Every listed MCP server and skill. Filter by where it runs, what it needs, and how it is licensed.
1–12 of 25 tools for “debugging”
Clear allRoot-cause-first method to apply to any bug, test failure or unexpected behavior before proposing fixes.
skill/MIT/no key
Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency
official/skill/MIT/★ 40k in collection/no key
Socratic debugging for AI agents. Don't give me the answer. Help me find it.
skill/MIT/★ 15/no key
Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to "create a batch file", "write a .bat script", "automate a Windows task", "CMD s
official/skill/MIT/★ 40k in collection/no key
Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling perf
official/skill/MIT/★ 40k in collection/no key
Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or RhinoCommon-based scripts; automate Rhino modeling
official/skill/MIT/★ 40k in collection/no key
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser l
official/skill/MIT/★ 40k in collection/no key
Diagnosis loop for hard bugs and performance regressions when a user reports something broken or slow.
skill/MIT/★ 290k/no key
Generates Logging Query Language (LQL) queries for Cloud Logging on Google Cloud from natural language. Use this skill when you need to query log data or when you are debugging issues. You can filter
official/skill/Apache-2.0/★ 21k in collection/no key
Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging, buckets, inference providers, community grant
official/skill/Apache-2.0/★ 11k in collection/no key
Post-train LLMs with TRL (Transformers Reinforcement Learning) — SFT, DPO, GRPO, KTO, and reward-model training. Use when writing or debugging training code with the TRL Python API or the trl CLI.
official/skill/Apache-2.0/★ 11k in collection/no key
Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether operators pe
official/skill/CC-BY-4.0 AND Apache-2.0/★ 3.6k in collection/no key
Who stands behind it
Who stands behind it
