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labgrid-mcp MCP Server

onurcelep/labgrid-mcp

Score: 67.5 ↑ 1.4% Rank #4573 MCP Server
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MCP server exposing labgrid hardware-in-the-loop device operations to LLM agents — 47 tools over coordinator gRPC + labgrid's client-side driver stack (power/console/io/flash/mux/SSH). Standalone, coordinator-agnostic.

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Overview

onurcelep/labgrid-mcp is a Python MCP server licensed under Apache-2.0. MCP server exposing labgrid hardware-in-the-loop device operations to LLM agents — 47 tools over coordinator gRPC + labgrid's client-side driver stack (power/console/io/flash/mux/SSH). Standalone, coordinator-agnostic.

Ranked #4573 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0 18 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 6

6 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → recently updated

Issue Health 25% 75%

3/4 issues closed → decent issue management

Contributors 10% 3

3 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 18/wk

18 weekly installs → early adoption

Forks 0
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Install in your agent

claude mcp add labgrid-mcp -- uvx labgrid-mcp
codex mcp add labgrid-mcp -- uvx labgrid-mcp
{"mcpServers":{"labgrid-mcp":{"command":"uvx","args":["labgrid-mcp"]}}}
hermes mcp add labgrid-mcp --command uvx --args labgrid-mcp

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Matched Queries

"mcp server""mcp-server"

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