# Confluence MCP for AI Agents AI Agent Connect

> Confluence MCP. Let your AI agent read, search, and create wiki pages in your Atlassian workspace. It turns your organization's knowledge base into a searchable, actionable resource for your agent.

## Overview
- **Category:** industry-titans
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_UElqfg8DwaSwZHa2POP7T4aZIXqCwjZGV1bRzOLz/ai-agent-connect
- **Tags:** wiki, documentation, content-creation, search-indexing, team-collaboration

## Description

Connecting your Confluence workspace to your AI client changes how you interact with company documentation. Instead of hunting through nested folders or scrolling through endless pages to find an HR policy or a technical spec, you can just ask your agent to find it for you. It pulls the actual content into your chat, allowing you to get summaries, check requirements, or look up architecture decisions in seconds. When you need to move from reading to writing, the Connector lets your agent draft new pages, like meeting notes or product requirements, and publish them directly to the right space. It handles the formatting and the heavy lifting of navigating the Confluence structure. Because Vinkius hosts this Connector, you get a reliable way to keep your team's internal knowledge accessible to your agent without manual copy-pasting. It's about making your wiki a living part of your daily workflow rather than a static graveyard of documents. You can query specific spaces, manage labels for better organization, and even track the history of a page to see how requirements have evolved over time. It turns a massive repository of text into a conversational partner that knows your business. This means you spend less time digging for files and more time actually using the information you find.

## Tools

### list_spaces
Use this to see a list of all spaces in your Confluence instance. It helps you understand the overall structure of your wiki.

### add_label
Use this to add a specific tag to a Confluence page. It helps you organize and filter your wiki content more effectively.

### delete_page
Use this to permanently remove a page from your Confluence space. This action is irreversible.

### get_page_history
Use this to see the version history of a specific page. It lets you track how a document has changed over time.

### list_labels
Use this to see all the labels currently on a Confluence page. It helps you understand how a page is categorized.

### add_page_comment
Use this to add a new comment to a Confluence page. The body is sent in storage format for proper rendering.

### search_confluence
Use this to find pages, blog posts, and comments using Confluence Query Language. It lets you search the whole wiki at once.

### create_page
Use this to create a new page in a specific space. You can provide a title and body content in HTML storage format.

### get_page
Use this to get the full body and metadata of a specific page. It lets your agent read the complete content of a wiki page.

### get_space_details
Use this to get the description and homepage of a specific space. It provides a high-level overview of a workspace area.

### list_page_comments
Use this to see all the comments on a Confluence page. It retrieves both inline and footer comments with author details.

### list_pages
Use this to get a list of pages from a Confluence space. You can filter by space key and use pagination to see more.

## Prompt Examples

**Prompt:** 
```
Find the company's remote work policy in the HR space.
```

**Response:** 
```
I've searched the HR space and found the **Remote Work Policy**. Here is a summary:

*   **Eligibility**: All full-time employees.
*   **Stipend**: $500 annual home office allowance.
*   **Core Hours**: 10 AM to 3 PM EST.

Would you like me to pull the full text of this page for you?
```

**Prompt:** 
```
Create a new page in the Product space called 'Q4 Roadmap' with a list of 3 goals.
```

**Response:** 
```
I've created the new page for you.

**Space**: Product
**Title**: Q4 Roadmap
**Content**: 
1. Launch mobile dark mode.
2. Integrate new payment gateway.
3. Complete API v2 migration.

The page is now live in your Product space.
```

**Prompt:** 
```
What are the latest comments on the 'API Gateway' page?
```

**Response:** 
```
Here are the recent comments on the **API Gateway** page:

*   **@dev_team**: "The latency on the new endpoint is slightly higher than expected."
*   **@pm_sarah**: "Can we confirm the auth headers are updated?"
*   **@security_audit**: "Review complete. No issues found."
```

## Capabilities

### Search wiki spaces
Find specific documents across your entire organization's wiki.

### Read page content
Extract the full text and markdown of any existing wiki page.

### Create new pages
Draft and publish new wiki content directly from your chat.

### List space details
See the metadata and homepage for any Confluence space.

### Manage labels
Organize and filter wiki content using specific tags.

### View page history
Track how a document has changed over time with version history.

### Add comments
Post feedback or notes on existing pages using storage format.

## Use Cases

### Finding Architecture Docs
An engineer asks for 'database migration notes' and the agent finds the exact page in the Engineering space using search_confluence.

### Drafting Product Requirements
A PM asks the agent to 'create a new page in the Product space for the login redesign' and it publishes the draft using create_page.

### HR Policy Lookups
An HR person asks the agent to 'find the remote work policy' to give an immediate answer to a new hire using get_page.

### Automated Meeting Minutes
After a sync, the agent uses create_page to turn a transcript into a formatted wiki page in the team's space.

## Benefits

- Stop tab-switching by using search_confluence to find docs instantly.
- Get accurate summaries of long docs using get_page to see the full content.
- Speed up documentation by using create_page to draft and publish PRDs.
- Keep track of changes with get_page_history to see who edited what.
- Organize content better by using add_label to tag important wiki pages.
- Stay updated on discussions by using list_page_comments to see feedback.

## How It Works

The bottom line is your AI agent gets a direct line to your company's knowledge base.

1. Install the Connector and provide your Atlassian API Token and registered email.
2. Grant your AI client permission to access your Confluence workspace.
3. Ask your agent to find, summarize, or create pages in your wiki.

## Frequently Asked Questions

**Can the Confluence MCP search my private spaces?**
Yes, it can search any space that your Atlassian API Token has permission to access. If your user account can see it, your agent can too.

**How does the Confluence MCP handle page formatting?**
It uses the Confluence storage format (HTML). This ensures that when your agent creates a page, the headers and structure stay intact.

**Can I use the Confluence MCP to write PRDs?**
Yes, you can ask your agent to draft a product requirement document and publish it directly to a specific space using the create_page tool.

**Does the Confluence MCP support pagination?**
Yes, it supports pagination. This allows your agent to browse through large lists of pages in a space without missing any content.

**How do I give the Confluence MCP permission to my wiki?**
You just need to provide your Atlassian API Token and your registered email during the setup process. This gives the Connector the necessary keys to talk to your workspace.

**Can the Confluence MCP help me summarize long docs?**
Absolutely. The Connector retrieves the full content of a page, which your agent then uses to generate concise summaries or answer specific questions.

**How do I generate an Atlassian API Token?**
Log into your Atlassian account at id.atlassian.com, navigate to the **Security** tab, and click on **API tokens**. Select 'Create and manage API tokens' to generate a new key for this integration.

**Can the AI edit all spaces within my Confluence account?**
The AI integration adheres strictly to the permissions of the user generating the API token. It can only read and modify the spaces that your specific Atlassian user account has authorization to access.

**Does a published Confluence page support Markdown?**
Yes, Confluence correctly processes standard formatting such as headings, lists, code blocks, and rich text when the AI agent generates and uploads content.