Triage

Community

activeing123

triage

Diagnose and fix broken MCP servers in mcptoon — doctor, health, per-server probes, and the common failure playbook.

Overview

Publisher	activeing123
Repository	`mcptoon`
Skill name	`triage`
Stars	371
Forks	21
Bundled files	Instructions only
License	Apache-2.0
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by activeing123 on GitHub. Read the source before you install it.

Installation

Install the Triage AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/triage
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/activeing123/mcptoon.git /tmp/mcptoon
mkdir -p .claude/skills
cp -r /tmp/mcptoon/plugin/mcptoon-skills/skills/triage .claude/skills/triage

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Triage in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Triage on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Triage is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Triage MCP server failures with mcptoon

Work top-down; stop as soon as the layer with the fault is found.

1. Read the config layer first

bash
mcptoon doctor

Catches: invalid JSON, unknown fields, missing binaries for stdio commands, malformed URLs. Fix anything reported before deeper probing.

2. Check connectivity

bash
mcptoon health            # every server, human-readable
mcptoon health --json     # CI/CD friendly, exit 1 if any dead

3. Probe the tool layer

bash
mcptoon list                       # is the server even registered?
mcptoon manifest --compact         # do its tools appear at all?
mcptoon inspect <server> <tool>    # full schema of one tool
mcptoon call <server> <tool> '{}' --toon   # minimal live call

list shows it but manifest does not → the server answers initialize but fails tools/list: read the server's own logs (run its command manually).

Common failures → fixes

Symptom	Likely cause	Fix
doctor: binary not found	command not on PATH	fix PATH, or install the package, or use npx/uvx
health: timeout	server hangs on startup	raise timeout, or fix slow startup; try running the command directly
call: unknown tool	tool toggled off	check the toggle on that tool in config, then `mcptoon sync`
call: schema error	wrong args shape	`mcptoon inspect` the tool and match the inputSchema exactly
stdio: spawn ENOENT	bad command token	command must be one token on PATH or `./relative`; never a shell string
everything dead after edit	config overwritten by hand in agent dir	re-edit `~/.mcptoon/config.json`, run `mcptoon sync`

After fixing

bash
mcptoon sync        # push the repaired config to all agents
mcptoon health      # prove it is green

Frequently asked questions

What does the Triage AI skill do?

Diagnose and fix broken MCP servers in mcptoon — doctor, health, per-server probes, and the common failure playbook.

Why use Triage on TypingMind?

Because you install it once and use it with any model. Triage is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Triage in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/triage. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Triage?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Triage?

As many as you like. As long as a model supports skills, you can use Triage with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Triage AI skill free?

Yes. It is published on GitHub by activeing123 under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Triage MCP server failures with mcptoon

1. Read the config layer first

2. Check connectivity

3. Probe the tool layer

Common failures → fixes

After fixing

Frequently asked questions

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