# Document360 MCP for AI Agents AI Agent Connect > Document360 lets you connect your knowledge base directly to your AI agent. You can list project versions, manage categories and articles, search through your content, and pull analytics without leaving your workspace. It turns your documentation into an active resource your agent can actually use to answer questions or find specific info. ## Overview - **Category:** collaboration - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_KKlG66gM39DeOfVFxrmtqmYrAeZh7ueBkYYRUxpo/ai-agent-connect - **Tags:** documentation, wiki, knowledge-base, technical-writing, content-versioning, search-analytics ## Description Imagine you're trying to find a specific piece of documentation while chatting with your AI. Instead of switching tabs, opening your browser, and digging through folders, your agent just knows where to look. This Connector connects your Document360 portal so your AI can handle the heavy lifting of navigating your knowledge base. You can ask it to find specific articles, check which categories are active in a certain version, or pull up the latest traffic stats. It makes your documentation feel like an extension of your own memory. If you're looking for a way to make your internal docs actually useful for your team, finding this in the Vinkius catalog is the fastest way to get it running. You stop copy-pasting content into prompts and start letting your agent query the source of truth directly. It's about moving from searching for information to getting answers instantly. ## Tools ### list_projects See all your active project versions in one list. It helps you keep track of which documentation segments are live globally. ### list_categories Get a list of categories within a specific version. This is great for understanding how your content is structured. ### list_team See all registered authors and their profiles. Use this to manage who has access to your workspace. ### analytics Get your knowledge base traffic stats. It shows you how many people are visiting and what they're reading. ### list_articles See all articles inside a category. Use this to quickly find what's available in a specific section. ### get_article Pull the full content of a specific article. It's the quickest way to feed a document into your agent's context. ### search Query your entire knowledge base for specific terms. This allows the agent to find relevant info using natural language. ## Prompt Examples **Prompt:** ``` List all versions for my Document360 project ``` **Response:** ``` I found 3 project versions: 'V1.0 (Main)', 'V2.0-Beta', and 'Internal-Docs'. Which version would you like to explore for categories? ``` **Prompt:** ``` Search for 'Single Sign On setup' in my KB ``` **Response:** ``` Searching for 'Single Sign On setup'... I found 2 matching articles: 'SSO Configuration Guide' (ID: art_123) and 'Troubleshooting Login Issues' (ID: art_456). Would you like to read the full content of the guide? ``` **Prompt:** ``` Show me knowledge base analytics from the last 30 days ``` **Response:** ``` Retrieving analytics for the last 30 days... Your KB had 1,200 unique visitors and 4,500 pageviews. Most visited article: 'API Quickstart'. I can provide a daily breakdown of this traffic. ``` ## Capabilities ### Query specific documentation segments Find exactly what content exists in different project versions. ### Organize knowledge categories See how your articles are grouped across the portal. ### Pull raw article content Get the full text of any document using its unique ID. ### Search the entire knowledge base Execute semantic queries to find relevant documentation. ### Audit team permissions See which authors are mapped to your workspace. ### Monitor visitor traffic Pull analytics to see how people are interacting with your docs. ## Use Cases ### Support Ticket Resolution A support rep asks the agent to find the SSO Setup Guide. The agent uses search and get_article to provide the answer immediately. ### Content Auditing A PM asks to see which categories are in the Beta version. The agent uses list_projects and list_categories to give a quick summary. ### Technical Writing A writer wants to see if a specific article exists in the Internal project. The agent uses list_articles to confirm the content. ### Performance Review A manager asks for the last 30 days of traffic. The agent uses analytics to report visitor interaction stamps. ## Benefits - Stop manual searching by using search to find documentation instantly. Your agent does the digging so you don't have to. - Get precise content with get_article to ensure your agent has the right context. No more guessing which version is correct. - Track your success with analytics to see how users interact with your docs. You can monitor traffic ranges without opening a dashboard. - Organize your content better by using list_categories to see your structure. It helps you maintain a clean knowledge base. - Audit your team easily with list_team to see who's contributing. You can manage RBAC profiles through natural conversation. - Navigate versions quickly with list_projects to see global documentation segments. It keeps your multi-version projects organized. ## How It Works The bottom line is that your AI gets a direct line to your documentation so you don't have to be the middleman. 1. Subscribe to the Document360 MCP on Vinkius. 2. Grab your API Key from the Document360 portal settings. 3. Connect your client and start asking questions about your docs. ## Frequently Asked Questions **What is the Document360 MCP for?** It connects your Document360 knowledge base to your AI client so it can search, read, and analyze your documentation automatically. **Can my AI agent find specific articles for me?** Yes, the agent can use the search tool to find relevant content and then pull the full text for you to review. **Does this work with my existing Document360 account?** Yes, you just need to provide your API key from your Document360 portal settings to get started. **Can I see who's writing for my knowledge base?** Yes, the agent can pull the team profiles and author mappings so you know who is contributing to your workspace. **Can I check how many people are visiting my docs?** Yes, the agent can pull your traffic stats and visitor interaction stamps to show you how your KB is performing. **Will this work in my IDE?** If you use an MCP-compatible client like Cursor or VS Code, you can use this to query your docs while you code. **Can my agent list all categories in a specific project version?** Yes. Use the 'list_categories' tool. Provide the project version ID, and the agent will retrieve the explicitly attached categories and their physical groupings within that version. **How do I search for a specific topic across my knowledge base via chat?** Provide your search query to the 'search' tool. Your agent will execute immediate semantic queries to discover strictly mapped textual responses and articles active inside your KB. **Can I monitor live traffic metrics through the agent?** Absolutely. Use the 'analytics' tool. You can specify a date range (from/to), and the agent will pull available metrics exposing explicit traffic ranges and visitor interaction stamps for your portal.