Official agent skill

MCP QA

QA MCP tool changes with local CLI and real agent clients. An agent skill from getsentry/toolkit.

OfficialCustom licenceAuto-check passedAgent Workflows

Install MCP QA

skills CLI

$ npx skills add getsentry/toolkit --skill mcp-qa -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install getsentry/toolkit mcp-qa --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/getsentry/toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/mcp-qa .claude/skills/mcp-qa && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "mcp-qa" agent skill from https://github.com/getsentry/toolkit/tree/main/.agents/skills/mcp-qa into .claude/skills/mcp-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-qa", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/getsentry/toolkit/tree/main/.agents/skills/mcp-qa

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add getsentry/toolkit --skill mcp-qa -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install getsentry/toolkit mcp-qa --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/getsentry/toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/mcp-qa .agents/skills/mcp-qa && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "mcp-qa" agent skill from https://github.com/getsentry/toolkit/tree/main/.agents/skills/mcp-qa into .agents/skills/mcp-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-qa", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add getsentry/toolkit --skill mcp-qa -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install getsentry/toolkit mcp-qa --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/getsentry/toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/mcp-qa .cursor/skills/mcp-qa && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "mcp-qa" agent skill from https://github.com/getsentry/toolkit/tree/main/.agents/skills/mcp-qa into .cursor/skills/mcp-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-qa", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/getsentry/toolkit.git --path .agents/skills/mcp-qa

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add getsentry/toolkit --skill mcp-qa -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install getsentry/toolkit mcp-qa --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/getsentry/toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/mcp-qa .gemini/skills/mcp-qa && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "mcp-qa" agent skill from https://github.com/getsentry/toolkit/tree/main/.agents/skills/mcp-qa into .gemini/skills/mcp-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-qa", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install getsentry/toolkit mcp-qa

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add getsentry/toolkit --skill mcp-qa -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/getsentry/toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/mcp-qa .github/skills/mcp-qa && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "mcp-qa" agent skill from https://github.com/getsentry/toolkit/tree/main/.agents/skills/mcp-qa into .github/skills/mcp-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-qa", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add getsentry/toolkit --skill mcp-qa -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install getsentry/toolkit mcp-qa --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/getsentry/toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/mcp-qa .opencode/skills/mcp-qa && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "mcp-qa" agent skill from https://github.com/getsentry/toolkit/tree/main/.agents/skills/mcp-qa into .opencode/skills/mcp-qa/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-qa", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: mcp-qa
GitHub stars: 917
Token cost: ~1.3k tokens
SKILL.md length: 576 words
Files: 1
Skills in repo: 4
Repo updated: Oct 7, 2026
First seen: Oct 7, 2026
Licence: Custom licence

At a glance

QA MCP tool changes with local CLI and real agent clients. An agent skill from getsentry/toolkit.

Works in 5 steps: Quality Gate → Stdio CLI → Real Agent Clients → …
Explicitly invoked via /mcp-qa
SKILL.md covers 1. Quality Gate, 2. Stdio CLI, 3. Real Agent Clients and 4. Cloudflare HTTP Only When…, plus 1 more section
Calls pnpm and curl

What it does

MCP QA is an agent skill from getsentry/toolkit, published by the product's own GitHub organization. QA MCP tool changes with local CLI and real agent clients. Use when explicitly invoked via /mcp-qa or when asked to QA MCP tool changes end-to-end.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol, Sentry and Cloudflare. The repository describes itself as: Agentic tooling for Sentry.

When your agent uses it

Explicitly invoked via /mcp-qa
Asked to QA MCP tool changes end-to-end

Example prompts

“/mcp-qa”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

Quality Gate
Stdio CLI
Real Agent Clients
Cloudflare HTTP Only When Relevant
Source Build Stdio Only When Relevant

What it can do on your machine

Read from SKILL.md and the folder at commit 626f869. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- pnpm
- curl
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pnpm and curl, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

MCP QA loads about 1.3k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 576 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~39
When it runs · the whole SKILL.md, loaded when a task matches: ~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 576 words (~1,297 tokens).

“Verify MCP tool behavior end-to-end before committing or creating a PR. Prefer agent-callable paths over browser or inspector workflows.”

— opening of SKILL.md by getsentry, Custom licence

name: mcp-qa

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/mcp-qa of getsentry/toolkit.

Open the folder on GitHubat commit 626f869

Compare with similar skills

MCP QA next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

MCP QA compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
MCP QA this skillgetsentry/toolkit	917	—	~1.3k	Automated safety check: Pass	Custom licence	today
Agents SDKcloudflare/skills	3k	2 repos	~3k	Automated safety check: Pass	Apache-2.0	6 days ago
Turnstile Testingjumodada/Drissionpage-MCP-Server	487	—	~1.7k	Automated safety check: Pass	Custom licence	23 days ago
Memoraagentic-box/memora	731	—	~813	Automated safety check: Pass	MIT	9 days ago
Building MCP Server On CloudflareCommandCodeAI/agent-skills	132	—	~1.5k	Automated safety check: Pass	MIT	7 mo ago
MCP ServersPostHog/code	179	—	~1.9k	Automated safety check: Pass	MIT	2 mo ago

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Questions about MCP QA

What does MCP QA do?

QA MCP tool changes with local CLI and real agent clients. An agent skill from getsentry/toolkit. MCP QA is an agent skill from getsentry/toolkit, published by the product's own GitHub organization. QA MCP tool changes with local CLI and real agent clients.

When should I use MCP QA?

MCP QA fits situations like: explicitly invoked via /mcp-qa; asked to QA MCP tool changes end-to-end.

How do I install MCP QA in Claude Code?

Run `npx skills add getsentry/toolkit --skill mcp-qa -a claude-code`. Or copy the skill folder (.agents/skills/mcp-qa in getsentry/toolkit) into .claude/skills/mcp-qa in your project. Claude Code loads it when a task matches its description.

How do I install MCP QA in Codex?

Run `npx skills add getsentry/toolkit --skill mcp-qa -a codex`. Or copy the skill folder (.agents/skills/mcp-qa in getsentry/toolkit) into .agents/skills/mcp-qa in your project. Codex loads it when a task matches its description.

Can I use MCP QA in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add getsentry/toolkit --skill mcp-qa -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mcp-qa, .gemini/skills/mcp-qa, .github/skills/mcp-qa and .opencode/skills/mcp-qa in your project.

What does MCP QA need to run?

Going by SKILL.md and its folder, MCP QA needs the command-line tools its instructions call (pnpm and curl).

Does MCP QA access the network?

SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is MCP QA safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does MCP QA use?

MCP QA has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does MCP QA use?

About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to MCP QA?

Skills that share tags, products or a category with MCP QA: Agents SDK (cloudflare/skills, 3k stars), Turnstile Testing (jumodada/Drissionpage-MCP-Server, 487 stars), Memora (agentic-box/memora, 731 stars) and Building MCP Server On Cloudflare (CommandCodeAI/agent-skills, 132 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains MCP QA?

getsentry (a GitHub organization, an official publisher) maintains it in getsentry/toolkit, which has 917 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 7, 2026.

Source: getsentry/toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

MCP QA

Install MCP QA

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Compare with similar skills

Similar skills

Agents SDK

Turnstile Testing

Memora

Building MCP Server On Cloudflare

MCP Servers

Superset Integration Tools

More from getsentry/toolkit

Logging Observability

MCP Audit

Testing Guidelines

Questions about MCP QA

Install MCP QA

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Compare with similar skills

Similar skills

More from getsentry/toolkit

Related

Questions about MCP QA