MCP Tooling Lab
Rank #98,142glama/kaypon/mcp-tooling-lab
A Node.js-based MCP server that enables AI agents to generate embeddings, index documents, and perform semantic vector searches using OpenAI and Chroma. It facilitates the creation of retrieval-augmented generation (RAG) pipelines for internal knowledge assistants and document-based workflows.
MCP Tooling Lab is a Model Context Protocol (MCP) server published by kaypon. It ranks #98,142 of 137,492 servers tracked on MCP Toplist. MCP Tooling Lab is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 15, 2026.
Ranks ahead of 39,350 of 137,492 servers on MCP Toplist.
Use MCP Tooling Lab
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%2Fkaypon%2Fmcp-tooling-lab)<a href="https://mcptoplist.com/server/glama%2Fkaypon%2Fmcp-tooling-lab"><img src="https://mcptoplist.com/badge/glama%2Fkaypon%2Fmcp-tooling-lab.svg" alt="MCP Toplist: #98,142 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
kaypon
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 MCP Tooling Lab?
- MCP Tooling Lab is maintained by kaypon, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MCP Tooling Lab listed on the Official MCP Registry?
- MCP Tooling Lab is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP Tooling Lab have?
- MCP Tooling Lab ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP Tooling Lab?
- The source code for MCP Tooling Lab is hosted at github.com/kaypon/mcp-tooling-lab.
Do you run this server?
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