Strata
One MCP server for AI agents to handle thousands of tools
Strata launched on September 22, 2025 with 652 votes, #14 of 8,160 launches that month and more than 99% of that year's launches. The site was still online in September 2026, 1 year on.
In plain words
Strata is an MCP server that helps AI agents use tools reliably across multiple applications without becoming overwhelmed. It manages thousands of tools by progressively guiding agents through complex workflows while eliminating context overload and ensuring accurate tool selection. The product is designed for developers building AI agents that need to coordinate actions across several apps at scale.
written from the facts on this page · September 2026
From the sources
Strata is one MCP server that guides your AI agents use tools reliably at any scale in multiple apps progressively. It eliminates context overload and ensures accurate tool selection, enabling agents to handle complex, multi-app workflows with ease.
Klavis AI provides live environments for training AI agents. Powering frontier AI labs with real world MCP environments and complex, long-horizon agentic tool-use data.
Long-horizon coding tasks with code editing, test writing, debugging, programmatic checks, deterministic tests, granular rewards, and Docker-packaged environments for RL and SFT. Realistic long-horizon workflows across live SaaS apps, production MCP servers, and real tools, with logically consistent state, noisy inputs, and verifiablefrom klavis.ai
Does a similar job
all alternatives →



MCP by Alloy Automation2025 · ai.runalloy.com · ▲101I'm Mike, Head of Eng/Product at Alloy Automation. We built MCP by Alloy Automation to give your AI agents structured access to business-critical systems without the integration headache. We've built MCP servers covering thousands of tools across platforms like Quickbooks, Xero, Notion, HubSpot, and Salesforce. Pick the tools you need, provision a server, and ship faster. Need more control? Our Connectivity API gives you programmatic access to all the same tools for custom integrations beyond MCP. Everything runs with scoped auth utilizing our battle-tested credential management system…
MCP Cloud2025 · mcp-cloud.ai · ▲52Deploy Model Context Protocol (MCP) servers with ease. Scale your AI models seamlessly with our cutting-edge platform.
More ai this month
the category →



Paintings by AI models: programs run through a simulation of oil paint.
AI · 20d ago · stillwet.art

PixVerse R2▲381A real-time world model you can explore and change
AI · 28d ago · world.pixverse.video
Source: Product Hunt launch ↗
Launched alongside, September 2025
the whole month →

The site hit #1 on HN about a year ago. Got enough traffic that I turned it into a proper API. What's there: - REST API — 35k products, manually filterable by category, free key, 60 req/min - CLI — npx anycrap random -c food - faker.js plugin — bundled, no API call, works offline - HuggingFace dataset — full 35k rows for ML/training https://anycrap.shop/developers
AI · 2025 · anycrap.shop

I made a built-from scratch Wayland Compositor to display any GUI app* in the terminal! I think there is a lot of unexplored potential in custom Wayland compositors, a lot of really cool things you can embed existing applications into! So, I started with embedding apps into the terminal because that is the easiest input/output (output is just utf-8 and I use the great `chafa` library for that, and I just read from stdin for the input). If you have any other ideas for cool Wayland compositors, let me know. I purposedly wrote 80% the app in Typescript to appeal to the most developers and…
Dev tools · 2025 · github.com
- IR
Years ago I stumbled across a basic version of this concept and it stuck with me. I knew if I was ever going to take on such a project, it would need to be flawless, but without coding experience it was just another idea that would never happen. By the end of 2024, as AI coding tools exploded everywhere, I finally had a way to make it real. I started from zero knowledge and spent months collaborating with AI agents as a learning experience. Every pixel and every function went through me. The AI translated what I asked for into code, but every decision was human. I didn't use existing OS…
AI · 2025 · mitchivin.com

