MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
One-time setup — mint a Cognitum Music personal access token and register the cogmusic MCP server with Claude Code
$ npx skills add ruvnet/ruflo --skill music-connect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ruvnet/ruflo music-connect --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/ruvnet/ruflo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ruflo-music/skills/music-connect .claude/skills/music-connect && 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 "music-connect" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-music/skills/music-connect into .claude/skills/music-connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "music-connect", 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/ruvnet/ruflo/tree/main/plugins/ruflo-music/skills/music-connectType 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 ruvnet/ruflo --skill music-connect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ruvnet/ruflo music-connect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ruflo-music/skills/music-connect .agents/skills/music-connect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "music-connect" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-music/skills/music-connect into .agents/skills/music-connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "music-connect", 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 ruvnet/ruflo --skill music-connect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ruvnet/ruflo music-connect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ruflo-music/skills/music-connect .cursor/skills/music-connect && 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 "music-connect" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-music/skills/music-connect into .cursor/skills/music-connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "music-connect", 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/ruvnet/ruflo.git --path plugins/ruflo-music/skills/music-connect--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 ruvnet/ruflo --skill music-connect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ruvnet/ruflo music-connect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ruflo-music/skills/music-connect .gemini/skills/music-connect && 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 "music-connect" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-music/skills/music-connect into .gemini/skills/music-connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "music-connect", 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 ruvnet/ruflo music-connectInstalls 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 ruvnet/ruflo --skill music-connect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ruflo-music/skills/music-connect .github/skills/music-connect && 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 "music-connect" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-music/skills/music-connect into .github/skills/music-connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "music-connect", 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 ruvnet/ruflo --skill music-connect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ruvnet/ruflo music-connect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ruflo-music/skills/music-connect .opencode/skills/music-connect && 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 "music-connect" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-music/skills/music-connect into .opencode/skills/music-connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "music-connect", 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.
music-connectOne-time setup — mint a Cognitum Music personal access token and register the cogmusic MCP server with Claude Code
Music Connect is an agent skill from ruvnet/ruflo. One-time setup — mint a Cognitum Music personal access token and register the cogmusic MCP server with Claude Code
Its SKILL.md is about 810 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: 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory…. The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6c04654. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
BashWebFetchFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
claudenpmFrom 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:
music.cognitum.oneFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
COGMUSIC_TOKENFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Music Connect loads about 806 tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 381 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Bash, WebFetchAutomated 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 ruvnet/ruflo at commit 6c04654, republished under its MIT licence (© ruvnet). 381 words, ~806 tokens.
.claude/skills/music-connect/SKILL.md (or your agent's skills folder).Wires this session up to the user's own Cognitum Music account (music.cognitum.one) via the cogmusic MCP bridge. This is a one-time, per-machine/per-project setup — run it before any other music-* skill if mcp__cogmusic__* tools aren't already loaded.
mcp__cogmusic__* tools are visible yet.claude mcp get cogmusic reports the server missing, disconnected, or unhealthy.Check for an existing, working registration first:
claude mcp get cogmusicIf it reports ✔ Connected, you're already set up — stop here.
If no token was provided, tell the user exactly how to mint one (this step requires their own browser login — you cannot do it for them):
https://music.cognitum.one/mcpcogmcp_ and is shown exactly onceRegister the MCP server once you have the token (never print the full token back to the user in plain chat if avoidable — treat it as a secret; it's fine as a one-time argument to claude mcp add, which stores it in local config, not in conversation history):
claude mcp add cogmusic --env COGMUSIC_TOKEN=cogmcp_... -- npx -y cogmusic@latestPin to cogmusic@0.1.1 or later — earlier 0.1.0 has no fetch timeout and fails
create_production calls that run past Node's ~5-minute default (see
ADR-0001).
Verify:
claude mcp get cogmusicExpect ✔ Connected. If it shows CONNECTION_CLOSED or a 404, the cogmusic npm package version pinned in the command may be stale or unpublished — check npm view cogmusic version and retry with an explicit version.
