Knowledge MCP Service
Rank #77,265glama/vietnama10/ai-research
Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.
Knowledge MCP Service is a Model Context Protocol (MCP) server published by vietnama10. It ranks #77,265 of 115,591 servers tracked on MCP Toplist. Knowledge MCP Service is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 23, 2025.
Ranks ahead of 38,326 of 115,591 servers on MCP Toplist.
Use Knowledge MCP Service
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%2Fvietnama10%2Fai-research)<a href="https://mcptoplist.com/server/glama%2Fvietnama10%2Fai-research"><img src="https://mcptoplist.com/badge/glama%2Fvietnama10%2Fai-research.svg" alt="MCP Toplist: #77,265 of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
vietnama10
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 Knowledge MCP Service?
- Knowledge MCP Service is maintained by vietnama10, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Knowledge MCP Service listed on the Official MCP Registry?
- Knowledge MCP Service is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Knowledge MCP Service have?
- Knowledge MCP Service ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Knowledge MCP Service?
- The source code for Knowledge MCP Service is hosted at github.com/vietnama10/ai-research.