Overview
Summary
The useful answer before the supporting detail.
Docker MCP Enterprise Gateway is a centralized control point for Model Context Protocol (MCP) servers, letting organizations approve, scope, and audit agent access to tools S7. It is used by enterprises and development teams that run AI coding agents such as AI modelCode, Cursor, and VS Code, solving the problem of ungoverned MCP server sprawl and inconsistent security policies S7. Its practical value is a single enforcement point that applies identity, policy, and credentials to every tool call, with full audit logging S7 S16.
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: Docker MCP Enterprise Gateway, a governance product from Docker for MCP servers S7.
- Core purpose: Solves the problem of ungoverned agent access to MCP tools by centralizing policy, identity, and credentials S7.
- Intended users: Enterprises and development teams using AI coding agents like AI modelCode, Cursor, and VS Code S7.
- Product scope: A gateway that connects agents to approved MCP servers, distinct from Docker's broader platform S16.
- Positioning: Docker positions it as a secure, single gateway for all MCP tools, with no second identity system S7.
- Claimed distinction: One enforcement point for any MCP server, with credentials read from existing secret stores S7.
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
| Audience | Practical use case |
|---|---|
| Enterprise security teams | Govern which MCP servers and tools agents can call, with policy and audit S7 S16. |
| Development teams using AI coding agents | Connect clients like AI modelCode and Cursor once, with centrally managed server access S7. |
| Organizations with compliance requirements | Deploy in private Kubernetes with no outbound connection to meet compliance S7. |
| Large organizations with many developers | Replace separate MCP configurations with one approved catalog for thousands of developers S7. |
Traffic and search
Search summary
The useful answer before the supporting detail.
Docker is a platform designed to help developers build, share, and run container applications. We handle the tedious setup, so you can focus on the code. docker.com: TabAPI estimates 7,525,287 total monthly visits. DataForSEO estimates 1,100,223 monthly organic visits across 36,786 ranking keywords. Scout crawled 15 pages and measured a technical health score of 94/100.
- TabAPI total traffic: 7,525,287 modeled monthly visits across all channels.
- DataForSEO organic traffic: 1,100,223 estimated monthly visits from search.
- Strongest sampled ranking: add user to docker group at position 1.
- Leading page in the collected evidence: https://docs.docker.com/engine/install/linux-postinstall/.
- Closest measured organic competitor: forums.docker.com, appearing 4 times in the sampled first-page SERPs.
- Technical crawl: 15 pages, health score 94/100.
- Provider comparison cost: 1.84 cents DataForSEO + 1.5 cents TabAPI = 3.34 cents total.
Website intelligence — Collected evidence
Company identity and positioning
| Page type | Evidence | Source |
|---|---|---|
| other | Docker is a platform designed to help developers build, share, and run container applications. We handle the tedious setup, so you can focus on the code. | https://www.docker.com/ |
| other | Full autonomy for any agent. Full confidence for your security team. | https://www.docker.com/ |
| other | MicroVM isolation for every agent session. Network and filesystem locked down at the runtime. | https://www.docker.com/ |
| other | One console for sandbox and MCP policy. Identity-bound audit logs. Zero per-machine setup. | https://www.docker.com/ |
| other | The case for agent governance | https://www.docker.com/ |
| other | Total control for security. | https://www.docker.com/ |
| other | A unified foundation for isolation, verified components, and governance that runs anywhere your agents do. Most teams are flying blind, with unsafe execution and no audit trail. Docker brings it all together on the stack you already run. | https://www.docker.com/ |
| other | Agents start where developers work, on the laptop. Docker has always been that environment. Now it's purpose-built for what runs on it. | https://www.docker.com/ |
| other | Built on open standards from day one. OCI-compliant, platform-independent. That’s not changing for agents. | https://www.docker.com/ |
| other | Autonomy only saves money when agents can be trusted to act alone. Built-in isolation, signed components, and runtime policy mean agents do the work, and you don't pay for the cleanup. | https://www.docker.com/ |
| other | From the company that secured the developer laptop for the enterprise. | https://www.docker.com/ |
| other | How modern applications get built. Containers and the full dev loop in one place. Go from blank file to running app in minutes, shipped anywhere. | https://www.docker.com/ |
Domain performance
Modeled total traffic, six-month trend, engagement, countries, and domain identity.
Total website traffic
Monthly visits7,525,287
Global rank#7,643
Top-country rankUS #8,555
Bounce rate43.4%
Pages per visit3.55
Visit duration3m 21s
| Month | Modeled visits |
|---|---|
| 2026-02 | 8,561,966 |
| 2026-03 | 9,449,301 |
| 2026-04 | 8,520,358 |
| 2026-05 | 8,181,447 |
| 2026-06 | 7,712,011 |
| 2026-07 | 7,525,287 |
Six-month trafficModeled monthly visits
Top visitor countries
| Country | Name | Traffic share |
|---|---|---|
| US | United States | 16.3% |
| IN | India | 13.8% |
| CN | China | 7.4% |
| DE | Germany | 6.1% |
| RU | Russia | 3.9% |
16.3%United States
United States16.3%India13.8%China7.4%Germany6.1%Russia3.9%Other52.4%
Domain identity
| Signal | Value |
|---|---|
| Registered | Jan 25, 1995 |
| Last changed | Jan 13, 2026 |
| Expires | Jan 26, 2027 |
| WHOIS server | whois.verisign-grs.com |
| DNSSEC | Not signed |
| Nameservers | NS-1289.AWSDNS-33.ORG, NS-1981.AWSDNS-55.CO.UK, NS-207.AWSDNS-25.COM, NS-568.AWSDNS-07.NET |
Website capture
Organic keywords
Top keywords and an independent Google result page.
