Crush Configuration
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.
Invoke any MCP (Model Context Protocol) server directly from the CLI via stdio JSON-RPC, with no Claude Code / harness dependency.
$ npx skills add mobius-system/mobius --skill mobius-mcp-stdio-invocation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mobius-system/mobius mobius-mcp-stdio-invocation --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/mobius-system/mobius.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mobius-mcp-stdio-invocation .claude/skills/mobius-mcp-stdio-invocation && 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 "mobius-mcp-stdio-invocation" agent skill from https://github.com/mobius-system/mobius/tree/main/skills/mobius-mcp-stdio-invocation into .claude/skills/mobius-mcp-stdio-invocation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mobius-mcp-stdio-invocation", 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/mobius-system/mobius/tree/main/skills/mobius-mcp-stdio-invocationType 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 mobius-system/mobius --skill mobius-mcp-stdio-invocation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mobius-system/mobius mobius-mcp-stdio-invocation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mobius-system/mobius.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/mobius-mcp-stdio-invocation .agents/skills/mobius-mcp-stdio-invocation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mobius-mcp-stdio-invocation" agent skill from https://github.com/mobius-system/mobius/tree/main/skills/mobius-mcp-stdio-invocation into .agents/skills/mobius-mcp-stdio-invocation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mobius-mcp-stdio-invocation", 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 mobius-system/mobius --skill mobius-mcp-stdio-invocation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mobius-system/mobius mobius-mcp-stdio-invocation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mobius-system/mobius.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/mobius-mcp-stdio-invocation .cursor/skills/mobius-mcp-stdio-invocation && 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 "mobius-mcp-stdio-invocation" agent skill from https://github.com/mobius-system/mobius/tree/main/skills/mobius-mcp-stdio-invocation into .cursor/skills/mobius-mcp-stdio-invocation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mobius-mcp-stdio-invocation", 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/mobius-system/mobius.git --path skills/mobius-mcp-stdio-invocation--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 mobius-system/mobius --skill mobius-mcp-stdio-invocation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mobius-system/mobius mobius-mcp-stdio-invocation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mobius-system/mobius.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/mobius-mcp-stdio-invocation .gemini/skills/mobius-mcp-stdio-invocation && 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 "mobius-mcp-stdio-invocation" agent skill from https://github.com/mobius-system/mobius/tree/main/skills/mobius-mcp-stdio-invocation into .gemini/skills/mobius-mcp-stdio-invocation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mobius-mcp-stdio-invocation", 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 mobius-system/mobius mobius-mcp-stdio-invocationInstalls 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 mobius-system/mobius --skill mobius-mcp-stdio-invocation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mobius-system/mobius.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/mobius-mcp-stdio-invocation .github/skills/mobius-mcp-stdio-invocation && 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 "mobius-mcp-stdio-invocation" agent skill from https://github.com/mobius-system/mobius/tree/main/skills/mobius-mcp-stdio-invocation into .github/skills/mobius-mcp-stdio-invocation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mobius-mcp-stdio-invocation", 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 mobius-system/mobius --skill mobius-mcp-stdio-invocation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mobius-system/mobius mobius-mcp-stdio-invocation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mobius-system/mobius.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/mobius-mcp-stdio-invocation .opencode/skills/mobius-mcp-stdio-invocation && 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 "mobius-mcp-stdio-invocation" agent skill from https://github.com/mobius-system/mobius/tree/main/skills/mobius-mcp-stdio-invocation into .opencode/skills/mobius-mcp-stdio-invocation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mobius-mcp-stdio-invocation", 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.
mobius-mcp-stdio-invocationInvoke any MCP (Model Context Protocol) server directly from the CLI via stdio JSON-RPC, with no Claude Code / harness dependency.
Mobius MCP Stdio Invocation is an agent skill from mobius-system/mobius. Invoke any MCP (Model Context Protocol) server directly from the CLI via stdio JSON-RPC, with no Claude Code / harness dependency. Use when you need to call MCP tools (web search, image understanding, file ops, custom tools) from a shell script, CI job, or a session that doesn't have the MCP auto-loaded. Covers: installing uv/uvx (or npx), spawning the server, the JSON-RPC 2.0 handshake, tools/list discovery, tools/call invocation, and result parsing — with the MiniMax minimax-coding-plan-mcp package as a…
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `mcp_invoke.py`).
It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol, MiniMax and Bash. The repository describes itself as: Self-Evolving Multi-Agent Operation System.
Read from SKILL.md and the folder at commit 5fe32b1. 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.
Ships script files (Python), which the agent can run.
Shell commands in SKILL.md call:
uvxclaudecurlshnpxFrom 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:
api.minimaxi.comastral.shFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
MINIMAX_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Mobius MCP Stdio Invocation loads about 2.9k tokens when it runs. Until then it costs about 144 tokens; SKILL.md has 968 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.
| PyPI (`uvx`) | `curl -LsSf https://astral.sh/uv/install.sh \| sh` (one-time) | `uvx --from <pkg> <entrypoint> -y` |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.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 968 words (~2,915 tokens).
“MCP servers speak JSON-RPC 2.0 over stdio — the server's stdin is the request stream, stdout is the response stream, stderr is for human logs. Any process that can spawn a subprocess and read/write its stdio can be an MCP…”
SKILL.md and 1 other file in skills/mobius-mcp-stdio-invocation of mobius-system/mobius.
