
TDQS — Tool Definition Quality Score
Rate how well MCP tool definitions communicate to AI agents with this open framework and API.
punkpeye · HN
MCP Tool Definition Quality Score (TDQS) Spec
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Rate how well MCP tool definitions communicate to AI agents with this open framework and API.
punkpeye · HN
MCP Tool Definition Quality Score (TDQS) Spec

Educational platform addressing problems in modern edtech.
@integ_web · X
~*OpenEd* _Edtech is broken, we are fixing it._

Open file format for user interfaces that AI agents write and any browser or design app can render.
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

No-code editor to create optimized websites without writing code.
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

Upload data bundles, visualize as knowledge graphs, and query with AI-powered chat.
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

Open-source design tool for creating graphics in the browser.
@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

Deploy any of 400+ open-source tools on your choice of 9 cloud providers.
@Dil_Lynn · X

Design and simulate planar mechanisms with automated synthesis in your browser.
@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:

Browser-based ERP system that runs locally without server or cloud dependencies.
@neodonkey · X

Open-source ecosystem for discovering, evaluating, and publishing AI tools with a sandboxed testing framework.
@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

Design and test AI-ready APIs using a visual flow builder with team collaboration.
@milonspace · X
A specification nobody can find is functionally the same as no specification.