Top organic keywords
| Keyword | Volume | CPC | Estimated value |
|---|---|---|---|
| docker | 716,670 | $1.09 | $583,420 |
| docker desktop | 357,750 | $2.67 | $384,790 |
| docker hub | 221,090 | $2.41 | $248,760 |
| dockerhub | 89,710 | $2.62 | $103,310 |
| docker download | 65,000 | $2.21 | $74,420 |
Independent Google result page
Query: add user to docker group
| Position | Title | URL | Description |
|---|---|---|---|
| 1 | Linux post-installation steps for Docker Engine | https://docs.docker.com/engine/install/linux-postinstall/ | Create the docker group. $ sudo groupadd docker · Add your user to the docker group. $ sudo usermod -aG docker $USER · Log out and log back in so that your group ... |
| 2 | Can't add user to docker group [closed] | https://stackoverflow.com/questions/56305613/cant-add-user-to-docker-group | Closed. This question is not about programming or software development. It is not currently accepting answers. This question does not appear ... |
| 3 | Add Users to Docker Group: A Guide for Data Professionals | https://www.datacamp.com/tutorial/add-users-to-docker-group | The -a flag means "append" and -G specifies the group you want to add the user to. The $USER variable automatically uses your current username. |
| 4 | Add a user to the docker group | https://www.reddit.com/r/docker/comments/10zuhit/add_a_user_to_the_docker_group/ | Looking for some help for this task in a bash (ubuntu) script. Im going to add the user to a docker group, but also with some logic in the ... |
| 5 | How can I use Docker without sudo? | https://askubuntu.com/questions/477551/how-can-i-use-docker-without-sudo | On Docker's documentation pages, all example commands are shown without sudo, like this one: docker ps On Ubuntu, the binary is called docker.io. It also ... |
| 6 | How to add domain group to local docker group - General | https://forums.docker.com/t/how-to-add-domain-group-to-local-docker-group/141575 | You can add a user to a group but can't add a group to another group. You can on the other hand change Docker's setting and use your AD group ... |
| 7 | Docker group and permissions | https://forums.docker.com/t/docker-group-and-permissions/137518 | So I created a new user with the minimum permissions and I added it to the docker group. The problem now is that this new user cannot run docker ... |
| 8 | Add the Current User to a Docker Group | https://www.linuxtoday.com/blog/add-the-current-user-to-a-docker-group/ | Discover a step-by-step guide to easily add the current or desired user to the Docker group and reflect the change immediately. |
| 9 | Create the docker group | https://gist.github.com/readloud/8a48db7e3dcaf2d1a697f36186e4e9c3 | Add your user to the docker group. ~~~. sudo usermod -aG docker $USER. ~~~. Log out and log back in so that your group membership is re-evaluated. If ... |
Important pages
Pages earning the most estimated search traffic in the sample.
Website intelligence — Collected evidence
Prioritized website intelligence pages
| Type | Page | Words | Change | URL |
|---|---|---|---|---|
| other | Docker: Accelerated Container Application Development | 668 | new | https://www.docker.com/ |
| pricing | Pricing \ | playwright | 2,078 | new |
| pricing | Contact Sales \ | playwright | 598 | new |
| pricing | Docker Plans FAQs \ | playwright | 4,207 | new |
| pricing | Docker Premium Support and TAM Service \ | playwright | 1,167 | new |
| features | Integrated Container Security for Businesses \ | playwright | 916 | new |
| integrations | Hardened Images for Everyone \ | playwright | 3,718 | new |
| integrations | Docker Extensions SDK \ | playwright | 1,327 | new |
| integrations | Developer Preview \ | playwright | 923 | new |
| customers | Customer Stories \ | static | 1,044 | new |
| customers | Customer Success \ | static | 903 | new |
| technical | Trust \ | static | 213 | new |
| technical | Docker Terms of Use \ | static | 4,550 | new |
Features
| Page type | Evidence | Source |
|---|---|---|
| features | [Skip to content](#wp--skip-link--target) | https://www.docker.com/solutions/security/ |
| features | Insights on the state of AI agents from 800+ builders and leaders. Download your copy | https://www.docker.com/solutions/security/ |
| features | Sign In Contact Sales | https://www.docker.com/solutions/security/ |
| features | Docker for Security | https://www.docker.com/solutions/security/ |
| features | Docker tools for security dev practices | https://www.docker.com/solutions/security/ |
| features | Safeguard your software with integrated container security | https://www.docker.com/solutions/security/ |
| features | Explore pricing | https://www.docker.com/solutions/security/ |
| features | Enterprise container security | https://www.docker.com/solutions/security/ |
| features | End-to-end software supply chain security for businesses | https://www.docker.com/solutions/security/ |
| features | Protect your software at every development stage with scalable container security controls. From image access management to single sign-on, Docker provides a suite of DevOps security tools to protect your code and support your developers. | https://www.docker.com/solutions/security/ |
| features | Download the white paper | https://www.docker.com/solutions/security/ |
| features | Capabilities | https://www.docker.com/solutions/security/ |
| features | Docker provides security guardrails from the start of development, with enterprise management features and comprehensive integrations. | https://www.docker.com/solutions/security/ |
| features | Develop with open source content on your terms | https://www.docker.com/solutions/security/ |
| features | Advanced image and registry management rules ensure that your developers only use open source software that satisfies your company’s security policies. | https://www.docker.com/solutions/security/ |
