Setting Up Papergraph
lotchuazzz-crypto/papergraph-mcp
A skill your agent uses when a user has cloned PaperGraph MCP and asks to install, initialize, configure, set up, or start using it with an agent or MCP client.
Scaffold an MCP App tool + UI resource pair. An agent skill from cyanheads/pubmed-mcp-server.
$ npx skills add cyanheads/pubmed-mcp-server --skill add-app-tool -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cyanheads/pubmed-mcp-server add-app-tool --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/cyanheads/pubmed-mcp-server.git skills-src && mkdir -p .claude/skills && cp -r skills-src/framework-skills/add-app-tool .claude/skills/add-app-tool && 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 "add-app-tool" agent skill from https://github.com/cyanheads/pubmed-mcp-server/tree/main/framework-skills/add-app-tool into .claude/skills/add-app-tool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-app-tool", 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/cyanheads/pubmed-mcp-server/tree/main/framework-skills/add-app-toolType 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 cyanheads/pubmed-mcp-server --skill add-app-tool -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cyanheads/pubmed-mcp-server add-app-tool --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cyanheads/pubmed-mcp-server.git skills-src && mkdir -p .agents/skills && cp -r skills-src/framework-skills/add-app-tool .agents/skills/add-app-tool && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "add-app-tool" agent skill from https://github.com/cyanheads/pubmed-mcp-server/tree/main/framework-skills/add-app-tool into .agents/skills/add-app-tool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-app-tool", 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 cyanheads/pubmed-mcp-server --skill add-app-tool -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cyanheads/pubmed-mcp-server add-app-tool --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cyanheads/pubmed-mcp-server.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/framework-skills/add-app-tool .cursor/skills/add-app-tool && 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 "add-app-tool" agent skill from https://github.com/cyanheads/pubmed-mcp-server/tree/main/framework-skills/add-app-tool into .cursor/skills/add-app-tool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-app-tool", 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/cyanheads/pubmed-mcp-server.git --path framework-skills/add-app-tool--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 cyanheads/pubmed-mcp-server --skill add-app-tool -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cyanheads/pubmed-mcp-server add-app-tool --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cyanheads/pubmed-mcp-server.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/framework-skills/add-app-tool .gemini/skills/add-app-tool && 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 "add-app-tool" agent skill from https://github.com/cyanheads/pubmed-mcp-server/tree/main/framework-skills/add-app-tool into .gemini/skills/add-app-tool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-app-tool", 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 cyanheads/pubmed-mcp-server add-app-toolInstalls 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 cyanheads/pubmed-mcp-server --skill add-app-tool -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/cyanheads/pubmed-mcp-server.git skills-src && mkdir -p .github/skills && cp -r skills-src/framework-skills/add-app-tool .github/skills/add-app-tool && 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 "add-app-tool" agent skill from https://github.com/cyanheads/pubmed-mcp-server/tree/main/framework-skills/add-app-tool into .github/skills/add-app-tool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-app-tool", 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 cyanheads/pubmed-mcp-server --skill add-app-tool -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cyanheads/pubmed-mcp-server add-app-tool --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cyanheads/pubmed-mcp-server.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/framework-skills/add-app-tool .opencode/skills/add-app-tool && 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 "add-app-tool" agent skill from https://github.com/cyanheads/pubmed-mcp-server/tree/main/framework-skills/add-app-tool into .opencode/skills/add-app-tool/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-app-tool", 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.
add-app-toolScaffold an MCP App tool + UI resource pair. An agent skill from cyanheads/pubmed-mcp-server.
Add App Tool is an agent skill from cyanheads/pubmed-mcp-server. Scaffold an MCP App tool + UI resource pair. Use when the user asks to add a tool with interactive UI, create an MCP App, or build a visual/interactive tool.
Its SKILL.md is about 3.2k 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 Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP. The licence is Apache-2.0.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 5a417fb. 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.
Hosts in commands or code, which the agent is likely to contact:
unpkg.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.
Add App Tool loads about 3.2k tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 999 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 cyanheads/pubmed-mcp-server at commit 5a417fb, republished under its Apache-2.0 licence (© cyanheads). 999 words, ~3,165 tokens.
.claude/skills/add-app-tool/SKILL.md (or your agent's skills folder).App tools are rarely the right choice. Reach for one only when all of the following hold:
format() text fallback you have to maintain anyway.App tools cost more than standard tools: an iframe + CSP setup, app.ontoolresult / callServerTool plumbing, host-context wiring (theme, fonts, styles), and a format() text path that has to be content-complete because most clients see only that. Two surfaces to keep in sync, two failure modes per change.
Default to add-tool. This skill is the how-to once that bar is cleared — the "whether to" decision belongs in design-mcp-server.
