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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.
apfel-harness is an MCP server entry in ChatHome Skills, sourced from GitHub MCP Search and scored 45/100. Local web GUI harness for Apple Intelligence via the apfel CLI (on-device FoundationModels). Streaming chat with an exact 4k context gauge, JSON-schema constrai. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding apfel-harness to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
git clone https://github.com/toshon-jennings/apfel-harness.gitReview the upstream source before running this command.
Scan coverage: Install metadata and repository README.
Automated signals from install metadata and a bounded skill body — not a full code security audit and not a recursive source or dependency review.
{
"fullName": "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.