
TDQS — Tool Definition Quality Score
为 MCP 工具定义评分的开源框架,评估其与 AI 代理的通信质量。
punkpeye · HN
MCP Tool Definition Quality Score (TDQS) Spec
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为 MCP 工具定义评分的开源框架,评估其与 AI 代理的通信质量。
punkpeye · HN
MCP Tool Definition Quality Score (TDQS) Spec


.gui是开放的文本文件格式,用于创建用户界面。AI代理可编写它,任何浏览器或设计工具都能渲染。
u/Rough-Mortgage-1024 · Reddit
I built an open file format for user interfaces, like SVG or PDF. Why? For years we've had open formats for documents (PDF), images (PNG) and graphics (SVG). But user interfaces are still mostly locked inside design tools. And that was fine when humans were creating and consuming UIs. Now AI is also creating and consuming them. Today AI usually works with screenshots, editor-specific JSON, or tool-specific APIs. They work, but they weren't really designed for AI or for movin

OpenForge Studio 无代码编辑器,轻松设计优化网站。
u/ConsistentWay7704 · Reddit
I vibe-coded a full no-code website builder using Claude's free plan — free, stable, and open source, but it's better than a paid app Hey, I've been building a no-code website editor solo, OpenForge Studio, and figured this community would appreciate it more than most. Full disclosure upfront: this is entirely vibe-coded, built using Claude's free plan. No team, no funding, just AI-assisted coding sessions in my free time. I'm mentioning this clearly because I think it's wor

上传数据包,将其可视化为知识图谱,并使用AI聊天功能查询。
u/manndortmund · Reddit
Create, browse and chat with your Open Knowledge Format. The Open Knowledge Format is Google's open standard for knowledge that both people and AI agents can read. This tool lets you build your own OKF , browse it, and question it — without writing markdown and YAML by hand. Upload once, then structure, visualize and ask across your whole bundle. Concept Library Upload a .zip, .md or .json bundle in OKF v0.2 format. The parser reads out the concepts and their frontmatter, so titles, desc

Avnac 是一个开源设计工具,可在浏览器中创建图形。
@akinkunmi · X
He trash-talked me and my amazing project ( unprovoked while all his projects are vibe-coded slop. That's why I named him King of Slop.

Format-agnostic LLM hub. Bring your own provider keys and route across Anthropic, OpenAI, ChatGPT/Codex, Kimi, Alibaba DashScope, and AWS Bedrock — with unified observability and c
@0xxmemo · X

部署400+开源工具到9个云提供商中任意一个。
@Dil_Lynn · X

在浏览器中设计并模拟平面机构,支持自动化合成。
@tutao0123 · X
Mechanical design can be playful. I used Vibe Coding to build OpenLinkage, an open-source browser lab for planar mechanism design. Try it: GitHub:

在浏览器中运行的本地ERP系统,无需服务器或云依赖。
@neodonkey · X

metahub 是 AI 工具的开源注册表和沙盒评估平台。
@BobbySBX · X
We just dropped Assay v0.2.6, the open source evaluation engine powering Most registries judge an AI tool by its README. We built Assay to actually run skills, MCP servers, and plugins inside isolated sandboxes with live models to observe what they do before you install them. What is new in v0.2.6: - NVIDIA API Catalog provider: Native support is here, allowing you to use NVIDIA driver and judge models to run behavioral benchmarks and multi-tier audits. - Zero runtime dependencies: Still a self-contained ~240 KB tarball that speaks directly to @nvidia , @AnthropicAI , @OpenAI , @OpenRouter , and local HTTP endpoints without SDK bloat. - Adversarial and static checks: Out of the box verification against prompt injection, tool scope creep, destructive shell commands, and supply chain drift. Every tool on is tested through Assay. That means 4,200+ skills, MCP servers, and plugins are commit-pinned, graded on actual runtime behavior, and rea

用可视化编辑器设计、测试和发布AI就绪的API。
@milonspace · X
A specification nobody can find is functionally the same as no specification.