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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.
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.
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.
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