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maintenanceA Model Context Protocol server that enables AI assistants like Claude to access and search Atlassian Confluence content, allowing integration with your organization's knowledge base.
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"Integrating Confluence with AI Features like Search and Summarization" matching MCP servers:
- AlicenseBqualityDmaintenanceAn MCP server that connects AI assistants to Confluence, enabling search and fetch of pages in real time.22MIT
- FlicenseBqualityDmaintenanceBridges Confluence Wiki with Large Language Models, allowing them to search, read, and explore content through automated HTML-to-Markdown conversion. It supports both local stdio and containerized HTTP/SSE transport modes for flexible deployment.3
- FlicenseBqualityDmaintenanceAn MCP server that enables advanced CSV analysis and data visualization using Google's Gemini AI and Plotly. It allows users to perform exploratory data analysis, generate interactive charts, and conduct complex reasoning on tabular data.32
- Alicense-qualityCmaintenanceA Model Context Protocol (MCP) server that connects AI agents to Confluence Cloud. Agents can search, read, create, and update Confluence content — pages, comments, links, images, and labels.MIT
- Alicense-qualityDmaintenanceEnables retrieval of relevant context from Confluence pages using RAG and ChromaDB, integrating with code assistants like GitHub Copilot to enhance documentation queries.1MIT
- Alicense-qualityDmaintenanceSyncs Confluence spaces to local files for efficient editing by coding agents, with tools for reading, writing, searching, and managing Confluence pages and attachments.2MIT
- Flicense-qualityDmaintenanceProvides tools for AI agents to interact with Atlassian Confluence, enabling search, space listing, and CRUD operations on pages via natural language.6
- AlicenseAqualityDmaintenanceCLI-first web and code search for agents, with MCP support for integration with IDEs like Cursor, VS Code, and Claude Code.3MIT
- AlicenseAqualityCmaintenanceA Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.15Apache 2.0
- Alicense-qualityCmaintenanceConverts Markdown files to Atlassian Document Format and publishes them to Confluence, with support for rendering Mermaid diagrams as PNG attachments.41MIT
- Alicense-qualityBmaintenanceA self-hosted, MCP-native web-search backend for AI agents that provides meta-search, clean extraction, RAG with citations, and GitHub project selection.1MIT
- Alicense-qualityDmaintenanceProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.2MIT
- Alicense-qualityDmaintenanceProvides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.1MIT
- Flicense-qualityDmaintenanceA multi-tool AI assistant system that uses Model Context Protocol to connect language models with various tools, including math calculations and weather information.
- Flicense-qualityDmaintenanceProvides Vertex AI Search for Commerce product search as a tool, enabling AI agents to search product catalogs using natural language queries.
- Flicense-qualityDmaintenanceA Node.js MCP server providing browser search and web page access capabilities, including Google search, intelligent web analysis, and LLM-powered summarization.12
- AlicenseAqualityBmaintenanceMCP server for searching and retrieving stock images from Unsplash, Pexels, and Pixabay, with support for concurrent searches, normalized metadata, and image downloads.3MIT
- AlicenseAqualityAmaintenanceFree multi-source search for AI agents with multi-source verification, token savings, and MCP native support.7227105Apache 2.0
- AlicenseAqualityBmaintenanceMulti-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)2437769MIT