8000 [Feature]: Use confluence GraphQL Search · Issue #353 · sooperset/mcp-atlassian · GitHub
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[Feature]: Use confluence GraphQL Search #353

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qvalentin opened this issue Apr 30, 2025 · 1 comment
Open

[Feature]: Use confluence GraphQL Search #353

qvalentin opened this issue Apr 30, 2025 · 1 comment
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enhancement New feature or request

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@qvalentin
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Is your feature request related to a problem? Please describe.

The current search in confluence is using the search endpoint of the rest api. This endpoint performs very poorly when searching with complex queries. It seems like it is not very optimised for full text search.

Describe the solution you'd like

The confluence UI uses the GraphQL api of confluence for searching which provides way better results.
By using the GraphQL api for searching we could get better results.

Describe alternatives you've considered

No response

Use Case

RAG on confluence pages can be improved.

Additional Context

The GraphQL api is not supported by the atlassian-python-api package, I opened a issue here: atlassian-api/atlassian-python-api#1531.

I already have a quick implementation for the search endpoint directly in mcp-atlassian, for which I could open a PR.

@qvalentin qvalentin added the enhancement New feature or request label Apr 30, 2025
@sooperset
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Hi @qvalentin,

Thanks for this feature request and for offering your implementation! Using Confluence's GraphQL search would definitely improve result quality for complex queries and enhance RAG capabilities. I'd be happy to review your PR when you're ready to share it.

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