilms, CEO and Co-founder of Steadybit.

“With our new MCP, we are providing a new way for teams to work with their experiments to learn about their systems and improve their overall system resilience.”

By using all the data from past incidents, post-mortems, and completed experiments, the Steadybit MCP Server can help SRE teams uncover reliability learnings and take informed actions to improve their systems.

Prompt Examples Featuring the Steadybit MCP

With simple prompts, organizations using Steadybit for chaos engineering can now use LLM workflows in Claude, Gemini, or ChatGPT to get answers to questions like:

When the Steadybit MCP is combined with other MCPs from observability and incident response tools, teams can then enter even more meaningful prompts, like:

Introducing New Reliability Workflows for Teams

“As our teams test out different AI use cases, we can now directly connect data from Steadybit into any LLM workflows,” commented Krishna Palati, Director of Software Engineering at Salesforce. “This MCP will enable us to just type a prompt to pull custom reports, analyze reliability testing gaps, and get insights on what experiments to run next.”

Steadybit is on a mission to make it easier for teams to adopt and roll out chaos engineering at scale. With this latest release, Steadybit is making chaos engineering more accessible and empowering teams to innovate and learn with every experiment.

About Steadybit

Steadybit is the chaos engineering platform that makes it easy for organizations to proactively reveal reliability issues and train their operational resilience. With Steadybit, reliability and platform teams can quickly build, customize, and deploy experiments across their full tech stack using an intuitive no-code editor, flexible open source framework, and extensive automation capabilities.

With strong observability integrations, Steadybit enables teams to seamlessly optimize alerts, discover reliability gaps, and establish continuous verification of their systems. With this proactive approach to reliability, enterprises can confidently achieve service availability objectives, mitigate incidents, and deliver best-in-class services at scale.

To learn more, visitsteadybit.comto request a demo or start a free trial today.

Steadybit Launches the First MCP Server for Chaos Engineering, Bringing Experiment Insights to LLM Workflows

Steadybit Launches the First MCP Server for Chaos Engineering, Bringing Experiment Insights to LLM Workflows

BERLIN (AP) — Martin Terrier scored a contender for goal of the season as Bayer Leverkusen defeated local rival Cologne 2-0 in their 73rd Bundesliga derby on Saturday.

Arthur’s cross from the right was behind Terrier, but the French forward dropped down and looped the ball in over Cologne goalkeeper Marvin Schwäbe with the back of his heel to break the deadlock in the 66th minute.

Robert Andrich headed in from Aleix Garcia’s corner six minutes later to seal the win.

Leverkusen was without key players Patrik Schick and Álex Grimaldo but still boasted enough talent to create the greater chances against the visitors, who had injury-enforced absences of their own.

The win kept Leverkusen in fourth place, the last for Champions League qualification.

Ritsu Doan scored for Eintracht Frankfurt to end its four-game winless run across all competitions with a 1-0 win over Augsburg.

The Japan forward took the ball past two Augsburg defenders and unleashed his shot before he was closed down by two more. The deflection from a retreating defender took the ball beyond Finn Dahmen in the Augsburg goal in the 68th minute, setting off relief-tinged celebrations around the stadium.

Noahkai Banks briefly spoiled the mood when he equalized late, but the goal was ruled out for offside after a VAR check. It was the second goal that was ruled out for offside for the visitors in the game.

Frankfurt lost narrowly at Barcelona in the Champions League on Tuesday, after it was routed 6-0 at home by Leipzig in its previous game.

“The lads tried with all they had left in the tank,” Frankfurt coach Dino Toppmöller said of his team's busy schedule. “They were lacking that bit of freshness. It's been a grueling six months.”

St. Pauli overcame a harsh sending off to end its 10-game winless run with a 2-1 victory over relegation rival Heidenheim.

Pauli had Eric Smith sent off before the break when referee Sören Storks penalized him for a foul on Marvin Pieringer as the last defender, though TV replays showed the Heidenheim forward made the most of light contact and threw himself to the ground. There was no VAR intervention.

Martijn Kaars had already put Pauli ahead, and he stunned the visitors by scoring the second against the run of play early the second half.

Pieringer pulled one back later, but Pauli held on for its third league win of the season.

