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Show HN: Let LLMs anonymously report tool quality back to MCP servers(github.com)

3 points·by believ3·4 mesi fa·0 comments

Show HN: Let LLMs anonymously report tool quality back to MCP servers

https://github.com/modelcontextprotocol/modelcontextprotocol/discussions/2369

MCP server maintainers have no visibility into how LLMs experience their tools. We're proposing a protocol-level mechanism where the LLM analyzes its own session and reports structured, anonymized feedback — tool confusion, reliability issues, documentation gaps, missing capabilities — with zero user effort after opt-in.

SEP draft: https://gist.github.com/dkindlund/79223feb9f0ecd5fe2dbc6abf5...

TypeScript prototype (10 tests): https://github.com/dkindlund/typescript-sdk/tree/feat/client...

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