visualizer-mcp
Rank #20,261glama/The-Walker443/decentespresso-mcp
MCP server that archives Decent DE1 espresso shots from Visualizer.coffee into SQLite and provides analysis tools for shots, beans, and profiles via MCP.
visualizer-mcp is a Model Context Protocol (MCP) server published by The-Walker443. It ranks #20,261 of 137,492 servers tracked on MCP Toplist. visualizer-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 1, 2026.
Ranks ahead of 117,231 of 137,492 servers on MCP Toplist.
Use visualizer-mcp
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%2FThe-Walker443%2Fdecentespresso-mcp)<a href="https://mcptoplist.com/server/glama%2FThe-Walker443%2Fdecentespresso-mcp"><img src="https://mcptoplist.com/badge/glama%2FThe-Walker443%2Fdecentespresso-mcp.svg" alt="MCP Toplist: Top 25% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
The-Walker443
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 visualizer-mcp?
- visualizer-mcp is maintained by The-Walker443, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is visualizer-mcp listed on the Official MCP Registry?
- visualizer-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does visualizer-mcp have?
- visualizer-mcp ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for visualizer-mcp?
- The source code for visualizer-mcp is hosted at github.com/The-Walker443/visualizer-mcp.
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