Wolfsburg’s revival under interim coach Daniel Bauer continued with a 3-1 win at Borussia Mönchengladbach. It stretched the team’s unbeaten run to three games.

Hoffenheim defeated promoted Hamburger SV 4-1 for its fourth straight home win.

AP soccer: https://apnews.com/hub/soccer

Leverkusen's Martim Terrier celebrates after he scored the opening goal during the German Bundesliga soccer match between Bayer 04 Leverkusen and 1.FC Cologne in Leverkusen, Germany, Saturday, Dec. 13, 2025. (AP Photo/Martin Meissner)

Leverkusen's Martim Terrier celebrates after he scored the opening goal during the German Bundesliga soccer match between Bayer 04 Leverkusen and 1.FC Cologne in Leverkusen, Germany, Saturday, Dec. 13, 2025. (AP Photo/Martin Meissner)

Leverkusen's Martim Terrier celebrates after he scored the opening goal during the German Bundesliga soccer match between Bayer 04 Leverkusen and 1.FC Cologne in Leverkusen, Germany, Saturday, Dec. 13, 2025. (AP Photo/Martin Meissner)

Leverkusen's Martim Terrier celebrates after he scored the opening goal during the German Bundesliga soccer match between Bayer 04 Leverkusen and 1.FC Cologne in Leverkusen, Germany, Saturday, Dec. 13, 2025. (AP Photo/Martin Meissner)

St. Pauli's Martijn Kaars celebrates after scoring the opening goal during the German Bundesliga soccer match between FC St. Pauli and 1. FC Heidenheim in Hamburg, Germany, Saturday, Dec. 13, 2025. (Marcus Brandt/dpa via AP)

St. Pauli's Martijn Kaars celebrates after scoring the opening goal during the German Bundesliga soccer match between FC St. Pauli and 1. FC Heidenheim in Hamburg, Germany, Saturday, Dec. 13, 2025. (Marcus Brandt/dpa via AP)

Frankfurt's head coach Dino Toppmoeller, left, gives instructions during the German Bundesliga soccer match between Eintracht Frankfurt and FC Augsburg in Frankfurt, Germany, Saturday, Dec. 13, 2025. (Marc Schueler/dpa via AP)

Frankfurt's head coach Dino Toppmoeller, left, gives instructions during the German Bundesliga soccer match between Eintracht Frankfurt and FC Augsburg in Frankfurt, Germany, Saturday, Dec. 13, 2025. (Marc Schueler/dpa via AP)

Frankfurt's Rasmus Kristensen celebrates at the end of the German Bundesliga soccer match between Eintracht Frankfurt and FC Augsburg in Frankfurt, Germany, Saturday, Dec. 13, 2025. (Marc Schueler/dpa via AP)

Frankfurt's Rasmus Kristensen celebrates at the end of the German Bundesliga soccer match between Eintracht Frankfurt and FC Augsburg in Frankfurt, Germany, Saturday, Dec. 13, 2025. (Marc Schueler/dpa via AP)

Frankfurt's Ritsu Doan, left, and Augsburg's Han-Noah Massengo, right, challenge for the ball during the German Bundesliga soccer match between Eintracht Frankfurt and FC Augsburg in Frankfurt, Germany, Saturday, Dec. 13, 2025. (Marc Schueler/dpa via AP)

Frankfurt's Ritsu Doan, left, and Augsburg's Han-Noah Massengo, right, challenge for the ball during the German Bundesliga soccer match between Eintracht Frankfurt and FC Augsburg in Frankfurt, Germany, Saturday, Dec. 13, 2025. (Marc Schueler/dpa via AP)

Frankfurt's Ritsu Doan celebrates after scoring the opening goal during the German Bundesliga soccer match between Eintracht Frankfurt and FC Augsburg in Frankfurt, Germany, Saturday, Dec. 13, 2025. (Marc Schueler/dpa via AP)

Frankfurt's Ritsu Doan celebrates after scoring the opening goal during the German Bundesliga soccer match between Eintracht Frankfurt and FC Augsburg in Frankfurt, Germany, Saturday, Dec. 13, 2025. (Marc Schueler/dpa via AP)

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