patchy631/ai-engineering-hub
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modelcontextprotocol/ext-skills
ext-skills is the incubation repository of the Skills Over MCP Working Group inside the modelcontextprotocol organisation. It holds no runnable server or library: its contents are exploratory documents that the README marks as experimental and explicitly not an official MCP specification or recommendation. The work it coordinates is SEP-2640, the Skills Extension proposal, whose canonical text lives on a pull request against the modelcontextprotocol specification repository; the copy kept here under docs/sep-draft-skills-extension.md is a synced baseline for discussion only. The premise is that MCP servers hand agents tools, while tool descriptions say what a tool does and not how to orchestrate several of them toward a goal. Skills are structured how-to knowledge — multi-step workflows, conditional logic and orchestration instructions that can run to hundreds of lines — and since skills are context and MCP is a context protocol, the group argues that a server should be able to serve its tools and the instructions for using them as one unit. The stated limitations being addressed are that server instructions load only at initialisation, that large workflows exceed practical instruction size, that there is no discovery mechanism for a skill accompanying a server, and that skills may need to orchestrate tools across several servers. The documents cover the problem statement, the value proposition and a decision guide for when MCP distribution beats simpler alternatives, use cases, the approaches under exploration, open questions, experimental findings from implementations, related work, a threat model for skills delivered over MCP, a survey of client support for model-facing resource loading, a list of candidate servers and SDKs for adoption, a decision log, design rationale and a glossary. It links the group charter, its project board, meeting-note discussions and a Discord channel, and directs review comments to the SEP pull request.
https://github.com/modelcontextprotocol/ext-skills
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