SERVER

confluence-vectorless-rag

Rank #112,655

glama/piter5285/vectorless-agentic-RAG

Enables querying Confluence documents through agentic reasoning over hierarchical document trees, replacing vector similarity with structural navigation.

First listed
Jun 22, 2026
Last publish date
OVERVIEW

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.

STANDING
#112,655of 132,345 tracked servers

Ranks ahead of 19,690 of 132,345 servers on MCP Toplist.

CONNECT

Use confluence-vectorless-rag

API keyNeeds credentials

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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MCP Toplist: #112,655 of 132,345
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REGISTRIES

Listed on 1 registry

ORGANIZATION

piter5285

Organization
Servers in org
3
Versions across org
0
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VERSIONS

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.

FAQ

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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