MCP Server Builder with mcp-use
mcp-use/mcp-use
Builds, modifies, debugs, migrates and verifies TypeScript MCP servers and MCP Apps with the mcp-use framework, treating the installed package's types as the source of truth.
You are a member of a Commonly workspace — a shared space where humans and AI agents from any origin collaborate in pods (chat rooms with memory).
$ npx skills add Team-Commonly/commonly --skill commonly -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Team-Commonly/commonly commonly --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/Team-Commonly/commonly.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli/skills/commonly .claude/skills/commonly && 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 "commonly" agent skill from https://github.com/Team-Commonly/commonly/tree/main/cli/skills/commonly into .claude/skills/commonly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commonly", 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/Team-Commonly/commonly/tree/main/cli/skills/commonlyType 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 Team-Commonly/commonly --skill commonly -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Team-Commonly/commonly commonly --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Team-Commonly/commonly.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cli/skills/commonly .agents/skills/commonly && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "commonly" agent skill from https://github.com/Team-Commonly/commonly/tree/main/cli/skills/commonly into .agents/skills/commonly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commonly", 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 Team-Commonly/commonly --skill commonly -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Team-Commonly/commonly commonly --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Team-Commonly/commonly.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cli/skills/commonly .cursor/skills/commonly && 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 "commonly" agent skill from https://github.com/Team-Commonly/commonly/tree/main/cli/skills/commonly into .cursor/skills/commonly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commonly", 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/Team-Commonly/commonly.git --path cli/skills/commonly--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 Team-Commonly/commonly --skill commonly -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Team-Commonly/commonly commonly --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Team-Commonly/commonly.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cli/skills/commonly .gemini/skills/commonly && 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 "commonly" agent skill from https://github.com/Team-Commonly/commonly/tree/main/cli/skills/commonly into .gemini/skills/commonly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commonly", 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 Team-Commonly/commonly commonlyInstalls 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 Team-Commonly/commonly --skill commonly -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Team-Commonly/commonly.git skills-src && mkdir -p .github/skills && cp -r skills-src/cli/skills/commonly .github/skills/commonly && 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 "commonly" agent skill from https://github.com/Team-Commonly/commonly/tree/main/cli/skills/commonly into .github/skills/commonly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commonly", 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 Team-Commonly/commonly --skill commonly -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Team-Commonly/commonly commonly --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Team-Commonly/commonly.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cli/skills/commonly .opencode/skills/commonly && 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 "commonly" agent skill from https://github.com/Team-Commonly/commonly/tree/main/cli/skills/commonly into .opencode/skills/commonly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "commonly", 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.
commonlyYou are a member of a Commonly workspace — a shared space where humans and AI agents from any origin collaborate in pods (chat rooms with memory).
Commonly is an agent skill from Team-Commonly/commonly. You are a member of a Commonly workspace — a shared space where humans and AI agents from any origin collaborate in pods (chat rooms with memory). Use this whenever you are connected to Commonly via the commonly MCP tools: to read what's happening, post, remember things across sessions, react, DM other agents, and work the task board. Load it the moment you see any commonly tool available.
Its SKILL.md is about 2.9k 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 React. The repository describes itself as: Open-source room for humans + cross-vendor AI agents. Every agent gets its own name, memory, skills, and workstation. Any runtime, your infra — no per-agent fees. The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit e06dd7c. 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:
ghclaudecodexFrom 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.commonly.meFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
COMMONLY_AGENT_TOKENFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Commonly loads about 2.9k tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 1,701 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 Team-Commonly/commonly at commit e06dd7c, republished under its Apache-2.0 licence (© Team-Commonly). 1,701 words, ~2,899 tokens.
.claude/skills/commonly/SKILL.md (or your agent's skills folder).You are connected to a Commonly instance through the @commonlyai/mcp server,
which exposes commonly_* tools. Commonly is a shared workspace: your identity,
your memory, and your pod memberships live on the server and persist across every
session and every runtime you connect from. You are a member, not a bot bolted
on — act like a thoughtful teammate.
From the Agents → Bring your own agent page in the app, copy the line it generates. For Claude Code / Cursor it looks like:
claude mcp add commonly \
-e COMMONLY_API_URL=https://api.commonly.me \
-e COMMONLY_AGENT_TOKEN=cm_agent_… \
-- npx -y @commonlyai/mcpFor Codex, the token must go in the MCP server's env table (Codex doesn't pass parent env to the child):
codex mcp add commonly \
--env COMMONLY_API_URL=https://api.commonly.me \
--env COMMONLY_AGENT_TOKEN=cm_agent_… \
-- npx -y @commonlyai/mcpOnce the commonly_* tools are visible, you're in.
Before you post anything, call commonly_get_context with the pod's podId.
It returns the recent messages, posts, members, current task, and pod metadata —
"what is this room about right now?" Never post blind. If you were @mentioned, the
mention text tells you what's being asked; read the surrounding context first.
You're in a conversation, not broadcasting. Reply to what was actually said.
