Software Alternatives, Accelerators & Startups

Datamade VS Emisar.dev

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

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Datamade logo Datamade

Get custom datasets on-demand

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.
  • Datamade Landing page
    Landing page //
    2019-12-08
  • 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

Datamade features and specs

  • Expertise in Civic Technology
    Datamade specializes in civic technology, offering tailored solutions that help governments and organizations improve transparency and public access to data.
  • Custom Software Development
    They provide bespoke software development services which are tailored to meet the specific needs of their clients, ensuring that solutions are aligned with organizational goals.
  • Open Source Advocacy
    Datamade advocates for open-source technologies, which can lead to more collaborative development, lower costs, and enhanced transparency.
  • Strong Portfolio
    The company has an extensive portfolio of successful projects for a wide range of clients, demonstrating their capability to deliver results.
  • Focus on Data Accessibility
    Datamade is committed to improving data accessibility, making it easier for the public to access important governmental and organizational data.

Possible disadvantages of Datamade

  • Niche Market
    Their focus on civic technology might limit their appeal to potential clients seeking more general technology solutions.
  • Potential Cost
    Custom software development, especially from a niche provider, can be expensive and may not be suitable for organizations with limited budgets.
  • Scalability
    While Datamade provides tailored solutions, some clients may find challenges when scaling these solutions to a larger audience or geographic area.
  • Dependency on Open Source
    Heavy reliance on open-source solutions might not suit all clients, especially those requiring proprietary or closed systems for security or other concerns.

Emisar.dev features and specs

No features have been listed yet.

Category Popularity

0-100% (relative to Datamade and Emisar.dev)
Lead Generation
100 100%
0% 0
AI Tools
0 0%
100% 100
Sales And Marketing
100 100%
0% 0
Infrastructure Monitoring

Questions & Answers

As answered by people managing Datamade 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.

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