FitLLM is an open-source, zero-dependency engine that checks whether a local LLM fits on a GPU or Apple Silicon Mac using architecture-aware memory math.
FitLLM is an MCP project maintained in the click6067-ship-it/fitllm-engine repository. The maintainer describes its purpose as “FitLLM is an open-source, zero-dependency engine that checks whether a local LLM fits on a GPU or Apple Silicon Mac using architecture-aware memory math”. Read the project documentation for the complete scope.
The maintainer’s configuration uses https://fitllm.run/api/mcp. Check the project’s account and authentication instructions when adding the endpoint to your client.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| check_llm_fit | check one model against a GPU, multi-GPU rig, or Mac and return the verdict, memory breakdown, and a fix when it does not fit. |
| what_fits_on_hardware | rank the supported local models that fit the given GPU, multi-GPU rig, or Mac. |
| list_supported | list the built-in model and hardware names accepted by the fit checker. |
{
"mcpServers": {
"fitllm": {
"url": "https://fitllm.run/api/mcp"
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
메모짱 메모·할 일을 AI로 검색·정리·체크해요. / Search, write and check off notes and to-dos in Memozzang.
채팅으로 후잉 가계부를 관리하세요. 거래 입력·조회, 계정·예산 관리, 손익·재무 보고서를 지원합니다.
나라장터 낙찰정보서비스 Open API를 위한 로컬 MCP 서버
나라장터 사전규격정보서비스 Open API를 위한 로컬 MCP 서버
나라장터 입찰공고정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버
나라장터 사용자정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버