SERVER

Groundtruth — Ask Real Humans

Rank #18,318

app.vercel.groundtruth-ruby/groundtruth

Human-in-the-loop user research: ask real people what the web can't answer, get verbatim replies

Listed & last published
Sep 11, 2026
OVERVIEW

Groundtruth — Ask Real Humans is a Model Context Protocol (MCP) server published by aniketshaw748-hub. It ranks #18,318 of 137,492 servers tracked on MCP Toplist. Groundtruth — Ask Real Humans is listed across 2 registries — Official MCP and Glama, with 2 tracked versions. It was first listed on Sep 11, 2026 and most recently updated on Sep 11, 2026.

STANDING
#18,318of 137,492 tracked serversTop 25%

Ranks ahead of 119,174 of 137,492 servers on MCP Toplist.

CONNECT

Use Groundtruth — Ask Real Humans

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Remote · HTTP
claude mcp add --transport http groundtruth https://groundtruth-ruby.vercel.app/api/mcp
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MCP Toplist: Top 25% of 137,492
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HTML
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REGISTRIES

Listed on 2 registries

ORGANIZATION

aniketshaw748-hub

Organization
Servers in org
1
Versions across org
2
VERSIONS

Available versions (2)

0.1.0 · Sep 11, 20260.1.1 · Sep 11, 2026Sep 11, 2026Sep 11, 2026
VersionPublished
0.1.1Sep 11, 2026
0.1.0Sep 11, 2026
FAQ

Frequently asked questions

Who maintains Groundtruth — Ask Real Humans?
Groundtruth — Ask Real Humans is maintained by aniketshaw748-hub, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is Groundtruth — Ask Real Humans listed on the Official MCP Registry?
Yes — Groundtruth — Ask Real Humans is listed on the Official MCP Registry, alongside Glama.
How many versions does Groundtruth — Ask Real Humans have?
MCP Toplist tracks 2 versions of Groundtruth — Ask Real Humans, most recently published on Sep 11, 2026.
Where can I find the source code for Groundtruth — Ask Real Humans?
The source code for Groundtruth — Ask Real Humans is hosted at github.com/aniketshaw748-hub/groundtruth.
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