| features | Code confidently with tailored security settings | https://www.docker.com/solutions/security/ |
| features | Custom security controls take the pressure off your developers, giving them the confidence and time they need to focus on the code. | https://www.docker.com/solutions/security/ |
| features | Extinguish vulnerabilities before they become a problem | https://www.docker.com/solutions/security/ |
| features | Rapid remediation capabilities paired with detailed CVE reporting help developers quickly find and fix vulnerabilities, resulting in speedy time to resolution. | https://www.docker.com/solutions/security/ |
| features | Grow safely with enterprise-grade features | https://www.docker.com/solutions/security/ |
Pricing and plans
| Page type | Evidence | Source |
|---|---|---|
| pricing | Find Your Perfect Docker Plan | https://www.docker.com/pricing/ |
| pricing | Docker Build Cloud and Testcontainers Cloud free trial | https://www.docker.com/pricing/ |
| pricing | per user/month | https://www.docker.com/pricing/ |
| pricing | Buy now | https://www.docker.com/pricing/ |
| pricing | Buy now | https://www.docker.com/pricing/ |
| pricing | Buy now | https://www.docker.com/pricing/ |
| pricing | Buy now | https://www.docker.com/pricing/ |
| pricing | Buy now | https://www.docker.com/pricing/ |
| pricing | Contact sales | https://www.docker.com/pricing/ |
| pricing | \*\*Included usage per month per subscription with options to buy more | https://www.docker.com/pricing/ |
| pricing | Secure, minimal container images for every team, free with enterprise features, if needed. | https://www.docker.com/pricing/ |
| pricing | Free for every developer | https://www.docker.com/pricing/ |
| pricing | Starting at $5k/repo | https://www.docker.com/pricing/ |
| pricing | Contact us for pricing | https://www.docker.com/pricing/ |
| pricing | In addition to our comprehensive pricing plans, we also offer these premium services and products. | https://www.docker.com/pricing/ |
| pricing | ](/pricing/premium-support-tam/) | https://www.docker.com/pricing/ |
| pricing | Need help selecting your plan? | https://www.docker.com/pricing/ |
| pricing | Take the guesswork out of selecting your Docker subscription with our quick pricing wizard! Get matched to the perfect plan for your team’s needs. | https://www.docker.com/pricing/ |
| pricing | Price per user per month (monthly plan) | https://www.docker.com/pricing/ |
| pricing | Price per user per month (annual plan) | https://www.docker.com/pricing/ |
Integrations and supported platforms
| Page type | Evidence | Source |
|---|---|---|
| integrations | [](https://www.docker.com/typhoon-65/)[Skip to content](#wp--skip-link--target) | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Insights on the state of AI agents from 800+ builders and leaders. Download your copy | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Sign In Contact Sales | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | A Safer Container Ecosystem with Docker: Free Docker Hardened Images | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Posted Dec 17, 2025 | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Christian Dupuis and Michael Donovan | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Containers are the universal path to production for most developers, and Docker has always been the steward of the ecosystem. Docker Hub has over 20 billion monthly pulls, with nearly 90% of organizations now relying on containers in their software delivery workflows. That gives us a responsibility: to help secure the software supply chain for the world. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Why? Supply-chain attacks are exploding. In 2025, they caused more than $60 billion in damage, tripling from 2021. No one is safe. Every language, every ecosystem, every build and distribution step is a target. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | For this reason, we launched Docker Hardened Images (DHI), a secure, minimal, production-ready set of images, in May 2025, and since then have hardened over 1,000 images and helm charts in our catalog. Today, we are establishing a new industry standard by making DHI freely available and open source to everyone who builds software. All 26 Million+ developers in the container ecosystem. DHI is fully open and free to use, share, and build on with no licensing surprises, backed by an Apache 2.0 license. DHI now gives the world a secure, minimal, production-ready foundation from the very first pull. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | If it sounds too good to be true, here’s the bottom line up front: every developer and every application can (and should!) use DHI without restrictions. When you need continuous security patching, applied in under 7 days, images for regulated industries (e.g., FIPS, FedRAMP), you want to build customized images on our secure build infrastructure, or you need security patches beyond end-of-life, DHI has commercial offerings. Simple. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Since the introduction of DHI, enterprises like Adobe and Qualcomm have bet on Docker for securing their entire enterprise to achieve the most stringent levels of compliance, while startups like Attentive and Octopus Deploy have accelerated their ability to get compliance and sell to larger businesses. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Now everyone and every application can build securely from the first `docker build`. Unlike other opaque or proprietary hardened images, DHI is compatible with Alpine and Debian, trusted and familiar open source foundations teams already know and can adopt with minimal change. And while some vendors suppress CVEs in their feed to maintain a green scanner, Docker is always transparent, even when we’re still working on patches, because we fundamentally believe you should always know what your security posture is. The result: dramatically reduced CVEs (guaranteed near zero in DHI Enterprise), images up to 95 percent smaller, and secure defaults without ever compromising transparency or trust. