Software Alternatives, Accelerators & Startups

Flubaroo VS Emisar.dev

Compare Flubaroo VS Emisar.dev and see what are their differences

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Flubaroo logo Flubaroo

Auto-graded tests + analytics in Google Sheets by a Googler

Emisar.dev logo Emisar.dev

One governed MCP server connects any AI agent to a finite action catalog, enforced on-host with pack trust, policy gates, human approvals, and a hash-chained audit trail.
  • Flubaroo Landing page
    Landing page //
    2021-10-02
  • Emisar.dev Approvals
    Approvals //
    2026-07-21
  • Emisar.dev Audit Log
    Audit Log //
    2026-07-21
  • Emisar.dev Policies
    Policies //
    2026-07-21
  • Emisar.dev Runner fleet
    Runner fleet //
    2026-07-21

Emisar is the last MCP server youโ€™ll 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.

Emisar.dev

Website
emisar.dev
$ Details
freemium $20.0 / Monthly (per runner)
Startup details
Country
United States
State
CA
Founder(s)
Andrew Dryga
Employees
1 - 9

Analysis of Flubaroo

Overall verdict

  • Flubaroo is a solid, free tool for educators who want to quickly grade and analyze assignments through Google Sheets and Google Forms. It streamlines the grading process and provides useful analytics, making it a good option for teachers already using Google's ecosystem.

Why this product is good

  • It's free to use, making it accessible for teachers on tight budgets
  • Integrates seamlessly with Google Forms and Google Sheets
  • Automatically grades multiple-choice and fill-in-the-blank assignments quickly
  • Provides useful analytics on class performance and question difficulty
  • Can email students their grades and answer keys automatically
  • Saves significant time compared to manual grading

Recommended for

  • Teachers and educators who already use Google Workspace
  • Classrooms relying on Google Forms for quizzes and assessments
  • Instructors who need quick grading of objective-style questions
  • Schools or tutors looking for a no-cost grading solution
  • Educators wanting simple performance analytics without complex software

Flubaroo videos

Flubaroo your Pear Deck

More videos:

  • Review - Using Flubaroo to Grade Quizzes
  • Tutorial - Flubaroo Tutorial

Emisar.dev videos

No Emisar.dev videos yet. You could help us improve this page by suggesting one.

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Category Popularity

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Travel
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Infrastructure Monitoring
Visa Finder
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Infrastructure Management

Questions & Answers

As answered by people managing Flubaroo and Emisar.dev.

How would you describe the primary audience of your product?

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.

Which are the primary technologies used for building your product?

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.

Who are some of the biggest customers of your product?

Emisar.dev's answer:

  • Blitz.gg - game analytics for billions of matches and a pretty large infrastructure.

What's the story behind your product?

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.

What makes your product unique?

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. [

Why should a person choose your product over its competitors?

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.

User comments

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What are some alternatives?

When comparing Flubaroo and Emisar.dev, you can also consider the following products

SmartGrade - Instantly grade multiple choice tests with your smartphone

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MyLibretto - Your university life in your pocket