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  3. MachineRead Preview
MCP server · Agents

MachineRead Preview

· github.com/georgejieh/MachineRead-Preview

Audit any website for LLM discoverability and agent readiness. Checks AI crawler access, llms.txt, JSON-LD, MCP/A2A discovery, scrapability, and the SEO fundamentals AI retrieval still depends on. Local, free, no API keys.

Unclaimed agent-readinessai-agentsai-seoai-visibilityanswer-engine-optimizationdeveloper-toolsfastapigeojson-ldllmllms-txtmcpnextjsschema-orgseoseo-auditstructured-dataweb-crawlerwebsite-audit
InstallView source
34Low

Scored a month ago · breakdown

About MachineRead Preview

MachineRead Preview is an MCP server in the Agents category: audit any website for LLM discoverability and agent readiness. Checks AI crawler access, llms.txt, JSON-LD, MCP/A2A discovery, scrapability, and the SEO fundamentals AI retrieval still depends on. Local, free, no API keys.

Install

From source
git clone https://github.com/georgejieh/MachineRead-Preview

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Questions

About MachineRead Preview

How do I install MachineRead Preview?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is MachineRead Preview safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is MachineRead Preview still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.