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | There’s more. We’ve already built Hardened Helm Charts to leverage DHI images in Kubernetes environments; those are open source too. And today, we’re expanding that foundation with Hardened MCP Servers. We’re bringing DHI’s security principles to the MCP interface layer, the backbone of every agentic app. And starting now, you can run hardened versions of the MCP servers developers rely on most: Mongo, Grafana, GitHub, and more. And this is just the beginning. In the coming months, we will extend this hardened foundation across the entire software stack with hardened libraries, hardened system packages, and other secure components everyone depends on. The goal is simple: be able to secure your application from `main()` down. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | The philosophy of Docker Hardened Images | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Base images define your application’s security from the very first layer, so it’s critical to know exactly what goes into them. Here’s how we approach it. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | First: total transparency in every part of our minimal, opinionated, secure images. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | DHI uses a distroless runtime to shrink the attack surface while keeping the tools developers rely on. But security is more than minimalism; it requires full transparency. Too many vendors blur the truth with proprietary CVE scoring, downgraded vulnerabilities, or vague promises about reaching SLSA Build Level 3. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | DHI takes a different path. Every image includes a complete and verifiable SBOM. Every build provides SLSA Build Level 3 provenance. Every vulnerability is assessed using transparent public CVE data; we won’t hide vulnerabilities when we haven’t fixed them. Every image comes with proof of authenticity. The result: a secure foundation you can trust, built with clarity, verified with evidence, and delivered without compromise. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Second: Migrating to secure images takes real work, and no one should pretend otherwise. But as you’d expect from Docker, we’ve focused on making the DX incredibly easy to use. As we mentioned before, DHI is built on the open source foundations the world already trusts, Debian and Alpine, so teams can adopt it with minimal friction. We’re reducing that friction even more: Docker’s AI assistant can scan your existing containers and recommend or even apply equivalent hardened images; the feature is experimental as this is day one, but we’ll quickly GA it as we learn from real world migrations. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Lastly: we think about the most aggressive SLAs and longest support times and make certain that every piece of DHI can support that when you need it. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
Product and company updates
No supporting public-page evidence was collected for this category.
Rank tracking
Persistent keyword baselines and position movement.
This analysis created the first position baseline at 2026-09-03T02:46:03.121Z. Movement appears after the next fresh analysis using the same location and language.
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| Centralized policy enforcement | Applies identity, policy, and credentials to every MCP tool call, with allow/deny rules S7. |
| Credential injection | Reads credentials at call time from the organization's approved secret store, not from client config files S7. |
| Audit logging | Logs every allow and deny with who, what, and which rule, ready for SIEM integration S16. |
| Server catalog management | Provides a vetted, signed, and containerized catalog of MCP servers, with versioning S16 S7. |
| Group-based tool scoping | Exposes only the tools a group needs, not the whole catalog a server ships S7. |
| Client support | Supports MCP-speaking clients including AI modelCode, Cursor, VS Code, Codex, ChatGPT Enterprise, and in-house agents S7. |
| Flexible server connectivity | Connects to remote HTTP/SSE services, containerized servers, and internal servers S7. |
| Private deployment | Can be deployed in private Kubernetes with no outbound connection, loading catalogs and policy from inside the network S7. |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| AI modelCode, Cursor, VS Code, Codex, ChatGPT Enterprise | Integration | MCP-speaking clients that can connect to the gateway S7. |
| Identity provider | Integration | Authenticates users through the organization's existing identity provider S7. |
| Secret store | Integration | Reads credentials from the approved secret store at call time S7. |
| SIEM | Integration | Receives structured events per tool call for security monitoring S7 S16. |
| Docker Sandboxes | Integration | Applies the same policy model to tools called from Docker Sandboxes and third-party clients S7. |
| Private Kubernetes | Deployment | Allows deployment with no outbound connection, loading catalogs and policy from inside the network S7. |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
| Plan or offer | Verified price and billing | Included | Limits |
|---|---|---|---|
| Enterprise Gateway | Contact sales S163 | Not established | Not established |
Competition
Competitive landscape
Domains competing for the same organic search demand.
