IcePanel VS Emisar.dev
Compare IcePanel VS Emisar.dev and see what are their differences
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IcePanel
draw.io
Structurizr
Terrastruct
Diagrams
C4 model
Miro
LucidChart
Emisar.dev
Help everyone understand complex systems using lightweight and interactive visuals. IcePanel helps technical and non-technical people model their software architecture in a simple and structured way using the C4 model. Create diagrams at different levels of detail, from high-level to low-level, that connect to your code. Tell dynamic stories about your architecture using Flows and Tags to help onboard new team members, or evaluate key user journeys.
Emisar is the last MCP server youโll need to install: a Zero-Trust gateway connecting Claude, Cursor, ChatGPT, and any AI agent to your infrastructure. One server handles production access, debugging, alerts, and internal operations, with new capabilities added as packs. Agents can inspect real production state, debug what they shipped, and help resolve incidents. Safe reads run automatically; policy allows, blocks, or routes risky actions for approval. No SSH keys, VPNs, remote shells, or standing shell access โ and every call is recorded.
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Emisar.dev's answer:
emisar is for SRE, DevOps, platform engineering, infrastructure, and security teams that want AI agents to inspect and operate production systems. It is especially relevant to teams managing multiple Linux hosts, clusters, databases, cloud services, or regulated environments where unrestricted shell access and incomplete audit records are unacceptable.
Emisar.dev's answer:
The hosted control plane and operator interface use Elixir, Phoenix, LiveView, PostgreSQL, and Tailwind CSS. The host runner and MCP bridge are written in Go. Action packs use YAML and JSON Schema, while production infrastructure is managed with Terraform on Google Cloud. The system communicates through MCP, OAuth 2.1, TLS, and WebSockets.
Emisar.dev's answer:
Emisar.dev's answer:
Founder Andrii Dryga spent a decade working as a CTO, full-stack engineer, SRE, and DevOps engineer. He experienced the cost of running the wrong command on the wrong cluster, while also seeing AI solve operational problems in seconds. emisar grew from the need to preserve both truths: AI agents are useful, and production access must remain bounded. Its answer is to give agents a reviewed catalog of operations instead of a blank terminal.
Emisar.dev's answer:
emisar lets AI agents work on real infrastructure without giving them a shell. Agents choose from a finite catalog of typed, versioned actions. Policy decides what runs, what requires approval, and what is denied, while an outbound-only runner verifies the action again on the host. New capabilities arrive as packs behind the same MCP integration, and every request is recorded in both a searchable audit trail and a tamper-evident host journal. [
Emisar.dev's answer:
Choose emisar when you want an agent to keep investigating and handling routine operations without handing it SSH credentials or supervising every call. Compared with raw shell access, copy-paste workflows, or one-off MCP servers, emisar provides reviewed action contracts, host-level enforcement, risk-based policy, scoped access, approvals, pack integrity checks, and a durable audit trail. It is built specifically for governed infrastructure access rather than generic automation.
Based on our record, IcePanel seems to be more popular. It has been mentiond 36 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
For the architectural documentation like this one, the C4 Model [0] is a much better fit than UML - primarily because it's less rigid in notation and modeling components. And in terms of tooling, I find IcePanel [1] to have the right combination of flexibility and simplicity. [0] https://c4model.com/ [1] https://icepanel.io/. - Source: Hacker News / over 1 year ago
https://icepanel.io/ The best I've ever used. - Source: Hacker News / about 2 years ago
I use UML quite a bit but it's never really what I'm after, somnething more modern and fluid and gui driven that more people can use. Icepanel [1] looks really cool but I haven't tested it and I'm not sure it really fits my use case. It seems like it's mostly for api driven rpc/grpc/rest services when I kind of want to use it to visualize backend/infra/terraform sort of things. Might be interesting to you. [1] -... - Source: Hacker News / over 2 years ago
1. We started using https://icepanel.io/ for microservices, Software, anything thats documentable for later read. 2. More diagrams, less key strokes 3. We have dedicated page owners on confluence, its mix of engineers, leaders, PM's, QA etc. - Source: Hacker News / over 2 years ago
The best tool for writing C4 documentation I have seen so far is https://icepanel.io/. - Source: Hacker News / almost 3 years ago
draw.io - Online diagramming application
Structurizr - Structurizr is a workspace editor that creates software architecture diagrams and documentation based on the C4 model.
Terrastruct - A diagramming tool for software architecture
Diagrams - Diagrams lets you draw the cloud system architecture in Python code. It was born for prototyping a new system architecture without any design tools. You can also describe or visualize the existing system architecture as well.
C4 model - The C4 model for visualising software architecture. Context, Containers, Components, and Code.
Miro - Join Millions of users that collaborate from all over the planet using Miro. Experience the power of the #1 visual workspace for innovation. More than 100M users and 250,000 companies are collaborating on the canvas.