Agentacct Workflow
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.
Connect any AI agent to MCP servers through mcptoon — one config synced everywhere, one stdio gateway, 99.2% fewer tokens on tool discovery.
Install Connect
$ npx skills add activeing123/mcptoon --skill connect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install activeing123/mcptoon 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/activeing123/mcptoon.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugin/mcptoon-skills/skills/connect .claude/skills/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 "connect" agent skill from https://github.com/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/connect into .claude/skills/connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/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 activeing123/mcptoon --skill connect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install activeing123/mcptoon connect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/activeing123/mcptoon.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugin/mcptoon-skills/skills/connect .agents/skills/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 "connect" agent skill from https://github.com/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/connect into .agents/skills/connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 activeing123/mcptoon --skill connect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install activeing123/mcptoon connect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/activeing123/mcptoon.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugin/mcptoon-skills/skills/connect .cursor/skills/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 "connect" agent skill from https://github.com/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/connect into .cursor/skills/connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/activeing123/mcptoon.git --path plugin/mcptoon-skills/skills/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 activeing123/mcptoon --skill connect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install activeing123/mcptoon connect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/activeing123/mcptoon.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugin/mcptoon-skills/skills/connect .gemini/skills/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 "connect" agent skill from https://github.com/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/connect into .gemini/skills/connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 activeing123/mcptoon 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 activeing123/mcptoon --skill connect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/activeing123/mcptoon.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugin/mcptoon-skills/skills/connect .github/skills/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 "connect" agent skill from https://github.com/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/connect into .github/skills/connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 activeing123/mcptoon --skill 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 activeing123/mcptoon connect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/activeing123/mcptoon.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugin/mcptoon-skills/skills/connect .opencode/skills/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 "connect" agent skill from https://github.com/activeing123/mcptoon/tree/main/plugin/mcptoon-skills/skills/connect into .opencode/skills/connect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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.
Facts
- Skill name
connect- GitHub stars
- 214
- Used in
- 1 other repo
- Token cost
- ~701 tokens
- SKILL.md length
- 214 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Connect any AI agent to MCP servers through mcptoon — one config synced everywhere, one stdio gateway, 99.2% fewer tokens on tool discovery.
- Tasks that involve MCP servers
- SKILL.md covers First move: look before you…, Add servers, Sync one config to every agent and Expose everything through one…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve LLM cost and token optimization
What it does
Connect is an agent skill from activeing123/mcptoon. Connect any AI agent to MCP servers through mcptoon — one config synced everywhere, one stdio gateway, 99.2% fewer tokens on tool discovery.
Its SKILL.md is about 700 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 and LLM cost and token optimization. It works with Model Context Protocol and Python. The repository describes itself as: One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 - 581 tokens (-99.2%, measured), schemas stay out… The licence is Apache-2.0.
When your agent uses it
- Tasks that involve MCP servers
- Tasks that involve LLM cost and token optimization
Example prompts
- “/connect”
What it can do on your machine
Read from SKILL.md and the folder at commit 5ef92c1. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and json).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Connect loads about 701 tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 214 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from activeing123/mcptoon at commit 5ef92c1, republished under its Apache-2.0 licence (© activeing123). 214 words, ~701 tokens.
Download SKILL.mdSave it as
.claude/skills/connect/SKILL.md (or your agent's skills folder).- name
- connect
- description
- Connect any AI agent to MCP servers through mcptoon — one config synced everywhere, one stdio gateway, 99.2% fewer tokens on tool discovery.
Connect agents to MCP servers with mcptoon
mcptoon keeps one config (~/.mcptoon/config.json) as the single source of truth
for every MCP server an agent may use. It syncs that config into Claude Desktop,
Claude Code, Cursor, Codex, Cline, Windsurf and VS Code, and can expose all
servers through one stdio gateway (mcptoon serve).
First move: look before you change anything
mcptoon list # what servers are configured right now
mcptoon doctor # config syntax + connectivity diagnosisIf doctor reports problems, fix those before adding anything new.
Add servers
mcptoon discover # scan + probe locally installed MCP servers
mcptoon discover --write # and write what was found into config
mcptoon add <name> --help # see add options for stdio/http servers
mcptoon install <name> --npm @scope/pkg # from npm
mcptoon install <name> --pip pkg # from pip
mcptoon install <name> --url https://host/mcp # streamable-http / sseAfter editing ~/.mcptoon/config.json by hand, validate with mcptoon doctor.