DataForSEO — Sampled competitors
| Competitor | First-page appearances | Sampled queries | Average position | Queries observed |
|---|---|---|---|---|
| forums.docker.com | 4 | 2 | 5.8 | add user to docker group, adding user to docker group |
| docs.docker.com | 2 | 2 | 1 | add user to docker group, adding user to docker group |
| stackoverflow.com | 2 | 2 | 2 | add user to docker group, adding user to docker group |
| datacamp.com | 2 | 2 | 3.5 | add user to docker group, adding user to docker group |
| reddit.com | 2 | 2 | 5 | add user to docker group, adding user to docker group |
| askubuntu.com | 2 | 2 | 6 | add user to docker group, adding user to docker group |
| linuxtoday.com | 2 | 2 | 8.5 | add user to docker group, adding user to docker group |
| geeksforgeeks.org | 1 | 1 | 6 | adding user to docker group |
| gist.github.com | 1 | 1 | 9 | add user to docker group |
Website intelligence — Collected evidence
Customers, testimonials, and first-party review claims
| Page type | Evidence | Source |
|---|---|---|
| customers | [Skip to content](#wp--skip-link--target) | https://www.docker.com/customer-stories/ |
| customers | Sign In | https://www.docker.com/customer-stories/ |
| customers | Customer Stories | https://www.docker.com/customer-stories/ |
| customers | Real-life stories. Powered by Docker. | https://www.docker.com/customer-stories/ |
| customers | Celebrating developers and organizations reaching their potential | https://www.docker.com/customer-stories/ |
| customers | How Ataccama Accelerated Its AI Journey with Docker by Delighting Developers | https://www.docker.com/customer-stories/ |
| customers | Outdated infrastructure needed updated for business cloud agility, scalability, and security with modern AI requirements. | https://www.docker.com/customer-stories/ |
| customers | Update monolithic infrastructure to containerized approach with Docker Business. | https://www.docker.com/customer-stories/ |
| customers | Docker Desktop | https://www.docker.com/customer-stories/ |
| customers | Read more See more stories | https://www.docker.com/customer-stories/ |
| customers | Global customers | https://www.docker.com/customer-stories/ |
| customers | Faster deployment | https://www.docker.com/customer-stories/ |
| customers | Reduction in servers | https://www.docker.com/customer-stories/ |
| customers | How Docker Transforms Software Delivery at The Warehouse Group | https://www.docker.com/customer-stories/ |
| customers | Long setup times, inconsistent environments, and slow deployment cycles. | https://www.docker.com/customer-stories/ |
| customers | Streamline dev environments by transitioning from VMs to Docker containers. | https://www.docker.com/customer-stories/ |
| customers | Docker Extensions | https://www.docker.com/customer-stories/ |
| customers | Read more See more stories | https://www.docker.com/customer-stories/ |
| customers | Developer hours saved | https://www.docker.com/customer-stories/ |
| customers | Deployment time (down from weeks) | https://www.docker.com/customer-stories/ |
Independent review sources discovered
No links to supported independent review platforms were discovered on the collected pages.
Backlink profile
Authority and referring-domain signals.
TabAPI — Backlink comparison profile
- Domain rating: 92/100
- Backlinks: 50,457,900
- Referring domains: 149,713
- Dofollow backlinks: 78.0%
- Dofollow referring domains: 74.0%
| Source DR | Source title | Anchor | Source URL | Target URL |
|---|---|---|---|---|
| 81 | Kali Linux \ | Penetration Testing and Ethical Hacking Linux Distribution | Docker | https://www.kali.org/ |
| 74 | Honeygain \ | An Earning App That Works in the Background | Linux | https://www.honeygain.com/ |
| 93 | Font Awesome | — | https://fontawesome.com/ | https://www.docker.com/ |
| 97 | GitHub - nvm-sh/nvm: Node Version Manager - POSIX-compliant bash script to manage multiple active node.js versions · GitHub | https://docs.docker.com/ | https://github.com/nvm-sh/nvm | https://docs.docker.com/ |
| 80 | Roundcube - Free and Open Source Webmail Software | Docker Downloads | https://roundcube.net/ | https://hub.docker.com/r/roundcube/roundcubemail/ |
| 83 | Fast Open-Source OLAP DBMS \ | ClickHouse | Docker | https://clickhouse.com/ |
| 83 | qBittorrent Official Website | link | https://www.qbittorrent.org/download | https://hub.docker.com/r/qbittorrentofficial/qbittorrent-nox |
| 97 | Docker (software) | "Docker Desktop & WSL 2 - Backport Update" | https://en.wikipedia.org/wiki/Docker_(software) | https://www.docker.com/blog/docker-desktop-wsl-2-backport-update/ |
| 67 | Network Scanner & Monitoring Tool for Home and Office \ | Fing | Get it from Docker Hub | https://www.fing.com/ |
| 74 | The AI Platform for Telemetry \ | Cribl | Docker Hub | https://cribl.io/ |
DataForSEO — Collection decision
The DataForSEO Backlinks API remains intentionally excluded from automatic Scout analysis. This TabAPI profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.
AI visibility
Measured ChatGPT and Google AI mentions with cited sources.
