mlserve
Rank #124,651glama/prjha-ds/ds-ml-mcp-service
Self-hosted ML inference MCP server providing embeddings and summarization tools using sentence-transformers and Ollama, with low-latency preloaded models and API-key authentication.
mlserve is a Model Context Protocol (MCP) server published by prjha-ds. It ranks #124,651 of 137,492 servers tracked on MCP Toplist. mlserve is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 11, 2026.
Ranks ahead of 12,841 of 137,492 servers on MCP Toplist.
Use mlserve
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%2Fprjha-ds%2Fds-ml-mcp-service)<a href="https://mcptoplist.com/server/glama%2Fprjha-ds%2Fds-ml-mcp-service"><img src="https://mcptoplist.com/badge/glama%2Fprjha-ds%2Fds-ml-mcp-service.svg" alt="MCP Toplist: #124,651 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
prjha-ds
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 mlserve?
- mlserve is maintained by prjha-ds, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is mlserve listed on the Official MCP Registry?
- mlserve is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mlserve have?
- mlserve ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for mlserve?
- The source code for mlserve is hosted at github.com/prjha-ds/ds-ml-mcp-service.
Do you run this server?
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