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Apfel Harness

· github.com/toshon-jennings/apfel-harness

Local web GUI harness for Apple Intelligence via the apfel CLI (on-device FoundationModels). Streaming chat with an exact 4k context gauge, JSON-schema constrained decoding, batch, MCP tools, private SearXNG web search, and escalation to bigger models. No cloud, no keys.

Unclaimed apple-intelligencechatfoundation-modelsllmlocal-llmmcpmcp-servernodejson-device-llmprivate-searchsearxngweb-gui
InstallView source
34Low

Scored 9 hours ago · breakdown

About Apfel Harness

Apfel Harness is an MCP server in the Search category: local web GUI harness for Apple Intelligence via the apfel CLI (on-device FoundationModels). Streaming chat with an exact 4k context gauge, JSON-schema constrained decoding, batch, MCP tools, private SearXNG web search, and escalation to bigger models. No cloud, no keys. It has been installed 0 times through Conduid.

Install

Clone
git clone https://github.com/toshon-jennings/apfel-harness

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

  • ·README presentNot checked yet.
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  • ·Tests presentNot checked yet.
  • ·Dependencies pinnedNot checked yet.
  • ·No dynamic code executionNot checked yet.
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Questions

About Apfel Harness

How do I install Apfel Harness?

Run git clone https://github.com/toshon-jennings/apfel-harness, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Apfel Harness 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 Apfel Harness still maintained?

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