confluence
Rank #112,654glama/piter5285/hybrid-agentic-RAG-langchain
Enables querying Confluence or Kubernetes documentation through hybrid search and an agentic RAG pipeline, returning structured answers with citations.
confluence is a Model Context Protocol (MCP) server published by piter5285. It ranks #112,654 of 132,345 servers tracked on MCP Toplist. confluence 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 19,691 of 132,345 servers on MCP Toplist.
Use confluence
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%2Fhybrid-agentic-RAG-langchain)<a href="https://mcptoplist.com/server/glama%2Fpiter5285%2Fhybrid-agentic-RAG-langchain"><img src="https://mcptoplist.com/badge/glama%2Fpiter5285%2Fhybrid-agentic-RAG-langchain.svg" alt="MCP Toplist: #112,654 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?
- confluence is maintained by piter5285, which publishes 3 MCP servers (0 total versions) tracked on MCP Toplist.
- Is confluence listed on the Official MCP Registry?
- confluence is not on the Official MCP Registry. It is listed on Glama.
- How many versions does confluence have?
- confluence ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for confluence?
- The source code for confluence is hosted at github.com/piter5285/hybrid-agentic-RAG-langchain.
Do you run this server?
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