MCP Apps extend the standard tool pattern with an interactive HTML UI rendered in a sandboxed iframe by the host. Each MCP App consists of two definitions:
.app-tool.ts) — uses appTool() builder, declares resourceUri pointing to the UI resource.app-resource.ts) — uses appResource() builder, serves the bundled HTMLBoth builders are exported from @cyanheads/mcp-ts-core. They handle _meta.ui.resourceUri, the compat key (ui/resourceUri), and the correct MIME type (text/html;profile=mcp-app) automatically.
For the full API, Context interface, and error codes, read the framework's CLAUDE.md/AGENTS.md (loaded at session start).
add-tool instead. Then gather the tool's name, purpose, input/output shape, and what the UI should display from the user's request — ask only if genuinely absentui://{{tool-name}}/app.htmlsrc/mcp-server/tools/definitions/{{tool-name}}.app-tool.tssrc/mcp-server/resources/definitions/{{tool-name}}-ui.app-resource.tscreateApp() arrays (directly in src/index.ts for fresh scaffolds, or via barrels if the repo already has them)bun run devcheck — the linter validates _meta.ui and cross-checks tool/resource pairingbun run rebuild && bun run start:stdio < /dev/null (or start:http) — the Core services constructed log record must list the tool in its tools field and its UI resource in resources (the message text shows only counts)/**
* @fileoverview {{TOOL_DESCRIPTION}}
* @module mcp-server/tools/definitions/{{TOOL_NAME}}.app-tool
*/
import { appTool, z } from '@cyanheads/mcp-ts-core';
const UI_RESOURCE_URI = 'ui://{{tool-name}}/app.html';
export const {{TOOL_EXPORT}} = appTool('{{tool_name}}', {
resourceUri: UI_RESOURCE_URI,
title: '{{TOOL_TITLE}}',
description: '{{TOOL_DESCRIPTION}}',
annotations: { readOnlyHint: true },
input: z.object({
// All fields need .describe(). Only JSON-Schema-serializable Zod types allowed.
}),
output: z.object({
// All fields need .describe(). Only JSON-Schema-serializable Zod types allowed.
}),
// auth: ['tool:{{tool_name}}:read'],
async handler(input, ctx) {
ctx.log.info('Processing', { /* relevant input fields */ });
return { /* output */ };
},
// format() serves dual purpose for app tools:
// 1. First text block: JSON for the UI (app.ontoolresult parses it)
// 2. Subsequent blocks: human-readable, content-complete fallback for non-app hosts and LLM context
format(result) {
return [
{ type: 'text', text: JSON.stringify(result) },
{ type: 'text', text: '/* human-readable summary with all LLM-needed fields */' },
];
},
});/**
* @fileoverview UI resource for {{TOOL_NAME}}.
* @module mcp-server/resources/definitions/{{TOOL_NAME}}-ui.app-resource
*/
import { appResource, z } from '@cyanheads/mcp-ts-core';
const ParamsSchema = z.object({}).describe('No parameters. Returns the static HTML app.');
const APP_HTML = `<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<title>{{TOOL_TITLE}}</title>
<style>/* your styles */</style>
</head>
<body>
<!-- your UI markup -->
<script type="module">
// PROTOTYPING ONLY — replace before shipping. Bundle via Vite +
// vite-plugin-singlefile or inline the SDK. Live CDN imports require
// CSP whitelisting, add supply-chain risk, and break offline use.
// See UI Notes below.
import {
App,
applyDocumentTheme,
applyHostFonts,
applyHostStyleVariables,
} from "https://unpkg.com/@modelcontextprotocol/ext-apps@2/app-with-deps";
const app = new App({ name: "{{TOOL_TITLE}}", version: "1.0.0" });
function applyHostContext(hostContext) {
if (hostContext?.theme) {
applyDocumentTheme(hostContext.theme);
}
if (hostContext?.styles?.variables) {
applyHostStyleVariables(hostContext.styles.variables);
}
if (hostContext?.styles?.css?.fonts) {
applyHostFonts(hostContext.styles.css.fonts);
}
}
// Receive initial tool result from the host
app.ontoolresult = (result) => {
const text = result.content?.find(c => c.type === "text")?.text;
if (!text) return;
const data = JSON.parse(text);
// render data into the DOM
};
app.onhostcontextchanged = applyHostContext;
// Proactively call tools from the UI
document.getElementById("action-btn").addEventListener("click", async () => {
const result = await app.callServerTool({
name: "{{tool_name}}",
arguments: { /* input */ },
});
// handle result
});
app.connect().then(() => {
const hostContext = app.getHostContext();
if (hostContext) applyHostContext(hostContext);
});
</script>
</body>
</html>`;
export const {{RESOURCE_EXPORT}} = appResource('ui://{{tool-name}}/app.html', {
name: '{{tool-name}}-ui',
title: '{{TOOL_TITLE}} UI',
description: 'Interactive HTML app for {{tool_name}}.',
params: ParamsSchema,
// auth: ['resource:{{tool-name}}-ui:read'],
_meta: {
ui: {
csp: { resourceDomains: ['https://unpkg.com'] },
},
},
handler(_params, ctx) {
ctx.log.debug('Serving app UI.', { resourceUri: ctx.uri?.href });
return APP_HTML;
},
});No list callback: ui://{{tool-name}}/app.html has no template variables, so it registers as a fixed resource that resources/list already reports. Registration ignores list on a variable-free URI.
Ship self-contained HTML. Author with Vite + vite-plugin-singlefile or inline the SDK. Live CDN imports in a ui:// resource are a CSP footgun (every domain has to be whitelisted on _meta.ui.csp.resourceDomains), a supply-chain footgun (third-party JS executes inside the host's iframe), and a runtime footgun (every render needs network). The unpkg line in the template is for prototyping only.
CSP. MCP Apps iframes run under deny-by-default CSP. With appResource(), put _meta.ui.csp.resourceDomains on the definition; the builder mirrors it into returned resources/read content items. With plain resource(), attach _meta.ui yourself in format().
Adopt the host's visual identity, don't impose your own. App UIs render inside the host's iframe alongside its native UI. Three host hooks layer on top of your CSS:
applyDocumentTheme(hostContext.theme) — sets color-scheme and a data-theme attribute on <html>applyHostStyleVariables(hostContext.styles.variables) — installs host CSS custom properties on :root. The MCP Apps spec fixes the names (McpUiStyleVariableKey): --color-background-primary, --color-text-primary, --color-border-primary, --font-sans, --border-radius-md, and so on. A host may send any subset.applyHostFonts(hostContext.styles.css.fonts) — installs @font-face rules for the host's font stackAuthor CSS to consume these via var(--color-background-primary, var(--bg)) — the host variable first, a local token as the fallback. Don't hardcode brand colors that fight the host.
Pre-connect baseline. app.connect() is async — host context arrives a frame or two after first paint. Without a baseline, the UI flashes unstyled or wrong-themed on light hosts. Ship local tokens with a light default, a prefers-color-scheme dark override, and a data-theme pin so the first frame is sensible:
:root { color-scheme: light dark; --bg: #fff; --fg: #111; }
@media (prefers-color-scheme: dark) { :root:not([data-theme="light"]) { --bg: #0c0d12; --fg: #ededef; } }
:root[data-theme="dark"] { --bg: #0c0d12; --fg: #ededef; }
body { background: var(--color-background-primary, var(--bg)); color: var(--color-text-primary, var(--fg)); }Once host context is applied, the host's variables win; the local tokens cover the gap before it arrives and any variable the host omits.
format() for app tools. The first text content block is typically JSON that the UI parses via ontoolresult. Additional blocks are the human-readable fallback that non-app hosts and LLMs consume — they must render every field the LLM needs to reason about. JSON-only payloads leave model-visible context blind.
App resource format(). appResource() already preserves raw HTML for the default app MIME type and mirrors definition _meta.ui into content items. Add a custom format() only when you need extra per-read metadata or non-default content shaping.
// src/index.ts (fresh scaffold default)
import { createApp } from '@cyanheads/mcp-ts-core';
import { {{TOOL_EXPORT}} } from './mcp-server/tools/definitions/{{tool-name}}.app-tool.js';
import { {{RESOURCE_EXPORT}} } from './mcp-server/resources/definitions/{{tool-name}}-ui.app-resource.js';
await createApp({
tools: [{{TOOL_EXPORT}}],
resources: [{{RESOURCE_EXPORT}}],
prompts: [/* existing prompts */],
});If the repo already uses definitions/index.ts barrels, update those instead of changing the registration pattern.
src/mcp-server/tools/definitions/{{tool-name}}.app-tool.ts using appTool()src/mcp-server/resources/definitions/{{tool-name}}-ui.app-resource.ts using appResource()resourceUri matches between tool and resource (ui://{{tool-name}}/app.html).describe(), only JSON-Schema-serializable typesformat() first block is JSON.stringify(result) — the full output object for the UI to parse via app.ontoolresult. Subsequent blocks are human-readable, content-complete fallback for non-app hosts and LLMs_meta.ui.csp.resourceDomains lists every external domain loaded by the UIapp.ontoolresultapp.onhostcontextchangedvar(--color-background-primary, var(--bg))) over a light/dark baselinelist callback on the fixed ui://…/app.html resource — resources/list already reports itcreateApp() arrays (directly or via barrels)createMockContext(), or add-test skill run to scaffold the test filebun run devcheck passes (linter validates _meta.ui and tool/resource pairing)bun run rebuild && bun run start:stdio < /dev/null (or start:http); the Core services constructed record lists the tool in tools and its UI resource in resourcesmcp-ts-core app-render; field-test skill, Step 6): initialized is true, errors and cspViolations are empty, and the screenshot shows the tool result© cyanheads, Apache-2.0. 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 framework-skills/add-app-tool of cyanheads/pubmed-mcp-server.
Open the folder on GitHubat commit 5a417fb
Add App Tool 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 |
|---|---|---|---|---|---|---|
| Add App Tool this skillcyanheads/pubmed-mcp-server | 156 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| Setting Up Papergraphlotchuazzz-crypto/papergraph-mcp | 285 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Just PRs MCPClawBio/ClawBio | 1.2k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Patsnap Current Awarenesspatsnap/mcp | 113 | — | ~671 | Automated safety check: Pass | Apache-2.0 | |
| Patsnap Scientific Translational Evidencepatsnap/mcp | 113 | — | ~728 | Automated safety check: Pass | Apache-2.0 | |
| Peer Review Loophashgraph-online/awesome-codex-plugins | 1.3k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 |
lotchuazzz-crypto/papergraph-mcp
A skill your agent uses when a user has cloned PaperGraph MCP and asks to install, initialize, configure, set up, or start using it with an agent or MCP client.
ClawBio/ClawBio
Compute evidence-aware polygenic risk scores from a local VCF or WGS file through the validated just-prs engine and a pinned local just-prs MCP server.
patsnap/mcp
Patsnap Current Awareness MCP for AI agents. An agent skill from patsnap/mcp.
patsnap/mcp
Patsnap Scientific & Translational Evidence MCP for AI agents.
hashgraph-online/awesome-codex-plugins
Peer Review Ralph Loop — combines Cavekit kits with a Ralph Loop and true cross-model peer review using Codex (OpenAI).
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
cyanheads/pubmed-mcp-server
Scaffold a new MCP prompt template. An agent skill from cyanheads/pubmed-mcp-server.
cyanheads/pubmed-mcp-server
Scaffold a new MCP resource definition. An agent skill from cyanheads/pubmed-mcp-server.
cyanheads/pubmed-mcp-server
Scaffold a new service integration. An agent skill from cyanheads/pubmed-mcp-server.
cyanheads/pubmed-mcp-server
Scaffold a test file for an existing tool, resource, or service.
cyanheads/pubmed-mcp-server
Authentication, authorization, and multi-tenancy patterns for @cyanheads/mcp-ts-core.
cyanheads/pubmed-mcp-server
Stand up a persistent, self-refreshing local mirror of a bulk upstream dataset with the MirrorService (@cyanheads/mcp-ts-core/mirror).
Works with
Categories
Scaffold an MCP App tool + UI resource pair. An agent skill from cyanheads/pubmed-mcp-server. Add App Tool is an agent skill from cyanheads/pubmed-mcp-server. Scaffold an MCP App tool + UI resource pair.
Add App Tool fits situations like: the user asks to add a tool with interactive UI; create an MCP App; build a visual/interactive tool.
Run `npx skills add cyanheads/pubmed-mcp-server --skill add-app-tool -a claude-code`. Or copy the skill folder (framework-skills/add-app-tool in cyanheads/pubmed-mcp-server) into .claude/skills/add-app-tool in your project. Claude Code loads it when a task matches its description.
Run `npx skills add cyanheads/pubmed-mcp-server --skill add-app-tool -a codex`. Or copy the skill folder (framework-skills/add-app-tool in cyanheads/pubmed-mcp-server) into .agents/skills/add-app-tool 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 cyanheads/pubmed-mcp-server --skill add-app-tool -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/add-app-tool, .gemini/skills/add-app-tool, .github/skills/add-app-tool and .opencode/skills/add-app-tool in your project.
Going by SKILL.md and its folder, Add App Tool needs the command-line tools its instructions call (bun).
SKILL.md names 1 domain. In commands or code: unpkg.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.
Add App Tool is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.2k tokens (SKILL.md is roughly 13k 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 Add App Tool: Setting Up Papergraph (lotchuazzz-crypto/papergraph-mcp, 285 stars), Just PRs MCP (ClawBio/ClawBio, 1.2k stars), Patsnap Current Awareness (patsnap/mcp, 113 stars) and Patsnap Scientific Translational Evidence (patsnap/mcp, 113 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
cyanheads (a GitHub user) maintains it in cyanheads/pubmed-mcp-server, which has 156 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 4, 2026.
Source: cyanheads/pubmed-mcp-server on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.