OpenSpace

MCP-based skill management layer for AI coding agents that handles retrieving, evaluating, sharing, and evolving agent skills based on real-world task outcomes. Coding agents integrate via MCP to search and execute skills, then self-improve their capability library over time.

Connects to: Claude Code, Codex, MCP, Python, open-space.cloud community · · MIT 7,132★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/HKUDS/OpenSpace
• This harness as JSON: /api/harnesses/openspace
• Agent setup: /setup.md
• Browse all 700+ harnesses on Loadbay