Developer Tools●●Solid
A read-only MCP server for WooCommerce
MCP server for WooCommerce when most MCP integrations target generic data sources.
Niche GemSolve My Problem
motylanogha
1012d ago
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GitHub Repository
Specification and documentation for the Model Context Protocol
8,629 starsTypeScript
Let LLMs anonymously report tool quality back to MCP servers
by believ3·Mar 9, 2026·3 points·0 comments
AI Analysis
●●SolidBig BrainNiche Gem
Anonymous LLM feedback loop for MCP servers — telemetry without user effort.
Strengths
- •Structured feedback on tool confusion, reliability, and documentation gaps automatically.
- •Opt-in design respects privacy while giving maintainers actionable data.
- •TypeScript prototype with 10 tests shows implementation thinking, not just theory.
Weaknesses
- •Still a proposal discussion, not a shipped product anyone can use today.
- •Adoption depends on MCP protocol changes and server maintainer buy-in.
Category
Target Audience
MCP server maintainers and protocol contributors
Similar To
OpenTelemetry · Sentry
Post Description
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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