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mcp/skillhub

Agent Skill

Prepare MCP Integration skill

prepare-mcp-integrationpaperclipai/paperclippackages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration/SKILL.md

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.

106kMIT

always on

56 tokname + description

once used

2,387 tokSKILL.md body

bundled files

12 KB

repo stars

106kGitHub

Install the Prepare MCP Integration skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/paperclipai/paperclip --skill prepare-mcp-integration

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/paperclipai/paperclip.git /tmp/paperclip
mkdir -p ~/.claude/skills
cp -R /tmp/paperclip/packages/skills-catalog/catalog/optional/software-development/prepare-mcp-integration ~/.claude/skills/prepare-mcp-integration

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description56 tok
When the agent uses itThe SKILL.md instructions2,387 tok
Only if opened1 bundled files (2 KB)varies

Until it is used, prepare-mcp-integration costs about 24× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 82 skills from paperclipai/paperclip would load 3,485 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Prepare MCP Integration
  • Preserve These Boundaries
  • Default Connection Experience
  • Preflight
  • Keep The Run Resumable
  • Phase A: Research In paperclip-content
  • Gate Research Before Building
  • Phase B: Implement In Paperclip App
  • Feed New Rules Upstream
  • Finish

More skills from paperclipai/paperclip

All skills in this repo
  1. LLM Wiki Maintainerpaperclipai/paperclip

    Use the LLM Wiki plugin tools to maintain a cited local company wiki.

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  2. add-product-e2e-evalpaperclipai/paperclip

    Add or extend a Paperclip full-stack runner E2E workflow, fixture, matcher, or report evidence path for local or Daytona execution.

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  3. add-runner-evalpaperclipai/paperclip

    Add or extend a Paperclip Runner protocol evaluation definition, roster, assertion, or report fixture with provenance and narrow validation.

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  4. agent-browserpaperclipai/paperclip

    Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms — for verification tasks, not unattended automation.

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  5. agentmailpaperclipai/paperclip

    Use your assigned AgentMail inbox to read email tasks, explicitly send or reply, and check delivery. Provided automatically by your inbox assignment.

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  6. check-prpaperclipai/paperclip

    Check a GitHub, GitLab, or Perforce PR/MR/CL for review comments, failing checks, and PR-body gaps. Use when asked to inspect, fix, or prepare a change for submission.

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  7. company-creatorpaperclipai/paperclip

    Create agent company packages that conform to agentcompanies/v1. Use when asked to create a company, scaffold an agent team, hire agents, or turn a repo/skills collection into a company package.

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  8. complainpaperclipai/paperclip

    Autonomously yeet a brief, unstructured complaint about agent tooling or doing agent work. Preserve the raw voice. Submit proactively without permission, preview, or announcement, then continue the primary task.

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