MCP Embedding Search
Rank #36,262glama/spences10/mcp-embedding-search
A Model Context Protocol server that searches transcript segments in a Turso database using vector similarity, allowing users to find relevant content by asking questions without generating new embeddings.
MCP Embedding Search is a Model Context Protocol (MCP) server published by spences10. It ranks #36,262 of 115,460 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. MCP Embedding Search is listed across 2 registries — Glama and PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 5, 2025.
Ranks ahead of 79,198 of 115,460 servers on MCP Toplist.
Use MCP Embedding Search
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%2Fspences10%2Fmcp-embedding-search)<a href="https://mcptoplist.com/server/glama%2Fspences10%2Fmcp-embedding-search"><img src="https://mcptoplist.com/badge/glama%2Fspences10%2Fmcp-embedding-search.svg" alt="MCP Toplist: Top 50% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry (1 delisted)
spences10
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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 MCP Embedding Search?
- MCP Embedding Search is maintained by spences10, which publishes 17 MCP servers (12 total versions) tracked on MCP Toplist.
- Is MCP Embedding Search listed on the Official MCP Registry?
- MCP Embedding Search is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does MCP Embedding Search have?
- MCP Embedding Search ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP Embedding Search?
- The source code for MCP Embedding Search is hosted at github.com/spences10/mcp-embedding-search.