Confluence MCP Server — 14 AI Tools | Claude, ChatGPT & More

Confluence MCP ServerConfluence MCP server with 14 ready-to-use AI tools. Connect Confluence to Claude, ChatGPT, Gemini, or any MCP-compatible AI assistant. Cloud MCP connector — no install, no Docker, works from any browser.Category: Productivity. 14 tools available. Authentication: API Key.Search, read, and write Confluence wiki pages through conversationWhy Confluence + AI?Confluence is where your team documents everything, but finding the right page takes time. Stop digging through spaces and page trees — just ask your AI to find, read, or update any wiki page instantly.Example prompts you can send your AI about Confluence

Ask: "Find the runbook for database failover"
AI does: AI searches Confluence with CQL, finds the page in the SRE space, and returns the full content with step-by-step instructions.

Ask: "Create a meeting notes page in the Engineering space"
AI does: AI creates a new page with a formatted template including date, attendees, agenda, and action items.

Ask: "What pages were updated this week in the Product space?"
AI does: AI runs a CQL query for recent modifications and returns a list of changed pages with their authors and dates.

Ask: "Add a comment to the API design doc saying the review is approved"
AI does: AI finds the page and adds a footer comment with the approval message.

Featured Confluence Tools

search-content: Search Confluence content using CQL (Confluence Query Language). Returns matching pages, blog posts, and other content with excerpts. This is the most powerful tool for finding content across the entire Confluence instance. CQL CHEAT SHEET: "title = \"Meeting Notes\"" (exact title match). "title ~ \"meeting\"" (title contains). "text ~ \"database migration\"" (full-text search in title + body + labels). "space = \"DEV\"" (all content in space DEV). "label = \"architecture\"" (content with label). "type = \"page\"" (pages only, not blog posts). "space = \"DEV\" AND type = \"page\" AND label = \"architecture\"" (combined). "lastModified > now(\"-7d\")" (modified in last 7 days). "lastModified >= startOfMonth()" (modified this month). "creator = currentUser()" (content I created). "ancestor = 12345" (all descendants of page 12345). WRONG: text ~ database migration (unquoted multi-word values). CORRECT: text ~ "database migration" (quoted). WHEN TO USE: User asks "find pages about X", "search for Y in Confluence", "what was written about Z?", "show recent changes", "find pages I created", "search the wiki".

get-page: Get a specific Confluence page by ID. Returns full page details including title, body content, version, labels, and links. CRITICAL: Requires the numeric page ID, not the page title. Use list-pages or search-content to find the page ID first. BODY FORMAT: Use body_format="storage" (default) for Confluence XHTML markup, or "view" for rendered HTML. The storage format uses XHTML tags like <p>, <h1>, <ac:structured-macro>, etc. STEP-BY-STEP to read a page by name: 1) search-content with CQL title="Page Name" → get page ID. 2) get-page with ID → read content. WHEN TO USE: User asks "show me the content of page X", "read the deployment guide", "what does page 12345 say?", "get the wiki page about onboarding".

create-page: Create a new Confluence page. Requires a space ID, title, and body content in Confluence storage format (XHTML). CRITICAL: body must be valid Confluence storage format (XHTML). Use HTML tags like <p>, <h1>-<h6>, <ul>, <ol>, <li>, <table>, <tr>, <td>, <a href="...">, <strong>, <em>. EXAMPLE body: "<h1>Overview</h1><p>This page documents our deployment process.</p><h2>Steps</h2><ol><li>Build the app</li><li>Run tests</li><li>Deploy to production</li></ol>" To create a child page, provide parent_id. STEP-BY-STEP: 1) list-spaces → get space ID. 2) Optionally list-pages to find parent page ID. 3) create-page with space_id, title, body. WHEN TO USE: User asks "create a wiki page", "add a new page to the DEV space", "write a Confluence page about X", "document Y in Confluence".

update-page: Update an existing Confluence page. Can change title and/or body content. CRITICAL: You MUST provide the correct version number. The version number must be the CURRENT version + 1. STEP-BY-STEP: 1) get-page to read current content and get version number. 2) update-page with version = current + 1. WRONG: update-page with version=1 (will fail if page has been edited before). CORRECT: get-page → version.number is 5 → update-page with version=6. WHEN TO USE: User asks "update the deployment page", "edit page X", "change the content of the wiki page", "add a section to page Y".

