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Openwork Labs

Open-source desktop framework to share capabilities, MCPs, and logins across AI agents.

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Quick Keypoints

  • Acts as a desktop capability manager for Cursor, Claude Code, and developer tools.
  • Enables secure sharing of credentials and logins across distinct agent sessions.
  • Provides an open-source, local-first workflow workspace for privacy.
  • Includes an Extension Marketplace to download custom agent skills.

What is Openwork Labs?

Openwork Labs (OpenWork) is a Y Combinator-backed open-source project by Different AI. It operates as a desktop agent manager that lets developers set up, share, and reuse model credentials, capability blocks, and Model Context Protocol (MCP) servers across agents like Claude Code, Cursor, and Codex.

Openwork Labs addresses the problem of fragmented agent configuration. Instead of setting up API keys, MCP servers, and credentials separately for every agent (e.g., in Claude Code, Cursor, and custom shells), OpenWork serves as a centralized desktop registry that securely shares capabilities across sessions.

Who Needs Openwork Labs?

Software developers, DevOps teams, and power users running multiple agent environments.

Primary Use Cases

  • Autocompleting code syntax and logic blocks in real-time.
  • Explaining complex functions and debugging codebase errors.
  • Generating boilerplate code and unit test suites automatically.

Important Features

  • Capability Registry: Lock in logins and access rules for reuse across agents.
  • Extension Marketplace: Browse and install community tools and credentials scripts.
  • Desktop Policies: Enterprise-level controls to govern model and tool access.

Current Updates About Openwork Labs

  • Released updates in late July 2026, offering 50+ LLM integrations, team API distribution tools, and support for MCP servers.
  • Current Version: v0.18.12

Alternatives to Openwork Labs

If you want to check similar software, these alternative tools offer comparative features:

Pricing Plans

Plan Price
Solo / Open SourceFree local desktop application for macOS and Linux; users bring their own LLM keys. $0
Team StarterIncludes API access, Extension Marketplace, distributing keys to team members; first 5 seats free. $10/seat/mo
EnterpriseSSO/SAML integration, SCIM provisioning, enforced desktop policies, version control, and self-hosting. Custom
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