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Market/Categories/Developer & AI Platform/Supermachine

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Supermachinesupermachine.ai

Supermachine offers managed, hosted MCP servers, providing instant access to thousands of AI agent tools and integrations like Gmail, PostgreSQL, and GitHub. Simplify AI agent development and deployment.

Developer & AI Platformsupermachine.aiTracked since 2026-08-211 discovery source
159Backlinks
79Referring domains
12Domain authority
+2.7%Referring domains · 90 days

Authority & distribution

How strong is Supermachine’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

159Current snapshot

Referring domains

79Current snapshot

Authority

12Domain authority · category median 22

90-day move

+2.7%Referring domains, last 90 days
At 12, Supermachine sits below the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

AI referral visibility

Which AI assistants are already sending Supermachine traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What Supermachine is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Supermachine”

Supermachine offers managed, hosted MCP servers, providing instant access to thousands of AI agent tools and integrations like Gmail, PostgreSQL, and GitHub. Simplify AI agent development and deployment.

Developer & AI PlatformSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://supermachine.ai

Observed across 1 discovery source.

Research questions

What the evidence answers about Supermachine.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does Supermachine do and what problem does it solve?

Supermachine provides managed, hosted MCP servers, offering instant access to thousands of AI agent tools and integrations like Gmail, PostgreSQL, and GitHub. It simplifies AI agent development and deployment by handling the server setup, allowing developers to focus on building their agents.

What features or integrations does Supermachine offer?

Supermachine offers one-click hosted MCP server setup with no config files required. It provides access to over 7,234 public MCP servers with tools for services like PostgreSQL and GitHub. It supports multiple transports (HTTP Streamable, SSE, stdio) for compatibility with clients like Claude Desktop and Cursor, and includes features for secure, per-user authentication.

How is Supermachine priced or packaged?

Supermachine offers a 7-day free trial, as indicated on the homepage. The full pricing and packaging details are available on a separate page not included in the evidence.

What is Supermachine used for and in what situations?

Supermachine is used to create and manage remote hosted MCP servers for AI agents. It is used in situations where developers need to quickly integrate AI agents with services and databases, or when providing users a way to authenticate AI agents for their own services.

Who is Supermachine for?

Supermachine is primarily for developers and teams building AI agents or agentic experiences. The product description and homepage text emphasize simplifying development and deployment for this audience.

What is Supermachine?

Supermachine is a platform offering managed, hosted MCP servers for AI agents, providing instant access to thousands of tools and integrations to simplify AI agent development.

Behind the lock

Unlock full Supermachine intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured