Adding LLM MCP Tools
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/ —…
MCP Testing Strategies with Vitest, Inspector, and Integration Tests
$ npx skills add adeze/raindrop-mcp --skill mcp-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install adeze/raindrop-mcp mcp-testing --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/adeze/raindrop-mcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/mcp-testing .claude/skills/mcp-testing && 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 "mcp-testing" agent skill from https://github.com/adeze/raindrop-mcp/tree/master/.github/skills/mcp-testing into .claude/skills/mcp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-testing", 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/adeze/raindrop-mcp/tree/master/.github/skills/mcp-testingType 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 adeze/raindrop-mcp --skill mcp-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install adeze/raindrop-mcp mcp-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/adeze/raindrop-mcp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/mcp-testing .agents/skills/mcp-testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mcp-testing" agent skill from https://github.com/adeze/raindrop-mcp/tree/master/.github/skills/mcp-testing into .agents/skills/mcp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-testing", 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 adeze/raindrop-mcp --skill mcp-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install adeze/raindrop-mcp mcp-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/adeze/raindrop-mcp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/mcp-testing .cursor/skills/mcp-testing && 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 "mcp-testing" agent skill from https://github.com/adeze/raindrop-mcp/tree/master/.github/skills/mcp-testing into .cursor/skills/mcp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-testing", 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/adeze/raindrop-mcp.git --path .github/skills/mcp-testing--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 adeze/raindrop-mcp --skill mcp-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install adeze/raindrop-mcp mcp-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/adeze/raindrop-mcp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/mcp-testing .gemini/skills/mcp-testing && 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 "mcp-testing" agent skill from https://github.com/adeze/raindrop-mcp/tree/master/.github/skills/mcp-testing into .gemini/skills/mcp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-testing", 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 adeze/raindrop-mcp mcp-testingInstalls 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 adeze/raindrop-mcp --skill mcp-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/adeze/raindrop-mcp.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/mcp-testing .github/skills/mcp-testing && 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 "mcp-testing" agent skill from https://github.com/adeze/raindrop-mcp/tree/master/.github/skills/mcp-testing into .github/skills/mcp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-testing", 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 adeze/raindrop-mcp --skill mcp-testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install adeze/raindrop-mcp mcp-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/adeze/raindrop-mcp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/mcp-testing .opencode/skills/mcp-testing && 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 "mcp-testing" agent skill from https://github.com/adeze/raindrop-mcp/tree/master/.github/skills/mcp-testing into .opencode/skills/mcp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mcp-testing", 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.
mcp-testingMCP Testing Strategies with Vitest, Inspector, and Integration Tests
MCP Testing is an agent skill from adeze/raindrop-mcp. MCP Testing Strategies with Vitest, Inspector, and Integration Tests
Its SKILL.md is about 1.6k 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 Unit testing, MCP servers and Integration testing. It works with Model Context Protocol, Vitest and Visual Studio Code. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 5b1e7f9. 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.
Shell commands in SKILL.md call:
bunFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
vitest.devmodelcontextprotocol.iogithub.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
MCP Testing loads about 1.6k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 285 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 adeze/raindrop-mcp at commit 5b1e7f9, republished under its MIT licence (© adeze). 285 words, ~1,568 tokens.
.claude/skills/mcp-testing/SKILL.md (or your agent's skills folder).Modern testing strategies for Model Context Protocol (MCP) servers developed in VS Code using TypeScript, Bun, and Vitest.
import { describe, it, expect, beforeEach } from "vitest";
import { Client } from "@modelcontextprotocol/sdk/client/index.js";
import { InMemoryTransport } from "@modelcontextprotocol/sdk/testing/inMemoryTransport.js";
import { RaindropMCPService } from "../src/services/raindropmcp.service.js";
describe("RaindropMCPService Tools", () => {
let service: RaindropMCPService;
let transport: InMemoryTransport;
let client: Client;
beforeEach(async () => {
service = new RaindropMCPService();
transport = new InMemoryTransport(service.getServer());
client = new Client(
{
name: "test-client",
version: "1.0.0",
},
{ capabilities: {} },
);
await client.connect(transport);
});
it("should list available tools", async () => {
const tools = await client.listTools();
expect(tools.tools.length).toBeGreaterThan(0);
expect(tools.tools.map((t) => t.name)).toContain("collection_list");
});
it("should call a tool with valid input", async () => {
const result = await client.callTool({
name: "collection_list",
arguments: {},
});
expect(result).toBeDefined();
expect(result.content).toBeDefined();
});
});RaindropService for isolated tool testingTerminal > Run Task > "Debug HTTP Server with Inspector" (or STDIO variant)
http://localhost:3000 (or via auto-opened browser)Manual Inspection Flow:
diagnostics tool → view server version and enabled toolscollection_list → see resource links to collectionsRecord & Replay:
import { describe, it, expect } from "vitest";
import { RaindropMCPService } from "../src/services/raindropmcp.service.js";
describe("Tool Schema Snapshots", () => {
let service: RaindropMCPService;
beforeEach(() => {
service = new RaindropMCPService();
});
it("should maintain consistent tool schemas", async () => {
const tools = await service.listTools();
expect(tools).toMatchSnapshot();
});
});bun run test:coverageGenerates coverage reports showing:
bun test --watchit("should handle concurrent tool calls", async () => {
const promises = Array.from({ length: 10 }, () =>
client.callTool({
name: "collection_list",
arguments: {},
}),
);
const results = await Promise.all(promises);
expect(results).toHaveLength(10);
expect(results.every((r) => r.content)).toBe(true);
});it("should respond within acceptable latency", async () => {
const start = performance.now();
await client.callTool({
name: "bookmark_search",
arguments: { search: "test" },
});
const duration = performance.now() - start;
expect(duration).toBeLessThan(5000); // 5s timeout for API calls
});it("should fetch and validate collection resources", async () => {
const resources = await client.listResources();
const collectionPattern = resources.resources.find((r) =>
r.uri.includes("mcp://collection/"),
);
expect(collectionPattern).toBeDefined();
// Read a specific collection
const resourceData = await client.readResource({
uri: "mcp://collection/12345",
});
expect(resourceData).toBeDefined();
expect(Array.isArray(resourceData)).toBe(true);
expect(resourceData[0].text).toBeDefined();
});it("should handle invalid resource URIs gracefully", async () => {
expect(async () => {
await client.readResource({ uri: "mcp://invalid/xyz" });
}).rejects.toThrow();
});{
"devDependencies": {
"vitest": "^4.0.0",
"@vitest/coverage-v8": "^1.0.0",
"@vitest/ui": "^1.0.0",
"happy-dom": "^13.0.0"
}
}{
"devDependencies": {
"eslint": "^9.0.0",
"@typescript-eslint/eslint-plugin": "^8.0.0",
"@typescript-eslint/parser": "^8.0.0",
"eslint-config-prettier": "^9.0.0",
"prettier": "^3.0.0"
}
}{
"devDependencies": {
"@modelcontextprotocol/inspector": "^1.0.0"
}
}© adeze, 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/mcp-testing of adeze/raindrop-mcp.
Open the folder on GitHubat commit 5b1e7f9
MCP Testing 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 |
|---|---|---|---|---|---|---|
| MCP Testing this skilladeze/raindrop-mcp | 188 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Adding LLM MCP ToolsTriliumNext/Trilium | 38k | — | ~2.5k | Automated safety check: Pass | AGPL-3.0 | |
| Designing TestsCloudAI-X/claude-workflow-v2 | 1.4k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Sapui5secondsky/sap-skills | 460 | — | ~4.1k | Automated safety check: Pass | GPL-3.0 | |
| Frontmcp Testingagentfront/frontmcp | 146 | — | ~10k | Automated safety check: Notes | Apache-2.0 | |
| Hilla TestAI-Unified-Process/marketplace | 140 | — | ~3.9k | Automated safety check: Warn | Apache-2.0 |
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/ —…
CloudAI-X/claude-workflow-v2
Designs and implements testing strategies for any codebase. An agent skill from CloudAI-X/claude-workflow-v2.
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…
agentfront/frontmcp
A skill your agent uses for anything about testing FrontMCP servers: writing or running unit, integration, and E2E tests and reaching the 95%+ coverage bar.
AI-Unified-Process/marketplace
Creates tests for Hilla use cases on both sides of the browser boundary: Vitest + React Testing Library tests for the React/TypeScript view (with the generated endpoint clients mocked) and Spring…
vishiri/fantasia-archive
Project Arbor MCP code graph: callers/callees, impact, map, file graph.
adeze/raindrop-mcp
MCP Protocol Inspection and Debugging with Inspector CLI. An agent skill from adeze/raindrop-mcp.
adeze/raindrop-mcp
Refactoring MCP Tools for Better LLM Integration and Usability
adeze/raindrop-mcp
Publishing and release workflow with semantic-release and GitHub Actions
adeze/raindrop-mcp
MCPB (Model Context Protocol Bundle) Packaging and Distribution
adeze/raindrop-mcp
MCP Server Development Patterns and Best Practices. An agent skill from adeze/raindrop-mcp.
Categories
MCP Testing Strategies with Vitest, Inspector, and Integration Tests. MCP Testing is an agent skill from adeze/raindrop-mcp.
MCP Testing fits situations like: tasks that involve Unit testing; tasks that involve MCP servers; tasks that involve Integration testing.
Run `npx skills add adeze/raindrop-mcp --skill mcp-testing -a claude-code`. Or copy the skill folder (.github/skills/mcp-testing in adeze/raindrop-mcp) into .claude/skills/mcp-testing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add adeze/raindrop-mcp --skill mcp-testing -a codex`. Or copy the skill folder (.github/skills/mcp-testing in adeze/raindrop-mcp) into .agents/skills/mcp-testing 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 adeze/raindrop-mcp --skill mcp-testing -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-testing, .gemini/skills/mcp-testing, .github/skills/mcp-testing and .opencode/skills/mcp-testing in your project.
Going by SKILL.md and its folder, MCP Testing needs the command-line tools its instructions call (bun).
SKILL.md names 3 domains. As links in the text: vitest.dev, modelcontextprotocol.io and github.com. 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.
MCP Testing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.3k 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 MCP Testing: Adding LLM MCP Tools (TriliumNext/Trilium, 38k stars), Designing Tests (CloudAI-X/claude-workflow-v2, 1.4k stars), Sapui5 (secondsky/sap-skills, 460 stars) and Frontmcp Testing (agentfront/frontmcp, 146 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
adeze (a GitHub user) maintains it in adeze/raindrop-mcp, which has 188 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on July 24, 2026.
Source: adeze/raindrop-mcp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.