Sync one config to every agent
mcptoon sync # write config into all detected agents
mcptoon sync --dry # preview only
mcptoon sync --agent claude # one agent onlyExpose everything through one gateway (recommended for agents)
Instead of registering N servers in an agent, register ONE:
{ "mcpServers": { "mcptoon": { "command": "mcptoon", "args": ["serve"] } } }mcptoon serve speaks MCP over stdio and forwards to every configured server.
Benefits: one entry in the agent config, tool lists stay compact, and Plugin
skills appear as MCP prompts automatically.
Token efficiency flags
Tool manifests can be huge. When calling mcptoon from a terminal, keep output small on purpose:
mcptoon manifest --toon # standard TOON format (~34% saved)
mcptoon manifest --slim # ultra-compact schemas (93% saved)
mcptoon manifest --compact # names only (99.2% saved)
mcptoon search <query> # find a tool without dumping the whole manifest
mcptoon inspect <server> <tool> # full schema for exactly one toolToggles
Single tools can be disabled without removing the server (agents then never see
them): toggle in ~/.mcptoon/config.json on the server entry, then mcptoon sync.
Rules of thumb
- Never edit agent-side config files directly; edit mcptoon's config and
sync. mcptoon watch(if running) syncs on every save.- Verify with
mcptoon health— exit code 1 means something is down (CI-friendly).
© activeing123, 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
Files
Just SKILL.md in plugin/mcptoon-skills/skills/connect of activeing123/mcptoon.
Open the folder on GitHubat commit 5ef92c1
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in activeing123/mcptoon, which our catalogue first saw on October 7, 2026.
Compare with similar skills
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 |
|---|---|---|---|---|---|---|
| Connect this skillactiveing123/mcptoon | 214 | 1 repos | ~701 | Automated safety check: Pass | Apache-2.0 | |
| Agentacct Workflowmikehasa/agentacct | 765 | — | ~1.6k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Fastmcp Client CLIPrefectHQ/fastmcp | 28k | 1 repos | ~823 | Automated safety check: Pass | Apache-2.0 | |
| Context Mode Output Sandboxmksglu/context-mode | 26k | — | ~4.1k | Automated safety check: Pass | Custom licence |
Similar skills
- Official
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.
MCP Server Builder
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.
Fastmcp Client CLI
PrefectHQ/fastmcp
Query and invoke tools on MCP servers using fastmcp list and fastmcp call.
Context Mode Output Sandbox
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.
MemPalace Setup and Operation
MemPalace/mempalace
Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization.
More from activeing123/mcptoon
Authoring
activeing123/mcptoon
Add or edit an MCP server entry in mcptoon's config correctly — stdio/streamable-http/sse shapes, command rules, placeholders, and validation.
Triage
activeing123/mcptoon
Diagnose and fix broken MCP servers in mcptoon — doctor, health, per-server probes, and the common failure playbook.
Related
Works with
Categories
Questions about Connect
What does Connect do?
Connect any AI agent to MCP servers through mcptoon — one config synced everywhere, one stdio gateway, 99.2% fewer tokens on tool discovery. Connect is an agent skill from activeing123/mcptoon.2% fewer tokens on tool discovery.
When should I use Connect?
Connect fits situations like: tasks that involve MCP servers; tasks that involve LLM cost and token optimization.
How do I install Connect in Claude Code?
Run `npx skills add activeing123/mcptoon --skill connect -a claude-code`. Or copy the skill folder (plugin/mcptoon-skills/skills/connect in activeing123/mcptoon) into .claude/skills/connect in your project. Claude Code loads it when a task matches its description.
How do I install Connect in Codex?
Run `npx skills add activeing123/mcptoon --skill connect -a codex`. Or copy the skill folder (plugin/mcptoon-skills/skills/connect in activeing123/mcptoon) into .agents/skills/connect in your project. Codex loads it when a task matches its description.
Can I use Connect in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add activeing123/mcptoon --skill 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/connect, .gemini/skills/connect, .github/skills/connect and .opencode/skills/connect in your project.
What does Connect need to run?
SKILL.md names no scripts, command-line tools or credentials: Connect is instructions for the agent only.
Does Connect access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Connect safe to install?
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.
What licence does Connect use?
Connect 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.
How many tokens does Connect use?
About 701 tokens (SKILL.md is roughly 2.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Connect?
Skills that share tags, products or a category with Connect: Agentacct Workflow (mikehasa/agentacct, 765 stars), MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars) and Fastmcp Client CLI (PrefectHQ/fastmcp, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Connect?
activeing123 (a GitHub user) maintains it in activeing123/mcptoon, which has 214 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 7, 2026.
Source: activeing123/mcptoon on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.