Software Alternatives, Accelerators & Startups

Glean.co VS Emisar.dev

Compare Glean.co VS Emisar.dev and see what are their differences

Glean.co logo Glean.co

Personalized learning for educational video lessons

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.
  • Glean.co Landing page
    Landing page //
    2023-05-06
  • 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

Glean.co features and specs

  • Comprehensive Search
    Glean.co offers an advanced search functionality that enables users to easily locate documents, files, and data across various platforms and services, improving accessibility and efficiency.
  • Integration Capabilities
    The platform integrates with numerous third-party tools and services, which enhances collaboration and streamlines workflows by aggregating information from diverse sources.
  • User-friendly Interface
    Glean.co provides a clean and intuitive user interface, making it accessible for users with varying levels of technical expertise to navigate and utilize the platform effectively.
  • Machine Learning and AI
    Employs machine learning and artificial intelligence to deliver insights and recommendations, aiming to enhance user productivity and decision-making processes.

Possible disadvantages of Glean.co

  • Data Privacy Concerns
    Some users may have concerns regarding data privacy and the handling of sensitive information, especially when integrating with multiple third-party platforms.
  • Cost
    Depending on the scale of its deployment and the features needed, the cost of using Glean.co might be a consideration for some businesses, especially smaller ones with limited budgets.
  • Learning Curve
    Although the interface is user-friendly, certain advanced features of the platform might still present a learning curve for some users, requiring initial training or adaptation.
  • Dependency on Ecosystem
    Since Glean.co relies heavily on integrations, its utility is maximized only within ecosystems using multiple compatible platforms; thus, users may need to invest in or switch to supported ecosystems.

Emisar.dev features and specs

No features have been listed yet.

Glean.co videos

TMBG | Glean album review PLUS vinyl unboxing

More videos:

  • Review - Glean Store Review (Local, Sustainable, Creative)
  • Review - Glean web app: Solving the notetaker's dilemma for students with disabilities

Emisar.dev videos

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

Add video

Category Popularity

0-100% (relative to Glean.co and Emisar.dev)
AI
100 100%
0% 0
AI Tools
0 0%
100% 100
Productivity
100 100%
0% 0
Infrastructure Monitoring

Questions & Answers

As answered by people managing Glean.co 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

Share your experience with using Glean.co and Emisar.dev. For example, how are they different and which one is better?
Log in or Post with

What are some alternatives?

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

ChatGPT - ChatGPT is a powerful, open-source language model.

Notion - All-in-one workspace. One tool for your whole team. Write, plan, and get organized.

GetGuru - Get started for free with Guru, the powerful company wiki that cuts through chat noise to serve you the info you actually need to do your job.

Guru - Guru makes it easy for employers and freelancers to connect, collaborate and get work done flexibly and securely. Browse 1. 5 million freelancers for hire and thousands of projects.

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.

Coveo - Enterprise search technology for better customer support, customer self-service, and knowledge management in the digital workplace.