#Documentation MCP Servers

Empower your AI agent to search, read, and create Confluence wiki pages directly from chat.

Manage technical documentation via GitBook. List organizations and spaces, handle document pages, search content, and audit collections directly from any AI agent.

Manage knowledge bases via Document360. List project versions, handle categories and articles, search content, and track analytics directly from any AI agent.

Connect your AI to Storybook. Explore your design system, inspect UI components, and retrieve implementation guidance programmatically.

Connect your AI to SwaggerHub. Read OpenAPI specifications, explore domains, and manage your API design lifecycle natively from the terminal.

Manage your API design-first workflows via Apiary. Read blueprints, publish docs, and run tests directly from your AI agent.

Sync your Apidog workspace with your AI agent. List projects, fetch endpoint schemas, and export full OpenAPI specifications instantly.

Manage your team's knowledge base. Query wiki articles, create new documentation, and explore topics directly using AI agents.

Connect your AI to Stoplight. Design, document, and manage your API lifecycle, exploring workspaces and schemas effortlessly.

Manage your Slite knowledge base, notes, and AI insights with AI agents.

Manage your BookStack wiki directly from your AI agent. Search, read, create, and organize pages, chapters, and books with ease.

Equip your AI agent to manage knowledge base articles, track categories, and monitor assistant modules via the Elevio API.

Automate knowledge base management via Helpjuice. Manage articles, categories, and analytics directly from any AI agent.

Manage your Wiki.js instance. Create, search, and update documentation pages directly from your AI agent.

Manage your knowledge base. List articles, search help content, and audit categories.

Connect to any MediaWiki instance to search pages, read content, list categories, and track recent changes directly from your AI agent.

Manage documentation spaces, sync OpenAPI specs, and organize technical knowledge directly from your AI agent.

Manage and interact with Fern documentation platforms. Generate access tokens, index websites for AI, and query analytics directly from your agent.

Real-time documentation discovery for AI agents. Discover, read, and extract any API documentation without browser rendering or API keys.

Manage and automate your Mintlify documentation. Retrieve metadata, update configurations, track page views, and trigger deployments directly from your AI agent.

An AI wrote API documentation for 'developers.' No expertise level. No prerequisites. A wall of text with no headings. Code examples that referenced a deprecated method. Untested. Passive voice throughout: 'it is recommended that the configuration be updated.' A junior engineer followed the docs, deployed to production with the wrong config, and caused a 4-hour outage. This tool forces audience definition, task-based structure, tested examples, ambiguity elimination, and completeness verification.