T6-R6 ecosystem
Paper server: A design you can trace without running a public service.
Plugins
Function calling
Language-server ideas
A notes server can serve chat and a voice host if both speak the same protocol.
Treat the spec revision as something you pin, like a model id.
Write the goal in one sentence.
Name the input and the allowed output.
Save the trace next to the result.
The answer looks fluent and is wrong. Check whether a source passage actually contains the claim.
The loop never stops. Set a step cap and stop when the tool result repeats.
Sources and go deeper
- Model Context Protocol specification, 2025-06-18 spec last checked 2026-10
- Lewis and co-authors, Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks, 2020 paper last checked 2026-10
- What is the Model Context Protocol (MCP)? spec last checked 2026-10
- Model Context Protocol — Wikipedia wikipedia last checked 2026-10
- Retrieval-augmented generation — Wikipedia wikipedia last checked 2026-10