Machina
Rank #52,802glama/LeHungThanh/machina-shopping-agent
Enables AI shopping agents to send plain-language requests and receive deterministically ranked, cross-merchant product offers with grounded reasons and inline product images. Enforces a merchant-controlled disclosure layer so individual product facts can be hidden from the agent while still used for matching.
Machina is a Model Context Protocol (MCP) server published by LeHungThanh. It ranks #52,802 of 137,138 servers tracked on MCP Toplist. Machina is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 13, 2026.
Ranks ahead of 84,336 of 137,138 servers on MCP Toplist.
Use Machina
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FLeHungThanh%2Fmachina-shopping-agent)<a href="https://mcptoplist.com/server/glama%2FLeHungThanh%2Fmachina-shopping-agent"><img src="https://mcptoplist.com/badge/glama%2FLeHungThanh%2Fmachina-shopping-agent.svg" alt="MCP Toplist: Top 50% of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
LeHungThanh
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains Machina?
- Machina is maintained by LeHungThanh, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Machina listed on the Official MCP Registry?
- Machina is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Machina have?
- Machina ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Machina?
- The source code for Machina is hosted at github.com/LeHungThanh/machina-shopping-agent.
Do you run this server?
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