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Integrating Confluence with AI Features like Search and Summarization MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

46,565 tools. Last updated 2025-12-25 14:24
  • Check if AI-powered features like RAG-based Q&A, semantic search, and document summarization are enabled and view index statistics for the Outline wiki.
  • Search and retrieve Confluence content using CQL queries via the MCP Atlassian Server, enabling efficient access to Confluence data within the MCP interface.
  • Search for company-specific documents and data across multiple sources like Drive, Confluence, and Jira using a structured query.
    MIT License
  • Search Atlassian Confluence content using CQL or basic text queries with filters for title, space, labels, and content type. Includes pagination and returns Markdown-formatted results with snippets and metadata.
  • Generate text using Google's Gemini AI models with customizable parameters like temperature, token limits, and optional features including JSON mode, Google Search grounding, and conversation context.
    MIT License

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