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Crowdbench

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Name reservation for CrowdBench (crowdbench.ai) — real package forthcoming

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Name reservation for CrowdBench (crowdbench.ai) — real package forthcoming

README

Agent-native, crowdsourced benchmark database for local LLMs — intelligence scores and tokens/sec and hardware fit, contributed by users' own AI agents.

Pre-release. Source and documentation publish here at launch.

Code is licensed under Apache-2.0. The data CrowdBench publishes is licensed separately — the raw contribution dataset export under CC BY 4.0, and the cell-level aggregate under a separate agreement. See NOTICE; the full boundary publishes with the source.

from github.com/crowdbench-ai/crowdbench

Installing Crowdbench

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/crowdbench-ai/crowdbench

FAQ

Is Crowdbench MCP free?

Yes, Crowdbench MCP is free — one-click install via Unyly at no cost.

Does Crowdbench need an API key?

No, Crowdbench runs without API keys or environment variables.

Is Crowdbench hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Crowdbench in Claude Desktop, Claude Code or Cursor?

Open Crowdbench on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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