Web search and page fetching for AI 코딩 에이전트, 병렬을 통해 — 플러스 에이전트 스킬 깊은 연구, 데이터 enrichment, 엔티티티 발견, 웹 모니터링.

플러그인은 두 가지를 발송:

• ** MCP 서버 ** (parallel-search]) 제공 web_search 및 web_fetch]. 익명 및 속도 제한 : 계정 없음, API 키 또는 CLI 필요. 플러그인이 설치됩니다.
• **CLI 백업 기술 ** 깊은 연구, 농축, FindAll 및 모니터에 대한. parallel-cli을 통해 실행하고 설치, 인증, 자금이 필요합니다.

두 번째를 설정하지 않고 먼저 사용할 수 있습니다.

필수품

아무것도, 웹 검색 및 fetch. 번들 MCP 서버는 익명입니다.

실행 능력은 parallel-cli (설치, 인증, 자금)이 필요합니다. parallel-cli-setup 기술은 설치, 오, 잔액, 기술 설치를 통해 에이전트를 걸어 엔드 투 엔드를 설치 — 아래의 플러그인 / 스킬을 설치, 다음 실행 /parallel:parallel-cli-setup 당신의 에이전트에서.

migrate-to-parallel 어플리케이션 자체 웹 데이터 통합 업데이트. 적절한 병렬 API 또는 SDK를 사용하고 PARALLEL_API_KEY]를 명시적으로 공인 된 라이브 연기 테스트에만 사용하십시오.

설치

Parallel Agent Skills

Web search and page fetching for AI coding agents, through Parallel — plus Agent Skills for deep research, data enrichment, entity discovery, and web monitoring.

The plugin ships two things:

• A hosted MCP server (parallel-search) providing web_search and web_fetch. Anonymous and rate-limited: no account, API key, or CLI needed. It works the moment the plugin is installed.
• CLI-backed skills for deep research, enrichment, FindAll, and Monitor. These run through parallel-cli and need it installed, authenticated, and funded.

You can use the first without ever setting up the second.

Prerequisites

Nothing, for web search and fetch. The bundled MCP server is anonymous.

The execution skills require parallel-cli (installed, authenticated, and funded). The parallel-cli-setup skill walks an agent through install, auth, balance, and skills install end-to-end — install the plugin/skills below, then run /parallel:parallel-cli-setup from your agent.

migrate-to-parallel updates an application’s own web-data integration. It uses the appropriate Parallel API or SDK and needs PARALLEL_API_KEY only for an explicitly authorized live smoke test.

Installation

Agent Skills

Use parallel-cli to install skills into Cursor, Cline, GitHub Copilot, and other compatible agents.

# Install all Parallel skills
parallel-cli skills install

Claude Code

Available as a Claude Code Plugin Marketplace.

/plugin marketplace add parallel-web/parallel-agent-skills
/plugin install parallel
# restart Claude Code before continuing!

Web search and fetch work immediately after the restart — run /mcp to confirm parallel-search is connected. No account or API key is required.

For the CLI-backed skills (deep research, enrichment, FindAll, Monitor), install and authenticate the CLI:

# this will install/update CLI and authenticate if not done already
/parallel:parallel-cli-setup

OpenAI Codex

Install skills using the built-in skill installer (run inside Codex):

$skill-installer parallel-web/parallel-agent-skills

Then run the setup skill to install/auth the CLI:

/parallel:parallel-cli-setup

Google Antigravity

Install the standalone Search MCP plugin with the Antigravity CLI:

git clone https://github.com/parallel-web/parallel-agent-skills.git
cd parallel-agent-skills
agy plugin install ./plugins/antigravity/parallel

This package provides free web search and page fetching without a Parallel account, API key, or local Parallel CLI. