MCP Testing
adeze/raindrop-mcp
MCP Testing Strategies with Vitest, Inspector, and Integration Tests
Implement secret-safe HTTP headers for MCP transport in gh-aw.
$ npx skills add github/gh-aw --skill http-mcp-headers -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install github/gh-aw http-mcp-headers --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/http-mcp-headers .claude/skills/http-mcp-headers && rm -rf skills-srcUse ~/.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/
Install the "http-mcp-headers" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/http-mcp-headers into .claude/skills/http-mcp-headers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "http-mcp-headers", 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 install https://github.com/github/gh-aw/tree/main/.github/skills/http-mcp-headersType 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.
$ npx skills add github/gh-aw --skill http-mcp-headers -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install github/gh-aw http-mcp-headers --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/http-mcp-headers .agents/skills/http-mcp-headers && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "http-mcp-headers" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/http-mcp-headers into .agents/skills/http-mcp-headers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "http-mcp-headers", 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.
$ npx skills add github/gh-aw --skill http-mcp-headers -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install github/gh-aw http-mcp-headers --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/http-mcp-headers .cursor/skills/http-mcp-headers && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "http-mcp-headers" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/http-mcp-headers into .cursor/skills/http-mcp-headers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "http-mcp-headers", 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 https://github.com/github/gh-aw.git --path .github/skills/http-mcp-headers--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add github/gh-aw --skill http-mcp-headers -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install github/gh-aw http-mcp-headers --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/http-mcp-headers .gemini/skills/http-mcp-headers && rm -rf skills-srcUse ~/.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/
Install the "http-mcp-headers" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/http-mcp-headers into .gemini/skills/http-mcp-headers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "http-mcp-headers", 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.
$ gh skill install github/gh-aw http-mcp-headersInstalls 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).
$ npx skills add github/gh-aw --skill http-mcp-headers -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/http-mcp-headers .github/skills/http-mcp-headers && rm -rf skills-srcUse ~/.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/
Install the "http-mcp-headers" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/http-mcp-headers into .github/skills/http-mcp-headers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "http-mcp-headers", 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.
$ npx skills add github/gh-aw --skill http-mcp-headers -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install github/gh-aw http-mcp-headers --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/http-mcp-headers .opencode/skills/http-mcp-headers && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "http-mcp-headers" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/http-mcp-headers into .opencode/skills/http-mcp-headers/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "http-mcp-headers", 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.
http-mcp-headersImplement secret-safe HTTP headers for MCP transport in gh-aw.
HTTP MCP Headers is an agent skill from github/gh-aw, published by the product's own GitHub organization. Implement secret-safe HTTP headers for MCP transport in gh-aw.
Its SKILL.md is about 1.2k 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 Testing & QA, covering MCP servers and Integration testing. It works with Model Context Protocol. The repository describes itself as: GitHub Agentic Workflows. The licence is MIT.
2 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit eb63040. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown, json and yaml).
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
mcp.datadoghq.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
DD_API_KEYDD_APPLICATION_KEYCOPILOT_GITHUB_TOKENFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
HTTP MCP Headers loads about 1.2k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 384 words of instructions outside code blocks.
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.
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.
The full file from github/gh-aw at commit eb63040, republished under its MIT licence (© github). 384 words, ~1,209 tokens.
.claude/skills/http-mcp-headers/SKILL.md (or your agent's skills folder).Use this reference for HTTP MCP header secret support in the copilot engine.
When HTTP MCP headers include GitHub Actions secrets, mcp-config.json must:
${{ secrets.DD_API_KEY }})on:
workflow_dispatch:
permissions:
contents: read
engine: copilot
mcp-servers:
datadog:
type: http
url: "https://mcp.datadoghq.com/api/unstable/mcp-server/mcp"
headers:
DD_API_KEY: "${{ secrets.DD_API_KEY }}"
DD_APPLICATION_KEY: "${{ secrets.DD_APPLICATION_KEY }}"
DD_SITE: "${{ secrets.DD_SITE || 'datadoghq.com' }}"
allowed:
- search_datadog_dashboards
- search_datadog_slos
- search_datadog_metrics
- get_datadog_metric
# Datadog Dashboard Search
Search for Datadog dashboards and provide a summary.{
"mcpServers": {
"datadog": {
"type": "http",
"url": "https://mcp.datadoghq.com/api/unstable/mcp-server/mcp",
"headers": {
"DD_API_KEY": "${DD_API_KEY}",
"DD_APPLICATION_KEY": "${DD_APPLICATION_KEY}",
"DD_SITE": "${DD_SITE}"
},
"tools": [
"search_datadog_dashboards",
"search_datadog_slos",
"search_datadog_metrics",
"get_datadog_metric"
],
"env": {
"DD_API_KEY": "\\${DD_API_KEY}",
"DD_APPLICATION_KEY": "\\${DD_APPLICATION_KEY}",
"DD_SITE": "\\${DD_SITE}"
}
}
}
}env:
DD_API_KEY: ${{ secrets.DD_API_KEY }}
DD_APPLICATION_KEY: ${{ secrets.DD_APPLICATION_KEY }}
DD_SITE: ${{ secrets.DD_SITE || 'datadoghq.com' }}
COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}
# ... other env varsGH_AW_MCP_CONFIG is intentionally NOT in the YAML env: block — it is exported from the run script (export GH_AW_MCP_CONFIG="$HOME/.copilot/mcp-config.json") so $HOME is resolved at runtime. GitHub Actions does not shell-expand env: values, so the path must be set via export to work on self-hosted/containerized runners where HOME is not /home/runner.