TabAPI — AI-assistant referral traffic
- Estimated current generative-AI referral share: 2.7%
| Month | Traffic share | Source |
|---|---|---|
| — | — | All AI assistants |
| — | — | All AI assistants |
| — | — | All AI assistants |
DataForSEO — LLM mentions decision
Website intelligence — Collected evidence
Site-stated AI capabilities
| Page type | Evidence | Source |
|---|---|---|
| features | Insights on the state of AI agents from 800+ builders and leaders. Download your copy | https://www.docker.com/solutions/security/ |
| pricing | From solo developers to enterprises and containers to AI. Find the plan that fits you. | https://www.docker.com/pricing/ |
| integrations | Insights on the state of AI agents from 800+ builders and leaders. Download your copy | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Second: Migrating to secure images takes real work, and no one should pretend otherwise. But as you’d expect from Docker, we’ve focused on making the DX incredibly easy to use. As we mentioned before, DHI is built on the open source foundations the world already trusts, Debian and Alpine, so teams can adopt it with minimal friction. We’re reducing that friction even more: Docker’s AI assistant can scan your existing containers and recommend or even apply equivalent hardened images; the feature is experimental as this is day one, but we’ll quickly GA it as we learn from real world migrations. | https://www.docker.com/blog/docker-hardened-images-for-every-developer/ |
| integrations | Insights on the state of AI agents from 800+ builders and leaders. Download your copy | https://www.docker.com/developers/sdk/ |
| integrations | Insights on the state of AI agents from 800+ builders and leaders. Download your copy | https://www.docker.com/community/get-involved/developer-preview/ |
| customers | How Ataccama Accelerated Its AI Journey with Docker by Delighting Developers | https://www.docker.com/customer-stories/ |
| customers | Outdated infrastructure needed updated for business cloud agility, scalability, and security with modern AI requirements. | https://www.docker.com/customer-stories/ |
| customers | How Docker Accelerates ZEISS Microscopy’s AI Journey | https://www.docker.com/customer-stories/ |
| customers | Need for consistent and efficient AI model deployment across multiple platforms. | https://www.docker.com/customer-stories/ |
| customers | Adoption of Docker Business for seamless AI model and code deployment. | https://www.docker.com/customer-stories/ |
| customers | With Docker, we can now evolve and deploy our AI models across our platforms, ensuring consistent and reliable results every time. | https://www.docker.com/customer-success/ |
These are first-party product claims, not independent measurements of AI-search visibility.
Marketing opportunities
Actions calculated directly from the collected evidence.
| Opportunity | Recommended action | Evidence |
|---|---|---|
| Competitor gap | Review the sampled queries where forums.docker.com appears. | 4 first-page appearances across add user to docker group, adding user to docker group |
Website intelligence — Collected evidence
Website evidence gaps
- reviews: no usable public page was collected; verify whether the site publishes this evidence.
- changes: no usable public page was collected; verify whether the site publishes this evidence.
- identity: no usable public page was collected; verify whether the site publishes this evidence.
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
| Platform | Page | How it was found | Note |
|---|---|---|---|
| Gartner Peer Insights | Docker Reviews & Ratings 2026 / Gartner Peer Insights | Grounded web search | Docker is a software platform that enables developers to automate the deployment, scaling, ... ## Docker Reviews and Ratings #### 4.6 ##### ( 180 Ratings) ### Rating Distribution 5 Star 58 % 4 Star 41 % 3 Star 0 % 2 Star 1 % 1 Star 0 % |
| PeerSpot | Docker reviews 2026 | Grounded web search | # Docker Reviews Vendor: Docker 4.3 out of 5 - 59 reviews - 98% willing to recommend ... Docker provides a robust containerization platform, enabling identical environments across machines. With features like portability, fast deployment, and minimal |
| Capterra | Docker Price, Features, Reviews & Ratings - Capterra India | Grounded web search | ### Overall rating Based on 538 reviews 4.6 ### Reviews sentiment Positive 97% Neutral 2% Negative 1% ... 4.6 (538) Reviews $7.00 month Free version Free trial 4.1 (538) ... , Docker is well supported, and for the most part reliable. |
| rfp.wiki | Docker · Rating Snapshot: Score & Reviews (2026) | Grounded web search | / Source/Feature / Score & Rating / Details & Insights / / --- / --- / --- / / G2 / 4.6 / 287 reviews / / / 4.6 / 538 reviews / / Software Advice / 4.6 / 535 reviews / / Gartner Peer Insights / 4.6 / 177 reviews / / RFP.wiki Score / 3.9 / Review Sites Score Average: 4.6 Features Scores Average: 4.3 / |
| G2 | Compare Docker and OCI Social Share Options | Grounded web search | Product Docker(241)4.6 out of 5Docker By Docker OCI(27)4.3 out of 5OCI By OCI At a Glance Docker Star Rating (241) 4.6 out of 5 ... ve tried. Creating containers is very simple, automation and deployment of applications within containers works |
| G2 | Compare Docker and IBM Cloud Container Registry Social Share Options | Grounded web search | Docker(241)4.6 out of 5Docker By Docker IBM Cloud Container Registry(16)4.4 out of 5IBM Cloud Container Registry By IBM ... Docker Star Rating (241) 4.6 out of 5 ... since mid-2015 and it's the most comprehensive open source platform I've tried. |
Customer proof
| Proof type | Named customer or source | Evidence |
|---|---|---|
| Case study | The Warehouse Group | customer case study — In 2016, The Group started working with Docker. (Case Study: The Warehouse Group and Docker / Docker) |
| Case study | haku | customer case study — ## Highlights - Days-to-hours reduction in setup time for new environments. (Case Study: haku and Docker / Docker) |
Independent mentions
- Ask HN: Is using Docker worth it or just adds a lot of complexity? — Every new thing adds complexity to your stack. So yes, docker adds complexity. The question you should be asking is "Do I have a problem that docker can solve and do the benefits outweigh the overhead of docker in my specific situation?". The answer can be both yes or No depending on your situation/context. ... For the typical enterprisey legacy project with over a dozen runtime deps and micro and macro (lol) services all over... yeah, it helps a ton to avoid tons of version hell deployment work
- Customer Stories / Docker — business cloud agility, scalability, and security with modern ... ##### Solution Update monolithic infrastructure to containerized approach with Docker Business. ## 200+ Global customers ## 75% Faster deployment ## 40% Reduction in servers
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | Container-based testing automation. In December 2023, we acquired AtomicJar, makers of Testcontainers, adding container-based testing automation to our portfolio. Testcontainers Cloud offers enterprise features and a | source |
| Contact and support | Contact us for pricing | source |
| Legal and privacy | Not published on the collected pages. | — |
| Security and compliance | SSO, managed settings, and access controls, administered from one place. The controls your org expects, invisible to developers. | source |
| Uptime and status page | With Docker Hardened System Packages, we’re driving security deeper into the stack. Every package is built on the same secure supply chain foundation: source-built and patched by Docker, cryptographically attested, and b | source |
| Domain registered | 1995-01-25 | — |
| Domain expires | 2027-01-26 | — |
Not found on the collected pages: legal and privacy. This only means Scout did not find it on the pages it read; it says nothing about the company itself.
