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.
Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection.
$ npx skills add paperclipai/paperclip --skill prepare-mcp-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install paperclipai/paperclip prepare-mcp-integration --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/paperclipai/paperclip.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration .claude/skills/prepare-mcp-integration && 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 "prepare-mcp-integration" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration into .claude/skills/prepare-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prepare-mcp-integration", 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/paperclipai/paperclip/tree/master/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integrationType 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 paperclipai/paperclip --skill prepare-mcp-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install paperclipai/paperclip prepare-mcp-integration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration .agents/skills/prepare-mcp-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prepare-mcp-integration" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration into .agents/skills/prepare-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prepare-mcp-integration", 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 paperclipai/paperclip --skill prepare-mcp-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install paperclipai/paperclip prepare-mcp-integration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration .cursor/skills/prepare-mcp-integration && 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 "prepare-mcp-integration" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration into .cursor/skills/prepare-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prepare-mcp-integration", 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/paperclipai/paperclip.git --path packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration--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 paperclipai/paperclip --skill prepare-mcp-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install paperclipai/paperclip prepare-mcp-integration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration .gemini/skills/prepare-mcp-integration && 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 "prepare-mcp-integration" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration into .gemini/skills/prepare-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prepare-mcp-integration", 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 paperclipai/paperclip prepare-mcp-integrationInstalls 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 paperclipai/paperclip --skill prepare-mcp-integration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration .github/skills/prepare-mcp-integration && 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 "prepare-mcp-integration" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration into .github/skills/prepare-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prepare-mcp-integration", 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 paperclipai/paperclip --skill prepare-mcp-integration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install paperclipai/paperclip prepare-mcp-integration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paperclipai/paperclip.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration .opencode/skills/prepare-mcp-integration && 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 "prepare-mcp-integration" agent skill from https://github.com/paperclipai/paperclip/tree/master/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration into .opencode/skills/prepare-mcp-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prepare-mcp-integration", 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.
prepare-mcp-integrationPrepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection.
Prepare MCP Integration is an agent skill from paperclipai/paperclip. Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection. Use for new integration research and delivery; not for ad hoc connector coding that bypasses the playbooks.
Its SKILL.md is about 3.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `examples/notion-mcp-research-gate.md`).
It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: The open-source app everyone uses to manage agents at work. The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit de9ab8e. 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.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From 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.
Prepare MCP Integration loads about 3.1k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 1,594 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 paperclipai/paperclip at commit de9ab8e, republished under its MIT licence (© paperclipai). 1,594 words, ~3,103 tokens.
.claude/skills/prepare-mcp-integration/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Take an input link or vendor brief through two separate phases: a reviewable
research PR in paperclip-content, then connector implementation in Paperclip
App only after a human accepts the exact research revision and connection set.
paperclip-content/integrations/README.md as the research contract and
paperclip-content/integrations/skills/integration-harness/SKILL.md as its
entrypoint. Reference and run them; do not copy their schemas, templates,
state machines, reconciliation rules, or internal gates into this skill.paperclip/doc/connections/CONNECTOR-PLAYBOOK.md on the implementation
target branch as the connector contract. Follow it end to end; do not
substitute remembered behavior or the examples in this skill.prepare-paperclip-pr for Paperclip agents) before opening any PR.Do not mutate a vendor account, register a client, grant consent, or invoke a write tool merely to research it. A safe unauthenticated metadata probe is allowed when it does not change vendor state. Route credential- or browser-dependent validation through an explicit QA task when it becomes necessary.
Maintain one concise checkpoint in the Paperclip issue or an issue document:
On every restart, reconcile this state with files, branches, PRs, reviews, and interactions before creating anything. Reuse semantic matches. Never duplicate catalog entities, regress terminal pipeline phases, reuse stale acceptance, or open a second PR for the same connection accidentally.
integrations/README.md; the final research gate below does not replace
them.paperclip-content. Include the full planning
package and any tightly coupled content-playbook correction, but no
Paperclip App implementation.request_confirmation interaction targeted at that issue
document's latest revision. Use a revision-specific idempotency key and a
wake_assignee continuation policy so either acceptance or rejection wakes
the assignee. Ask the reviewer to include revision notes when rejecting.in_review and stop. Do not prepare App worktrees or code
while the interaction is pending.Refresh the App target branch, reread the current Connector Playbook, and record its commit before writing code. For each accepted connection:
Complete and report each connection independently. Failure or review delay on one connection must not cause another connection to be bundled into its PR.
At both phases, compare new evidence with the two canonical playbooks.
Before marking the issue done, report the exact research PR and head, accepted
gate revision, every connector/prerequisite PR and head, focused verification,
CI/review state, and any upstream playbook changes. Leave the issue in_review
only for a real pending interaction/reviewer/monitor path, blocked only for a
named owner and concrete unblock action, and done only when every approved
connection has a merge-ready PR and no required follow-up remains on the issue.
© paperclipai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration of paperclipai/paperclip.
Open the folder on GitHubat commit de9ab8e
Prepare MCP Integration 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 |
|---|---|---|---|---|---|---|
| Prepare MCP Integration this skillpaperclipai/paperclip | 100k | — | ~3.1k | Automated safety check: Pass | 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.
paperclipai/paperclip
Scan a Paperclip user's Mine inbox, classify reversible archive candidates, request checkbox confirmation, and archive only accepted selections.
paperclipai/paperclip
Interact with the Paperclip control plane API for task coordination and governance.
paperclipai/paperclip
A skill your agent uses for Paperclip-managed tasks and heartbeats: reading task context, delivering task documents or files, updating completion or blockers, coordinating or delegating work, and…
paperclipai/paperclip
Paperclip UI design system guide for building consistent, reusable frontend components.
paperclipai/paperclip
Publish static HTML pages and asset folders to the Paperclip S3/CloudFront page host.
paperclipai/paperclip
Create new agents in Paperclip with governance-aware hiring.
Works with
Categories
Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection. Prepare MCP Integration is an agent skill from paperclipai/paperclip. Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection.
Prepare MCP Integration fits situations like: new integration research and delivery; not for ad hoc connector coding that bypasses the playbooks.
Run `npx skills add paperclipai/paperclip --skill prepare-mcp-integration -a claude-code`. Or copy the skill folder (packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration in paperclipai/paperclip) into .claude/skills/prepare-mcp-integration in your project. Claude Code loads it when a task matches its description.
Run `npx skills add paperclipai/paperclip --skill prepare-mcp-integration -a codex`. Or copy the skill folder (packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration in paperclipai/paperclip) into .agents/skills/prepare-mcp-integration 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 paperclipai/paperclip --skill prepare-mcp-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prepare-mcp-integration, .gemini/skills/prepare-mcp-integration, .github/skills/prepare-mcp-integration and .opencode/skills/prepare-mcp-integration in your project.
SKILL.md names no scripts, command-line tools or credentials: Prepare MCP Integration is instructions for the agent only.
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.
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.
Prepare MCP Integration is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.1k 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 Prepare MCP Integration: 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.
paperclipai (a GitHub organization) maintains it in paperclipai/paperclip, which has 99,905 GitHub stars. The repository holds 60 skills in this directory. The repository was last updated on October 11, 2026.
Source: paperclipai/paperclip on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.