extractSecretsFromValue(value string) - Extracts secret expressions from a string
${{ secrets.VAR_NAME }} patterns${{ secrets.VAR || 'default' }}extractSecretsFromHeaders(headers map[string]string) - Extracts all secrets from HTTP headers
replaceSecretsWithEnvVars(value string, secrets map[string]string) - Replaces secret expressions with env var references
${{ secrets.DD_API_KEY }} to ${DD_API_KEY}collectHTTPMCPHeaderSecrets(tools map[string]any) - Collects secrets from all HTTP MCP tools
\${VAR_NAME})${{ secrets.* }} syntaxAll tests pass ✓
© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .github/skills/http-mcp-headers of github/gh-aw.
Open the folder on GitHubat commit eb63040
HTTP MCP Headers 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| HTTP MCP Headers this skillgithub/gh-aw | 5.3k | — | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Testingadeze/raindrop-mcp | 188 | — | ~1.6k | Automated safety check: Pass | MIT | |
| remindb Integration Testsradimsem/remindb | 129 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Sapui5secondsky/sap-skills | 460 | — | ~4.1k | Automated safety check: Pass | GPL-3.0 | |
| Qwen Code E2E TestingQwenLM/qwen-code | 28k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Adding LLM MCP ToolsTriliumNext/Trilium | 38k | — | ~2.5k | Automated safety check: Pass | AGPL-3.0 |
adeze/raindrop-mcp
MCP Testing Strategies with Vitest, Inspector, and Integration Tests
radimsem/remindb
Explains how to add an end-to-end test scenario to remindb, choosing between a direct API test and an MCP test and using the shared helpers and fixtures.
secondsky/sap-skills
This skill should be used when developing SAP UI5 applications, including creating freestyle apps, Fiori Elements apps, custom controls, testing, data binding, OData integration, routing, and…
QwenLM/qwen-code
Guides end-to-end testing of the Qwen Code CLI in headless mode with real model calls, MCP test servers and inspection of raw API traffic.
TriliumNext/Trilium
A skill your agent uses when adding, changing, or reviewing an LLM/MCP tool in Trilium (the defineTools definitions under packages/trilium-core/src/services/llm/tools/ —…
mikehasa/agentacct
A skill your agent uses when working in a repo with agentacct MCP configured, or when asked to track coding-agent work, smoke-test agentacct integrations, or report objective AI-agent task evidence.
github/gh-aw
Drives a real browser from the command line with playwright-cli to open pages, interact, mock requests, save state and work with Playwright tests.
github/gh-aw
Designs and verifies a deterministic grader that measures whether a GitHub Agentic Workflow run reached its real-world or repository outcome.
github/gh-aw
Scaffolds, edits, reloads and debugs a canvas extension that the GitHub Copilot CLI can open in its side panel.
github/gh-aw
Drives an open pull request to merge-ready from inside a GitHub Copilot cloud agent, resolving review threads and local checks concurrently, without merging or retriggering CI.
github/gh-aw
Bumps gh-aw's pinned gh-aw-firewall version, rebuilds generated artifacts, and flags upstream spec or schema changes that need follow-up work.
github/gh-aw
Guide to the console struct tag system in gh-aw: headers, titles, number and cost formats, omitempty, and how structs, slices and maps render in the terminal.
Works with
Categories
Implement secret-safe HTTP headers for MCP transport in gh-aw. HTTP MCP Headers is an agent skill from github/gh-aw, published by the product's own GitHub organization. Implement secret-safe HTTP headers for MCP transport in gh-aw.
HTTP MCP Headers fits situations like: tasks that involve MCP servers; tasks that involve Integration testing.
Run `npx skills add github/gh-aw --skill http-mcp-headers -a claude-code`. Or copy the skill folder (.github/skills/http-mcp-headers in github/gh-aw) into .claude/skills/http-mcp-headers in your project. Claude Code loads it when a task matches its description.
Run `npx skills add github/gh-aw --skill http-mcp-headers -a codex`. Or copy the skill folder (.github/skills/http-mcp-headers in github/gh-aw) into .agents/skills/http-mcp-headers in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add github/gh-aw --skill http-mcp-headers -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/http-mcp-headers, .gemini/skills/http-mcp-headers, .github/skills/http-mcp-headers and .opencode/skills/http-mcp-headers in your project.
Going by SKILL.md and its folder, HTTP MCP Headers needs credentials named DD_API_KEY, DD_APPLICATION_KEY and COPILOT_GITHUB_TOKEN. Our summary lists: A credential in DD_API_KEY; A credential in DD_APPLICATION_KEY.
SKILL.md names 1 domain. In commands or code: mcp.datadoghq.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
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.
HTTP MCP Headers is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with HTTP MCP Headers: MCP Testing (adeze/raindrop-mcp, 188 stars), remindb Integration Tests (radimsem/remindb, 129 stars), Sapui5 (secondsky/sap-skills, 460 stars) and Qwen Code E2E Testing (QwenLM/qwen-code, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
github (a GitHub organization, an official publisher) maintains it in github/gh-aw, which has 5,350 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 7, 2026.
Source: github/gh-aw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.