Hi folks — I’m building MCPBench to make it easier to discover and evaluate MCP servers. The goal is simple: reduce the time from “what’s out there?” to “I found the right server”.

The problem I keep hearing

“Will this MCP really work for my use case?”
“Do we have any real data on these integrations?”
“Will the MCP work in conjunction with my system prompt & other context?”

What shipped this week

A faster server browser with richer filters and “star” saves
Per‑server pages with packages/remotes and quick links

Why this matters

MCP is growing fast; a clear map helps authors and users meet in the middle
Consistent classification unlocks better filters and future compare views

Open question for you

Does our deployment framing (localhost / self‑hosted / hosted) match how you think about MCP servers?
If not, what would you change or add?

What’s next

Visualizations of registry (leaderboards, weekly trends)
Details on available tools
Drafting “config/install” snippets to get to first run faster
A lightweight compare view for side‑by‑side evaluation

Try it and tell me what breaks

Browse servers: mcpbench.ai

I’d love your feedback in the comments — or ping me on X/LinkedIn. If you publish an MCP server and want it highlighted, drop a link and what makes it special.

Thanks for reading — building this in public and shipping weekly.

Blog

Building MCPBench #1: Why we're building it + first progress