confluence-vectorless-rag
Rank #112,655glama/piter5285/vectorless-agentic-RAG
Enables querying Confluence documents through agentic reasoning over hierarchical document trees, replacing vector similarity with structural navigation.
confluence-vectorless-rag is a Model Context Protocol (MCP) server published by piter5285. It ranks #112,655 of 132,345 servers tracked on MCP Toplist. confluence-vectorless-rag is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 22, 2026.
Ranks ahead of 19,690 of 132,345 servers on MCP Toplist.
Use confluence-vectorless-rag
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%2Fpiter5285%2Fvectorless-agentic-RAG)<a href="https://mcptoplist.com/server/glama%2Fpiter5285%2Fvectorless-agentic-RAG"><img src="https://mcptoplist.com/badge/glama%2Fpiter5285%2Fvectorless-agentic-RAG.svg" alt="MCP Toplist: #112,655 of 132,345" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
piter5285
Other servers by piter5285
View all piter5285 servers →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 confluence-vectorless-rag?
- confluence-vectorless-rag is maintained by piter5285, which publishes 3 MCP servers (0 total versions) tracked on MCP Toplist.
- Is confluence-vectorless-rag listed on the Official MCP Registry?
- confluence-vectorless-rag is not on the Official MCP Registry. It is listed on Glama.
- How many versions does confluence-vectorless-rag have?
- confluence-vectorless-rag ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for confluence-vectorless-rag?
- The source code for confluence-vectorless-rag is hosted at github.com/piter5285/vectorless-agentic-RAG.
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