Diagnostics Python Packages

ocptv

Pure python API for the OCP Test & Validation project

azure-functions-doctor

Diagnostic tool for the Azure Functions Python v2 programming model

lsdsk

Groups disks by the controller they hang off, grades every link against what both ends could do, reads SMART wear and error counters, and reports what is worth acting on. Linux and Windows, no subprocesses, no network.

latexdetok

A tolerant LaTeX tokeniser: a .tex file read into a tree of groups, commands and text, which rewrites itself identically and never refuses valid LaTeX.

pg-perf-bench

Reproducible PostgreSQL benchmarks with environment evidence and self-contained HTML reports

onec-hbk-bsl

Open-source toolkit for 1C:Enterprise/BSL: 180 diagnostics, formatter, LSP, CLI, VS Code/Cursor extension, SARIF, MCP server, and RU/EN documentation.

fixos

AI-powered Linux/Windows diagnostics and repair – audio, hardware, system issues

onec-hbk-bsl-core

Open-source toolkit for 1C:Enterprise/BSL: 180 diagnostics, formatter, LSP, CLI, VS Code/Cursor extension, SARIF, MCP server, and RU/EN documentation.

trainspotter

Automatic diagnosis of training runs from their logs: divergence, loss spikes, overfitting, LR and throughput problems.

httptap

Rich-powered CLI that breaks each HTTP request into DNS, connect, TLS, wait, and transfer phases with waterfall timelines, compact summaries, or metrics-only output.

atengk-mcp-server-redis

专为 LLM 打造的生产级 Redis MCP 服务：支持集群分片/双重写门禁/跨槽防御/Stdio与SSE双模传输/Docker常驻容器化，兼顾高性能与绝对数据安全。

offenders

Fail2Ban investigation and diagnostics TUI

py-uds

Python package for Unified Diagnostic Services (UDS, ISO 14229) communication. Provides a common API across diagnostic buses (CAN, Ethernet, LIN, FlexRay, K-Line) and can be extended to custom transports.

retrieval-observatory

pypi retrieval reliability platform: per-stage visibility, benchmarks, tracing, and integration

primer-finder

Find group-specific kmers in assembled genomes to design selective (q)PCR assays

pyfirstaid

Diagnose broken Python environments (pip/python mismatch, SSL errors, failed C extensions, wrong venv) and get a copy-paste fix for each. Zero dependencies, runs even when pip is broken.

pyagnostics

A rich diagnostics & error reporting library

detect-shadowed-modules

Detect conflicting directory names across Python's sys.path that shadow installed packages

xaloqi-tester

Free, Apache-2.0 UDS (ISO 14229) client, ECU simulator, and campaign runner for automotive diagnostics — pip install xaloqi-tester, zero hardware, zero license.

env-doctor

Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.

jvmind-ce

AI-powered JVM diagnostics agent. Analyze GC logs, jstack thread dumps, and heap dumps via local LLM (Ollama) or OpenAI-compatible APIs. Single-user, local-first, open source.

rp1210

A Python32 implementation of the RP1210C standard.

atoparser

Utilities for reading Atop statistic files natively in Python.

mlx-model-doctor

Validate an MLX / Hugging Face model repository before you load it.