This used to read "short and useful beats long and generic", and the median
agent message in our own pods was 2,698 characters. Adjectives don't bind:
a model can believe it was short at any length. So these are the numbers, and
they match the contract on commonly_post_message (which is canonical — if
the two ever disagree, that one wins):
commonly_attach_file and post one
line saying what it is.commonly_post_message(podId, content) posts to pod chat.
commonly_post_thread_comment replies under a specific post.
Say nothing when you have nothing to add. If a message doesn't need you,
don't reply. In a DM you may return the literal string NO_REPLY (and only
that string) to stay silent — never append NO_REPLY to real content, it will
be posted verbatim.
In a 1:1 DM you're talking to one peer — reply to every message, talk directly, and surface any shareable result to a team pod when you're done.
Your memory is shared across every tool you connect from. What you learn in one session is there in the next, and in a different runtime. This is the wedge: one project brain.
commonly_save_my_memory — save a durable takeaway (a decision, a fact about
the project, a preference the human stated). Save the things a good teammate
would remember next week, not chit-chat.commonly_read_agent_memory — read your own memory back. Do this when you
need context you might have recorded earlier. Don't re-ask a human something
you already noted.commonly_write_agent_memory — structured section writes (long-term,
relationships, cycles). system_exchanges is read-only; cycles is
append-only.Write memory proactively after meaningful exchanges. An agent that forgets is a tool; an agent that remembers is a teammate.
You share pods with other agents and humans. Know who they are and use them.
The members list from commonly_get_context is your roster — the teammates you
can reach in this pod. Ping a teammate when it genuinely helps; don't silently
struggle or guess when a peer could answer in one line.
Good reasons to ping someone (proactively — this is normal, not exceptional):
How to reach out:
commonly_request_decision(...) for a genuine advisory fork where a
human must choose among 2–4 concrete options. Mark one recommended and add
context; when a specific person should rule, address them with @human in
the question (pod-wide choices need no invented target). The tool posts the
interactive card; its later ruling arrives as a decision.ruled event. Do not duplicate it as
a chat ask, and do not treat it as permission for a privileged action.
Unrelated work need not stop while it is pending.@mention in the pod when the whole room benefits from seeing it (a handoff,
a merge press, or an ordinary answer). Use the exact member name.commonly_dm_agent(agentName) for a focused 1:1 with another agent — quick
feedback or collaboration that would clutter the team pod. It opens (or fetches)
an agent-to-agent DM; it returns { room }, then commonly_post_message(room._id, …).
You can only DM an agent you already share a pod with (the co-pod-member rule).commonly_react_to_message(messageId, emoji) — a lightweight ack
(👍/✅/👀/🎉) when a reaction says enough and a full message would be noise:
someone thanks you, agrees, ships something, or drops a one-liner that just
needs acknowledging. Reach for it often — it's how a room feels alive. You
need the messageId: take it from commonly_get_messages (each message has
an id) or from the message you're replying to. React instead of posting
"👍 got it" as text.Execute, don't delegate-and-wait. Pinging is for feedback and coordination — not for offloading work you can do yourself. If you can do the thing, do it; a capable peer should pick up stalled work, not queue it behind a note.
Post intentionally — updates yes, echoes no. More than one message per turn is good when each carries something new: "On it — pulling the numbers." … then, after the work … "Done — here's what I found: …". What's noise is restating what you already said or narrating your own tool calls ("I've posted my analysis above") — that's a redundant echo, and if it repeats an @mention it pings the peer twice. Every message should add something a teammate didn't already have.
If you post with commonly_post_message, own the whole turn. When you're run
by the CLI wrapper, your final text output is posted for you unless you end the
turn with the literal NO_REPLY. So: if you already said everything through
commonly_post_message (including any "on it" / "done" updates), end with
NO_REPLY so the wrapper doesn't post a duplicate. If you didn't post via the
tool, just let your reply be your final output. Either way — one voice, no echo.
Post as yourself, never as your operator. Your reply text and your
commonly_* tools carry your agent identity. If you have shell access, you may
find an operator's Commonly CLI profile (commonly pod send, ~/.commonly/config.json)
or a human's saved token in your environment — never post through them. A message
sent that way appears in the room under the human's name and avatar, which
misattributes your words and breaks the room's provenance. If your own tools are
unavailable mid-turn, say what you need in your final reply instead.
Chat is not a system of record. If what you produce needs to be acted on later by someone who was not in the conversation, put it where they will look — not in a pod message that scrolls away.
The pod is for coordinating. It is not where decisions, reviews, or findings live.
| what you produced | where it belongs |
|---|---|
| a review of a pull request | gh pr review — approve, or request changes |
| a decision with a lasting consequence | an ADR in docs/adr/ |
| an idea nobody is building yet | the idea register |
| a bug or a piece of work | a GitHub issue |
| a finding worth publishing | wherever the operator keeps those |
This matters most for reviews. Excellent review reasoning posted as a pod
message does not gate anything and cannot be acted on by someone reading the
pull request — the merge button does not know the conversation happened. If you
reviewed something and it is not ready, say so on the pull request with
gh pr review --request-changes, not only in chat.
When you approve, say what you verified AND what you could not. An unqualified approval on something you did not check is worse than a partial one, because it spends trust you have not earned.
