Cycloid AI Assistant & MCP Server
Conversational Platform Engineering
What if your DevOps, Platform teams, and devs could talk to their platform? Our AI Assistant powered by our Model Context Protocol (MCP) server performs platform actions, and lets users interact using natural language via an LLM.
What’s now possible with Cycloid? Faster infrastructure interactions, more accessible data, easy self-service, templates, and governance tools access, alongside rapid information retrieval – all without expert assistance. That’s what we call purposeful, sober AI for better platform adoption.
What are the challenges?
Constant flux is your daily life in IT. From infrastructure, to tools, teams and business goals, everything requires attention and effort. This complexity is a developer experience (DevX) killer. Traditional API integrations help with visibility, but they need custom code for each service, causing development roadblocks. MCP servers avoid this with standardized client-service architecture, making interaction between tools and data sources simple. And the AI assistant is the cherry on the cake: by turning that simplicity into natural-language interaction, it drives platform adoption – meeting teams where they already work instead of asking them to learn another tool.
The Model Context Protocol (MCP) has emerged as the ubiquitous standard for connecting AI systems and LLMs to external tools and can enable platform teams to offer users the tools they want or need to enhance productivity while maintaining organizational governance and compliance requirements.
Why Cycloid’s AI Assistant?
People-first, faster processes
People are the loop with Cycloid’s MCP server and AI integration. By expanding users’ ability to communicate with their infrastructure through the Cycloid platform, the server and its frontend chatbot enhance processes with improved accessibility and speed. This means greater efficiency for teams, more profitability for business units, faster builds and reviews.
New capabilities with MCP server
The new MCP server features include:
- Organisations: can now create and validate StackForms files using AI through the MCP using Cycloid documentation, from creation to test to validation
- Non-expert user accessibility: non-expert users can quickly build Stacks with an AI co-pilot and ask questions about elements of the code / StackForms files
- Experience enhancements: users can quickly list Cycloid events, identify service catalogs and blueprints across the platform
Governance, sovereignty, and sobriety by design
In the age of AI, governance and data sovereignty are more important than ever. But, contrary to perception, guardrails and agentic AI are actually a match – because access and guardrails control chaos, helping humans to benefit from the automation of specific tasks.
With humans as the loop, governance and AI sovereignty baked in, our AI assistant & MCP server create an AI offering that is practical, purposeful, and manageable, tailored for Cycloid users.
It’s sober AI for practical purposes.
Develop the Cycloid way
Improve your teams developer experience (DevX)
Cycloid helps keep developers in the flow state they work best in. But how? Using our conversational interface, they are able to query events, trigger golden-path pipelines, use StackForms, and explore assets without context-switching.
Build Stacks with an AI assistant
Tickets and the eternal wait for service are constant blockers – but what if you could open up non-expert user accessibility? The Cycloid MCP server lets non-expert users quickly build Stacks with an AI assistant – and then ask questions about elements of the StackForms files.
Validate, list, and discover instantly
Speed is important, but without accuracy, it’s useless. Our MCP server gives a developer experience enhancement, as users can quickly list Cycloid events, identify service catalogs, and validate blueprints across the platform – all using natural language.
Sobriety and AI with Cycloid’s MCP server
With Cycloid, the MCP server agent retrieves, queries, and acts only where allowed – in effect this is RAG plus the tools the agent is restricted to. We think of this as AI with sobriety, as it helps to reduce wasteful generation – and of course, the user is in full control.
Where will Cycloid take you?
“Our MCP server and AI assistant exemplify a sustainable, sober approach to AI – one that operates in defined boundaries and earns its place through adoption, not hype. Rather than taking over, our AI assistant supports humans in their tasks, driving platform adoption by integrating into existing workflows instead of introducing shadow tooling or security risks. This is AI that enhances human and technological potential responsibly—trusted because it’s transparent, adopted because it’s useful.”
Benjamin Brial
Founder of Cycloid
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