Open the folder on GitHubat commit 5fe32b1
Mobius MCP Stdio Invocation 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 |
|---|---|---|---|---|---|---|
| Mobius MCP Stdio Invocation this skillmobius-system/mobius | 138 | — | ~2.9k | Automated safety check: Notes | Custom licence | |
| Crush Configurationcharmbracelet/crush | 29k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Record Demoapify/mcpc | 983 | — | ~3.3k | Automated safety check: Notes | Apache-2.0 | |
| Releasejgravelle/jcodemunch-mcp | 2.7k | — | ~6.5k | Automated safety check: Pass | Custom licence | |
| Mcpcapify/mcpc | 983 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| Tool Selectiondatabricks-solutions/ai-dev-kit | 1.9k | — | ~519 | Automated safety check: Pass | Custom licence |
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.
apify/mcpc
Record or regenerate the mcpc demo GIFs (the README hero docs/images/mcpc-demo.gif and the focused tapes in docs/vhs/) with VHS.
jgravelle/jcodemunch-mcp
Publishing a jMunch release (jcodemunch-mcp, jdocmunch-mcp, jdatamunch-mcp, jragmunch-cli), reviewing/merging/closing PRs, and responding to the community.
apify/mcpc
Use the mcpc CLI to work with MCP (Model Context Protocol) servers from the shell - connect to a server as a persistent session, then list and call tools, read resources, get prompts, and run async…
databricks-solutions/ai-dev-kit
Evaluates whether the agent selected appropriate MCP tools instead of shell workarounds.
okooo5km/Skills4U
Use the local Orchard app to interact with macOS Apple apps and services: Calendar, Reminders, Clock, Mail, Contacts, Notes, Music, Weather, Messages, Location/Maps, and Apple Shortcuts.
mobius-system/mobius
Produce a Mobius self-evolution demo video for requests that ask to show an existing UI, submit the same requirement to the Xiao Mo assistant, implement the requirement, record the changed UI…
mobius-system/mobius
Iterate on the Mobius desktop (Electron) client on a remote Windows machine via aimux — hot-swap app.asar through the bridge, restart the exe, and verify with a screenshot feedback loop.
mobius-system/mobius
Operate a remote machine (Windows, Linux, Mac) that a user has reverse-connected into the mobius.
mobius-system/mobius
Analyze a Mobius project repository and generate a single-file HTML/SVG architecture diagram at .imac/generatedfigures/arch.html, with optional image fallbacks.
mobius-system/mobius
在莫比乌斯 AI 中开发一个新拓展插件 (特殊应用). An agent skill from mobius-system/mobius.
mobius-system/mobius
Mobius 自我测试能力。部署后自动跑、也可手动跑一组 HTTP 冒烟(健康/鉴权/核心读 API/语音配置, 可选写往返), 快速确认重新部署后系统是否真的可用。当你怀疑系统异常、或刚部署完需要验收时使用。
Works with
Categories
Invoke any MCP (Model Context Protocol) server directly from the CLI via stdio JSON-RPC, with no Claude Code / harness dependency. Mobius MCP Stdio Invocation is an agent skill from mobius-system/mobius. Invoke any MCP (Model Context Protocol) server directly from the CLI via stdio JSON-RPC, with no Claude Code / harness dependency.
Mobius MCP Stdio Invocation fits situations like: you need to call MCP tools (web search; image understanding; custom tools) from a shell script; A session that doesnt have the MCP auto-loaded.
Run `npx skills add mobius-system/mobius --skill mobius-mcp-stdio-invocation -a claude-code`. Or copy the skill folder (skills/mobius-mcp-stdio-invocation in mobius-system/mobius) into .claude/skills/mobius-mcp-stdio-invocation in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mobius-system/mobius --skill mobius-mcp-stdio-invocation -a codex`. Or copy the skill folder (skills/mobius-mcp-stdio-invocation in mobius-system/mobius) into .agents/skills/mobius-mcp-stdio-invocation 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 mobius-system/mobius --skill mobius-mcp-stdio-invocation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mobius-mcp-stdio-invocation, .gemini/skills/mobius-mcp-stdio-invocation, .github/skills/mobius-mcp-stdio-invocation and .opencode/skills/mobius-mcp-stdio-invocation in your project.
Going by SKILL.md and its folder, Mobius MCP Stdio Invocation needs Python for the scripts in its folder, the command-line tools its instructions call (uvx, claude, curl, sh and npx) and credentials named MINIMAX_API_KEY. Our summary lists: Python 3; Node.js; A credential in MINIMAX_API_KEY.
SKILL.md names 2 domains. In commands or code: api.minimaxi.com and astral.sh; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pipes a well-known installer script into a shell), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Mobius MCP Stdio Invocation has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 2.9k tokens (SKILL.md is roughly 12k 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 Mobius MCP Stdio Invocation: Crush Configuration (charmbracelet/crush, 29k stars), Record Demo (apify/mcpc, 983 stars), Release (jgravelle/jcodemunch-mcp, 2.7k stars) and Mcpc (apify/mcpc, 983 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mobius-system (a GitHub user) maintains it in mobius-system/mobius, which has 138 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 5, 2026.
Source: mobius-system/mobius on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.