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| How to Build, Run, and Package AI Models Locally with Docker Model Runner / Docker | Guide | Guides, comparisons, pricing breakdowns, use cases, and how-to articles. (source) | Not dated |
| Contact and support | Support | Public contact and support channel. (source) | Not dated |
| Product FAQ | FAQ | Answers common product, workflow, pricing, privacy, ownership, API, and team questions. (source) | Not dated |
| Contact and support | Support | Public contact and support channel. (source) | Not dated |
| Pricing / Docker | Product update | Product update is publicly available. (source) | Not dated |
Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model (cloud, self-hosted, desktop, browser extension) | Can be deployed in Docker-managed cloud or in private Kubernetes with no outbound connection S7. | S7 |
| Platforms and apps | Not published on the collected pages. | — |
| API and extensibility (API, SDK, webhooks, MCP, plugins) | Supports MCP-speaking clients and integrates with identity providers and secret stores S7. | S7 |
| Data ownership and export | Not published on the collected pages. | — |
| Performance and reliability claims | Not published on the collected pages. | — |
| Release activity | Not published on the collected pages. | — |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| Domain registered | 1995-01-25 — Gandi SAS |
| Domain expires | 2027-01-26 |
| First archived | 2007-12-18 — web archive |
| TLS certificate | Let's Encrypt, valid, expires 2026-12-27 |
| Security headers | HSTS, X-Content-Type-Options, X-Frame-Options, Referrer-Policy |
| Headers not served | CSP |
| Server header | nginx |
| Mail handled by | aspmx.l.google.com, alt1.aspmx.l.google.com |
| Nameservers | ns-568.awsdns-07.net, ns-1289.awsdns-33.org |
Technical site audit
A bounded multi-page crawl with page-level issues and URLs.
Scout — Bounded technical crawl
- Pages crawled: 15 of 15 maximum
- Technical health: 94/100
- Critical issues: 0
- Warnings: 16
- Notices: 3
Issues
| Severity | Issue | Value | Affected URL |
|---|---|---|---|
| warning | Missing meta description | — | https://www.docker.com/typhoon-65/ |
| warning | Page should have one primary H1 | 0 | https://www.docker.com/typhoon-65/ |
| warning | Missing canonical URL | — | https://www.docker.com/typhoon-65/ |
| notice | Page is marked noindex | — | https://www.docker.com/typhoon-65/ |
| warning | Missing meta description | — | https://www.docker.com/products/ |
| warning | Page should have one primary H1 | 2 | https://www.docker.com/products/ |
| notice | Meta description length should be reviewed | 17 | https://www.docker.com/products/gordon/ |
| warning | Title length should be reviewed | 69 | https://www.docker.com/products/model-runner/ |
| warning | Page should have one primary H1 | 2 | https://www.docker.com/products/model-runner/ |
| warning | Page should have one primary H1 | 2 | https://www.docker.com/products/mcp-catalog-and-toolkit/ |
| warning | Page should have one primary H1 | 2 | https://www.docker.com/products/docker-scout/ |
| warning | Title length should be reviewed | 68 | https://www.docker.com/products/docker-desktop/ |
| warning | Page should have one primary H1 | 2 | https://www.docker.com/products/docker-desktop/ |
| notice | Meta description length should be reviewed | 184 | https://www.docker.com/products/docker-offload/ |
| warning | Page should have one primary H1 | 4 | https://www.docker.com/support/ |
| warning | Duplicate title in audit sample | 2 | https://www.docker.com/ |
| warning | Duplicate title in audit sample | 2 | https://www.docker.com/ |
| warning | Duplicate meta description in audit sample | 2 | https://www.docker.com/ |
| warning | Duplicate meta description in audit sample | 2 | https://www.docker.com/ |
Crawled pages
| Status | Title | H1s | Words | Response | URL |
|---|---|---|---|---|---|
| 200 | Docker: Accelerated Container Application Development | 1 | 1006 | 293 ms | https://www.docker.com/ |
| 200 | typhoon-65 \ | Docker | 0 | 394 | 75 ms |
| 200 | Docker: Accelerated Container Application Development | 1 | 1006 | 286 ms | https://www.docker.com/ |
| 200 | Products \ | Docker | 2 | 933 | 308 ms |
| 200 | Docker Sandboxes \ | Sandboxes for Coding Agents \ | Docker | 1 | 1196 |
| 200 | AI Agent Governance for Enterprise Teams \ | Docker | 1 | 932 | 22 ms |
| 200 | Gordon \ | Docker | 1 | 1290 | 109 ms |
| 200 | Docker Model Runner: Run AI Models Locally with Full Control \ | Docker | 2 | 712 | 28 ms |
| 200 | Announcing: Docker MCP \ | Docker | 2 | 1245 | 101 ms |
| 200 | Hardened Images \ | Docker | 1 | 2577 | 29 ms |
| 200 | Software Supply Chain Management for Developers \ | Docker Scout | 2 | 1320 | 70 ms |
| 200 | Docker Desktop: The #1 Containerization Tool for Developers \ | Docker | 2 | 1179 | 18 ms |
| 200 | The World's Largest Public Container Registry \ | Docker | 1 | 1244 | 100 ms |
| 200 | Docker Offload: Supercharging Cloud-Native Development \ | Docker | 1 | 1273 | 93 ms |
| 200 | Support \ | Docker | 4 | 1710 | 60 ms |
This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.
