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Emisar.dev
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.
Gemini
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Gemini is highly recommended for businesses, educators, and individual users who want to enhance their productivity with a reliable, intuitive system. Itโs especially beneficial for users who are already using other Google products, as it offers seamless integration and a familiar interface.
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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, Gemini seems to be more popular. It has been mentiond 191 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.
Amazon Q Developer / Cline / Roo Code / Gemini / other: a few each. - Source: dev.to / about 1 month ago
Driver = uc.Chrome(options=options) Driver.get("https://gemini.google.com") Input("Log into the browser window, then press Enter here to finish setup.") Driver.quit(). - Source: dev.to / 26 days ago
What helped a lot was using AI (strictly speaking, an LLM), specifically Googleโs Gemini (because Iโm too cheap to pay for Claude, especially for a personal project that I have no intention of making any money from). While I may write a follow-up blog post describing my experience, Iโll state briefly that AI saved me from having to read a lot of the documentation, read the tutorials, post questions to a mailing... - Source: dev.to / 2 months ago
Go to gemini.google.com, select 3.5 Flash from the model selector, and test prompts manually. - Source: dev.to / 2 months ago
Ah! I finally got you somewhat replicated! It's https://gemini.google.com , when you use the free model. Yeah, that's not even wrong! Don't know what to say. It didn't execute the prompt correctly at all. * https://gemini.google.com/share/6bd33176b27c. - Source: Hacker News / 2 months ago
ChatGPT - ChatGPT is a powerful, open-source language model.
Claude AI - Claude is a next generation AI assistant built for work and trained to be safe, accurate, and secure. An AI assistant from Anthropic.
Perplexity.ai - Ask anything
OpenAI - GPT-3 access without the wait
DeepSeek - DeepSeek is an advanced AI designed to assist with answering questions, solving problems, and providing insights through natural, conversational interactions.
Poe - Fast, helpful AI chat from Quora