If registration already exists but is unhealthy, remove and re-add rather than editing config by hand:
claude mcp remove cogmusic -s local
claude mcp add cogmusic --env COGMUSIC_TOKEN=cogmcp_... -- npx -y cogmusic@latestOnce connected, the mcp__cogmusic__* tools (list_productions, get_production, create_production, separate_stems, extract_midi, master) become available — proceed to music-generate or music-list.
music.cognitum.one/mcp — this plugin has no way to mint or revoke one programmatically, and should never attempt to guess, cache elsewhere, or transmit it anywhere other than the local claude mcp add registration.mcp__cogmusic__* tools still aren't listed after a successful claude mcp get cogmusic, tell the user to start a fresh session.© ruvnet, 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 plugins/ruflo-music/skills/music-connect of ruvnet/ruflo.
Open the folder on GitHubat commit 6c04654
Music Connect 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 |
|---|---|---|---|---|---|---|
| Music Connect this skillruvnet/ruflo | 74k | — | ~806 | Automated safety check: Notes | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Crush Configurationcharmbracelet/crush | 29k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Context Mode Output Sandboxmksglu/context-mode | 26k | — | ~4.1k | Automated safety check: Pass | Custom licence |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
charmbracelet/crush
Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.
mksglu/context-mode
Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.
warpdotdev/warp
Migrates the compatible subset of settings and global file-based MCP servers from the Warp desktop app into Warp Agent CLI without exposing credentials or state.
ruvnet/ruflo
Stores, searches, and retrieves successful patterns with HNSW-indexed semantic search so agents can reuse past solutions instead of relearning them.
ruvnet/ruflo
Sets up and drives Ruflo, an npm-installed orchestration layer for multi-agent swarms, persistent memory, routing, hooks and its MCP tool catalog.
ruvnet/ruflo
Runs claude-flow CLI security scans for input validation, path traversal, SQL injection, XSS, hardcoded secrets and known CVEs, and writes an audit report.
ruvnet/ruflo
Applies the SPARC method (specification, pseudocode, architecture, refinement, completion) with 17 specialized modes and multi-agent orchestration, from research to deployment.
ruvnet/ruflo
Coordinates a hierarchical swarm of specialized agents through the claude-flow CLI for work that spans several files or modules at once.
ruvnet/ruflo
Finds models on the Hugging Face router that lack descriptions in chat-ui's prod.yaml and dev.yaml, researches each one and adds short descriptions.
Works with
Categories
One-time setup — mint a Cognitum Music personal access token and register the cogmusic MCP server with Claude Code. Music Connect is an agent skill from ruvnet/ruflo.
Music Connect fits situations like: tasks that involve MCP servers.
Run `npx skills add ruvnet/ruflo --skill music-connect -a claude-code`. Or copy the skill folder (plugins/ruflo-music/skills/music-connect in ruvnet/ruflo) into .claude/skills/music-connect in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ruvnet/ruflo --skill music-connect -a codex`. Or copy the skill folder (plugins/ruflo-music/skills/music-connect in ruvnet/ruflo) into .agents/skills/music-connect 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 ruvnet/ruflo --skill music-connect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/music-connect, .gemini/skills/music-connect, .github/skills/music-connect and .opencode/skills/music-connect in your project.
Going by SKILL.md and its folder, Music Connect needs the command-line tools its instructions call (claude and npm) and credentials named COGMUSIC_TOKEN. Our summary lists: Node.js; A credential in COGMUSIC_TOKEN. Its frontmatter pre-approves these tools: Bash, WebFetch.
SKILL.md names 1 domain. In commands or code: music.cognitum.one; 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 notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Music Connect is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 806 tokens (SKILL.md is roughly 3.2k 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 Music Connect: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Crush Configuration (charmbracelet/crush, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ruvnet (a GitHub user) maintains it in ruvnet/ruflo, which has 74,222 GitHub stars. The repository holds 265 skills in this directory. The repository was last updated on October 10, 2026.
Source: ruvnet/ruflo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.