TabAPI — Website capture
Homepage screenshot
- Screenshot stored permanently: Yes
Website intelligence — Collected evidence
Website collection providers
| Setting | Result | Requests | Credits |
|---|---|---|---|
| Enabled | complete | 15 | — |
| Enabled | complete | 8 | — |
| Disabled | disabled | 0 | 0 |
Search Console and Analytics
First-party search and behavioral data connection state.
TabAPI — Modeled acquisition channels
| Channel | Estimated share |
|---|---|
| direct | 37.3% |
| search | 43.8% |
| search organic | 43.8% |
| search paid | 0.1% |
| social | 2.8% |
| social organic | 2.8% |
| social paid | 0.0% |
| referrals | 12.5% |
| paid referrals | 0.1% |
| 0.7% | |
| gen ai | 2.7% |
| affiliate | 0.0% |
| other | 0.0% |
First-party connections
| Integration | Status | Data available after connection |
|---|---|---|
| Google Search Console | Not connected | Clicks, impressions, CTR, average position, queries, pages, countries, and devices |
| Google Analytics | Not connected | Organic sessions, engagement, landing pages, conversions, geography, and devices |
No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. TabAPI values above are modeled estimates, not private analytics totals.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
The collected pages do not mention any competitors by name. Evidence gaps include: no detailed pricing, no independent reviews, no security certifications, and no performance or uptime claims. Open questions remain about the exact deployment requirements and the full list of supported identity providers.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 15 collected pages from docker.com, including the MCP Enterprise Gateway product page, Docker products overview, pricing pages, and company pages. Static and browser rendering rendering were used; external proof search was enabled but only verified the existence of linked results. Pricing was supplemented by an owner-reviewed research table. Limitations: no third-party reviews or detailed technical documentation were collected.
- Official Websitehttps://www.docker.com/products/mcp-enterprise-gateway/Verified
- Official Websitehttps://www.docker.com/company/Verified
- Official Websitehttps://www.docker.com/products/Verified
- Official Websitehttps://www.docker.com/products/cli/Verified
- Official Websitehttps://www.docker.com/products/ide/Verified
- Official Websitehttps://www.docker.com/get-started/Verified
- Pricing Pagehttps://www.docker.com/pricing/Verified
- Pricing Pagehttps://www.docker.com/blog/announcing-docker-hardened-system-packages/Verified
- Pricing Pagehttps://www.docker.com/blog/how-to-build-run-and-package-ai-models-locally-with-docker-model-runner/Verified
- Pricing Pagehttps://www.docker.com/blog/november-2024-updated-plans-announcement/Verified
- Pricing Pagehttps://www.docker.com/pricing/contact-sales/Verified
- Pricing Pagehttps://www.docker.com/pricing/faq/Verified
- Pricing Pagehttps://www.docker.com/pricing/premium-support-tam/Verified
- Official Websitehttps://www.docker.com/blog/accelerating-new-features-in-docker-desktop/Verified
- Official Websitehttps://www.docker.com/blog/docker-scout-software-supply-chain-solution-for-open-source-projects/Verified
- Review Sitehttps://www.gartner.com/reviews/product/dockerVerified
- Articlehttps://www.docker.com/customer-stories/the-warehouse-group/Verified
- Review Sitehttps://www.peerspot.com/products/docker-37146-reviewsVerified
- Review Sitehttps://www.capterra.in/software/148132/dockerVerified
- Articlehttps://news.ycombinator.com/item?id=41080835Verified
- Articlehttps://www.docker.com/customer-stories/haku/Verified
- Review Sitehttps://www.rfp.wiki/cloud-computing/container-management/dockerVerified
- Articlehttps://www.docker.com/customer-stories/Verified
- Review Sitehttps://www.g2.com/compare/docker-inc-docker-vs-ociVerified
- Review Sitehttps://www.g2.com/compare/docker-inc-docker-vs-ibm-cloud-container-registryVerified