labgrid-mcp
Related Servers
Alternatives to labgrid-mcp
No user-submitted related servers found.
Related Servers
- FlicenseNot gradedqualityDmaintenanceA server that enables seamless integration between local Ollama LLM instances and MCP-compatible applications, providing advanced task decomposition, evaluation, and workflow management capabilities.6-
- FlicenseNot gradedqualityBmaintenanceEnables local research workflows (paper discovery, relevance scoring, digests) and homelab monitoring (Prometheus, logs) through an MCP server, using local LLM inference via Ollama with no cloud dependencies.-
- AlicenseAqualityCmaintenanceEnables MCP clients to scan local GGUF models, estimate VRAM and suggest GPU offload layers, manage llama-server lifecycle, and proxy OpenAI-format chats with idle auto-unload.9MIT
- AlicenseAqualityAmaintenanceTwo self-hosted MCP servers: manage a local model machine (Ollama pull/switch, LoRA training) and bridge to local Ollama/vLLM for pure language processing tasks (writing, summarizing, classifying, extraction) without giving the calling agent tools or file access.4MIT
- FlicenseAqualityCmaintenanceMCP server that connects LLM agents to a local LM Studio instance, enabling model management, OpenAI-compatible chat completions, text completions, and embeddings through a set of tools.91-
- FlicenseCqualityDmaintenanceEnables MCP clients to interact with local LLMs via LM Studio, supporting dynamic chat, vision, RAG, file interaction, and model orchestration.28-
TDQS
Scored across 38 tools
Most tools have distinct purposes (e.g., get_power_state vs set_power, console_open vs console_read). A few pairs like release_place/release_from and who/list_places could be confused, but their descriptions clearly differentiate them. Overall boundaries are clear.
The vast majority of tool names follow a verb_noun pattern (list_places, reserve, acquire_place, set_power). Exceptions like coordinator_info and who break the pattern, but they are minor and the naming is otherwise predictable.
38 tools is well above the 25-tool threshold, making the surface feel heavy. While the domain is broad, the high count may overwhelm agents, and some tools could be consolidated (e.g., a single console tool with subcommands). The scope justifies some breadth, but this exceeds reasonable limits.
The tool set covers core lifecycle operations: place inspection, reservation management, acquisition/release, hardware control (power/IO/SD/USB), console, SSH, file transfer, and port forwarding. Minor gaps include no delete_place, no get_reservation by token, and no explicit listing of console sessions, but these are workable shortcomings.