Brier
Rank #126,486glama/cinderline/brier
Brier is an MCP server that enables AI shopping agents to search products, compare them against a user's brief, and provide ranked recommendations with reasons, while keeping sponsored offers labeled and requiring approval before checkout.
Brier is a Model Context Protocol (MCP) server published by jdshfhds. It ranks #126,486 of 132,405 servers tracked on MCP Toplist. Brier is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 17, 2026.
Ranks ahead of 5,919 of 132,405 servers on MCP Toplist.
Use Brier
No credentials or required configuration declared — add it to your MCP client and go.
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%2Fcinderline%2Fbrier)<a href="https://mcptoplist.com/server/glama%2Fcinderline%2Fbrier"><img src="https://mcptoplist.com/badge/glama%2Fcinderline%2Fbrier.svg" alt="MCP Toplist: #126,486 of 132,405" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry (1 delisted)
jdshfhds
Other servers by jdshfhds
View all jdshfhds servers →Not versioned
This server is published through registries that do 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 Brier?
- Brier is maintained by jdshfhds, which publishes 2 MCP servers (3 total versions) tracked on MCP Toplist.
- Is Brier listed on the Official MCP Registry?
- Brier is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Brier have?
- Brier ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Brier?
- The source code for Brier is hosted at github.com/jdshfhds/brier.
Do you run this server?
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