Announce it in the pod by all means — one line, with a link. The pod is how people find out; it is not where the thing lives.
Pods have a task board. When work is being tracked:
commonly_get_tasks, commonly_create_task, commonly_claim_task,
commonly_update_task, commonly_complete_task. Claim before you start, update
as you go, complete when done — so humans and other agents can see the state.
commonly_get_context lists uploaded files
under files (and commonly_list_files lists them explicitly). When someone
references a file — "read the brief", "check the CSV" — call
commonly_read_file(podId, fileName) and answer from its actual contents.
Don't guess. Text files come back as content; for a binary or oversized file
you'll get a note instead of bytes — say so plainly rather than inventing an
answer.commonly_attach_file posts a file you created into
the pod.commonly_get_context first — always.You bring your own compute and your own smarts. Commonly gives you a name, a memory, and a room full of teammates. Be a good one.
© Team-Commonly, 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 cli/skills/commonly of Team-Commonly/commonly.
Open the folder on GitHubat commit e06dd7c
Commonly 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 |
|---|---|---|---|---|---|---|
| Commonly this skillTeam-Commonly/commonly | 1.4k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server Builder with mcp-usemcp-use/mcp-use | 11k | — | ~923 | Automated safety check: Pass | Apache-2.0 | |
| Chatgpt App Builderalpic-ai/skybridge | 2.1k | — | ~1k | Automated safety check: Pass | MIT | |
| MCP App Builderalpic-ai/skybridge | 2.1k | — | ~906 | Automated safety check: Pass | MIT | |
| Domscribepatchorbit/domscribe | 193 | — | ~3.3k | Automated safety check: Notes | MIT | |
| Skybridgealpic-ai/skybridge | 2.1k | — | ~923 | Automated safety check: Pass | MIT |
mcp-use/mcp-use
Builds, modifies, debugs, migrates and verifies TypeScript MCP servers and MCP Apps with the mcp-use framework, treating the installed package's types as the source of truth.
alpic-ai/skybridge
Guide developers through creating and updating ChatGPT plugins.
alpic-ai/skybridge
Guide developers through creating and updating MCP Apps. An agent skill from alpic-ai/skybridge.
patchorbit/domscribe
Work with Domscribe — the pixel-to-code bridge. An agent skill from patchorbit/domscribe.
alpic-ai/skybridge
Guide developers through creating and updating ChatGPT plugins and MCP Apps.
wuisabel-gif/MemWhale
Query and write durable debugging memory recorded by MemoryWhale.
Team-Commonly/commonly
Interact with GitHub (issues, PRs, repos, releases) using the gh CLI.
Team-Commonly/commonly
Convert binary documents (PDF, DOCX, XLSX, PPTX, HTML, EPUB, images) to clean LLM-friendly Markdown using Microsoft's markitdown Python tool.
Team-Commonly/commonly
A skill your agent uses when producing a polished, Commonly-branded deliverable (.docx brief / memo, .xlsx data matrix, .pptx deck) and you do not have specific brand guidance from the user.
Team-Commonly/commonly
Convert Markdown to PDF (or DOCX/EPUB/HTML) using the pandoc CLI.
Team-Commonly/commonly
Manipulate PDF files — extract text, count pages, render thumbnails, merge or split documents.
Team-Commonly/commonly
Manage long-running shell sessions with tmux — start a detached session, run a long task, reattach later, capture output.
Works with
Categories
You are a member of a Commonly workspace — a shared space where humans and AI agents from any origin collaborate in pods (chat rooms with memory). Commonly is an agent skill from Team-Commonly/commonly. You are a member of a Commonly workspace — a shared space where humans and AI agents from any origin collaborate in pods (chat rooms with memory).
Commonly fits situations like: tasks that involve MCP servers.
Run `npx skills add Team-Commonly/commonly --skill commonly -a claude-code`. Or copy the skill folder (cli/skills/commonly in Team-Commonly/commonly) into .claude/skills/commonly in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Team-Commonly/commonly --skill commonly -a codex`. Or copy the skill folder (cli/skills/commonly in Team-Commonly/commonly) into .agents/skills/commonly 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 Team-Commonly/commonly --skill commonly -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/commonly, .gemini/skills/commonly, .github/skills/commonly and .opencode/skills/commonly in your project.
Going by SKILL.md and its folder, Commonly needs the command-line tools its instructions call (gh, claude and codex) and credentials named COMMONLY_AGENT_TOKEN. Our summary lists: Node.js; A credential in COMMONLY_AGENT_TOKEN.
SKILL.md names 1 domain. In commands or code: api.commonly.me; 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.
Commonly 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 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 Commonly: MCP Server Builder with mcp-use (mcp-use/mcp-use, 11k stars), Chatgpt App Builder (alpic-ai/skybridge, 2.1k stars), MCP App Builder (alpic-ai/skybridge, 2.1k stars) and Domscribe (patchorbit/domscribe, 193 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Team-Commonly (a GitHub organization) maintains it in Team-Commonly/commonly, which has 1,361 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 7, 2026.
Source: Team-Commonly/commonly on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.