list-spaces: List all Confluence spaces accessible to the user. Returns space ID, key, name, type (global/personal), and status. Use this as your FIRST tool when exploring a Confluence instance to discover available spaces and their IDs. CRITICAL: Many other tools require a space ID (numeric). Use this tool to look up space IDs from space keys or names. STEP-BY-STEP to find content: 1) list-spaces → find the space. 2) list-pages with space_id → browse pages. 3) get-page → read content. WHEN TO USE: User asks "what spaces exist?", "show me all spaces", "list Confluence spaces", "what wikis do we have?", "find the engineering space", or any initial Confluence exploration.

add-comment: Add a footer comment to a Confluence page. The comment body must be in Confluence storage format (XHTML). EXAMPLE: body="<p>Looks good to me! Approved for deployment.</p>" WHEN TO USE: User asks "comment on page X", "add feedback to the proposal", "leave a note on the wiki page", "post a comment saying Y".

Frequently Asked Questions about ConfluenceHow do I connect Confluence to Claude or ChatGPT?Create a free LearnToSpeak.ai account, add your Confluence credentials in the dashboard, and paste the generated OAuth URL into Claude.ai's custom connectors or ChatGPT's developer apps. The integration runs fully in the cloud — no desktop app, no CLI, no local install.Does it cost anything to connect Confluence?The Confluence integration is free during the LearnToSpeak.ai public beta. You only need a paid plan from Anthropic or OpenAI (Claude Pro/Max/Team or ChatGPT Plus/Pro/Team) since custom connectors require it on the AI provider side.Which AI assistants support the Confluence connector?Claude.ai (Pro, Max, Team, Enterprise) and ChatGPT (Plus, Pro, Team) both support the Confluence integration via the MCP (Model Context Protocol) standard. The same credentials work across both platforms — add the connector once, use it everywhere.How many Confluence tools does my AI get access to?Your AI gets 14 ready-to-use tools for Confluence, covering the most common read and write operations. Each tool is a discrete action the AI can call on demand — no multi-step prompting, no screen scraping, no workarounds.Is it safe to give an AI access to my Confluence account?Yes. Your Confluence credentials are encrypted at rest with AES-256-GCM and only decrypted in memory when the AI makes a request. LearnToSpeak.ai uses OAuth 2.1 with mandatory PKCE for the AI-to-platform connection, and you can revoke access instantly from the dashboard. We never store or log the actual tool responses returned to the AI.Why use LearnToSpeak.ai instead of running an MCP server locally?Cloud MCP servers work from any browser on any device — no Node.js install, no Docker, no local ports, no maintenance. Configure Confluence once in the dashboard and your AI connects from claude.ai or chat.openai.com directly. That's the entire value proposition: web AI assistants don't read your filesystem, they read our servers.What is the Confluence MCP server?The Confluence MCP server is a cloud-hosted integration that gives AI assistants direct access to Confluence through 14 tools via the Model Context Protocol (MCP) standard. It works with Claude, ChatGPT, Gemini, and any MCP-compatible AI — no local installation or Docker required.How do I connect Confluence to Claude via MCP?Sign up at LearnToSpeak.ai, add your Confluence credentials, and copy the generated MCP URL into Claude.ai's custom connectors (Settings → Developer → Custom Connectors). The cloud MCP server handles the connection — no CLI, no local server, no Docker.How do I connect Confluence to ChatGPT via MCP?Sign up at LearnToSpeak.ai, add your Confluence credentials, and copy the generated MCP URL into ChatGPT's developer apps (Settings → Apps → Advanced → Developer mode). Works with any ChatGPT Plus, Pro, or Team account.What can AI do with Confluence through MCP?Confluence offers 14 MCP tools covering Search, read, create, and update wiki pages in Confluence Cloud. Ask your AI to perform any of these actions in natural language — it calls the right tool automatically.What is MCP (Model Context Protocol)?MCP is an open standard that lets AI assistants like Claude, ChatGPT, and Gemini connect directly to external apps and services. LearnToSpeak.ai hosts cloud MCP servers so you don't need to install anything locally — your AI connects from any browser.Related MCP Servers

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