Software Alternatives, Accelerators & Startups

Progressive Tooling VS Emisar.dev

Compare Progressive Tooling VS Emisar.dev and see what are their differences

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Progressive Tooling logo Progressive Tooling

Curated list of tools to improve web page performance

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.
  • Progressive Tooling Landing page
    Landing page //
    2019-01-18
  • 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

Progressive Tooling features and specs

  • Efficiency
    Progressive tooling allows for multiple operations to be performed in a single press stroke, significantly increasing production speed and reducing cycle times.
  • Cost-effectiveness
    By combining multiple processes in a single tool, progressive tooling reduces labor and equipment costs associated with handling and transferring materials between different stations.
  • Consistency
    The use of progressive tooling provides a high level of precision and uniformity across all manufactured parts, ensuring consistent quality in production runs.
  • Space-saving
    Since progressive tooling incorporates several operations into one tool, it reduces the need for multiple machines and workstations, saving floor space in manufacturing facilities.

Possible disadvantages of Progressive Tooling

  • High Initial Investment
    The cost of designing and manufacturing progressive tooling is typically higher compared to single-operation tools, which can be a barrier for small manufacturers or those with limited budgets.
  • Complex Maintenance
    Due to the intricate design and integration of multiple operations, maintenance and repairs of progressive tooling can be more complex and time-consuming compared to simpler tools.
  • Limited Flexibility
    Once a progressive tool is designed and built, making changes to the tool or the processes it performs can be difficult and costly, limiting flexibility in responding to changes in production requirements.

Emisar.dev features and specs

No features have been listed yet.

Category Popularity

0-100% (relative to Progressive Tooling and Emisar.dev)
Web App
100 100%
0% 0
AI Tools
0 0%
100% 100
SEO Tools
100 100%
0% 0
Infrastructure Monitoring

Questions & Answers

As answered by people managing Progressive Tooling 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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