Overview & Result
Skillbox provides developers with an open, self-hosted catalog for organizing agent skills and MCP tools. Rather than searching through static documentation, it uses Jev to semantically match a developer's or agent's task description to the most appropriate reusable skill.
How Jev fits in the loop
- Index available MCP servers, tools, and community skills.
- Parse developer task or runtime agent requirement.
- Jev Choice evaluates the closest candidate tools and assigns confidence scores.
- Return copyable installation commands and API bindings.
How to reproduce
- Deploy the Skillbox container locally and register standard MCP tools and agent skills.
- Query the registry with a natural language task description.
- Inspect the ranked skill recommendations returned by the Jev decision layer.
Why this build matters
Bridges the gap between MCP tool authoring and real-world agent discovery, accelerating multi-agent system development.
Limitations
- Skills must maintain up-to-date metadata and capability tags in the registry.
- Self-hosted deployment requires Docker and environment configuration.
- Tool execution remains the responsibility of the calling client.