Live demo
Ask Tunovix's Live MCP Server About Your Use Case
Describe a real business problem below. This calls find_use_case on tunovix.com/mcp — a real, public, stateless MCP server — the exact request an AI agent like Claude or ChatGPT sends when it's asked to check what Tunovix has actually built before.
What happens outside the chat window
Try a real scenario
Why this matters
When someone asks Claude or ChatGPT "does this company have experience with X," most sites have no way to answer beyond whatever text the model happened to crawl. A real MCP server gives an AI client somewhere structured to look — this specific tool is what proves the MCP development claim on this site is a working example, not a description of one. See what changed in the 2026 MCP spec and why this server was rebuilt stateless to match it, or the full use-case index this tool searches.
What just happened
The button (or your own text) sent a real tools/call JSON-RPC request to /mcp, which ran find_use_case — a tool that scores your description against every published use-case pattern and returns the closest real matches, each with its actual workflow steps and tool integrations. No mock data — this is the same server an AI client would connect to.
Connect your own AI client
Any MCP-compatible client (Claude, ChatGPT, or your own agent code) can call https://tunovix.com/mcp directly — no API key, no signup. See the full API reference for every tool and resource, or MCP development for what building one for your own tools looks like.
The other live demo
Try the RAG search demo — the same idea, grounded in the site's actual content instead of the use-case index.
Have a product in mind? Let's scope it this week.
A 30-minute call gets you a rough timeline and cost — no obligation, no sales deck.