Vector Toolbox MCP
Rank #58,020glama/SalindaHulangamuwa/VectorToolBoxMCP
Enables a single MCP server for interacting with multiple vector databases through pluggable backends, starting with Pinecone. It supports schema-aware index management, upserts, hybrid search, embeddings, TTL conventions, and namespace operations.
Vector Toolbox MCP is a Model Context Protocol (MCP) server published by SalindaHulangamuwa. It ranks #58,020 of 137,138 servers tracked on MCP Toplist. Vector Toolbox MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 6, 2026.
Ranks ahead of 79,118 of 137,138 servers on MCP Toplist.
Use Vector Toolbox 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%2FSalindaHulangamuwa%2FVectorToolBoxMCP)<a href="https://mcptoplist.com/server/glama%2FSalindaHulangamuwa%2FVectorToolBoxMCP"><img src="https://mcptoplist.com/badge/glama%2FSalindaHulangamuwa%2FVectorToolBoxMCP.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
SalindaHulangamuwa
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 Vector Toolbox MCP?
- Vector Toolbox MCP is maintained by SalindaHulangamuwa, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Vector Toolbox MCP listed on the Official MCP Registry?
- Vector Toolbox MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Vector Toolbox MCP have?
- Vector Toolbox MCP ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Vector Toolbox MCP?
- The source code for Vector Toolbox MCP is hosted at github.com/SalindaHulangamuwa/VectorToolBoxMCP.
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