Taskade MCP: AI Agents Connect to Workspace via OpenAPI

What changed

Taskade has introduced the Model Context Protocol (MCP) server, an open-source project designed to bridge AI agents with their Taskade workspaces. This initiative allows AI assistants, including Claude, Cursor, Windsurf, and VS Code integrations, to access and manipulate workspace data through the MCP. The project offers two primary components: the Workspace MCP server, which enables local interaction with Taskade, and an OpenAPI Codegen tool for generating MCP tools from any OpenAPI specification, not just Taskade's.

The Workspace MCP server provides access to 62 tools for managing workspaces, projects, tasks, AI agents, agent chats, webhooks, knowledge bases, templates, media, and sharing functionalities. While full workspace management and task-level writes are available on paid plans, some endpoints are gated for free accounts. The project supports local execution via npx @taskade/mcp-server and offers a hosted remote MCP option at https://www.taskade.com/mcp for OAuth 2.0 (PKCE) authenticated access, primarily for paid plan users.

Integration examples are provided for Claude Desktop, Cursor, Windsurf, Cline (VS Code extension), and standard VS Code workspaces, each requiring a Taskade Personal Access Token. For remote and custom clients, an HTTP/SSE mode is available, starting a server at http://localhost:3000.

Supported Tools and Functionality

The MCP server exposes a comprehensive set of tools categorized as follows:

• Workspaces: Listing workspaces, folders, and creating projects.
• Projects: Retrieving details, creating, copying, completing, restoring, listing members, accessing fields, share links, blocks, and tasks.
• Tasks: Getting, creating, updating, deleting, completing, uncompleting, moving tasks, managing assignees, due dates, notes, and field values.
• AI Agents: Generating, creating, managing, updating, deleting, publishing agents, and managing their knowledge bases (projects, media).
• Templates: Listing project templates and creating projects from them.
• Media: Listing and deleting media files.
• Personal: Listing user projects.
• Agent Chat & Webhooks (API v2, beta): Prompting agents, listing/getting conversations, and subscribing to real-time Taskade event webhooks.

Why it matters for builders

This release significantly lowers the barrier for AI builders to integrate AI agents with productivity workflows. By abstracting Taskade's API through the MCP and providing OpenAPI codegen, developers can now create agents that interact with projects, tasks, and knowledge bases using natural language prompts instead of writing complex API code. This enables the rapid development of custom AI tools that can automate tasks and manage information within a familiar productivity environment.

Practical impact

Developers can now connect their preferred AI assistants to their Taskade workspace. For instance, a developer can configure Claude Desktop or Cursor to use the Taskade MCP server, enabling them to create tasks, manage projects, or even generate AI agents directly from their AI client. The OpenAPI codegen feature further extends this by allowing the creation of MCP tools from any existing OpenAPI specification, fostering broader interoperability.

Builders looking to automate workflows or enhance their AI agent capabilities should explore integrating the Taskade MCP server. The provided quick-start guides and configuration examples offer clear steps for setting up these integrations across various AI clients.

Caveats and source limits

The source material indicates that full task-level writes and certain workspace management endpoints are gated on paid Taskade plans. While the core MCP server is open-source, full functionality may require a subscription. The documentation also notes that an unauthenticated initialize request to the hosted remote MCP returns a 401 by design, requiring clients to complete the OAuth 2.0 (PKCE) flow. Specific performance benchmarks or independent verification of the 62 tools are not provided in the source. The latest release version mentioned is v0.0.1.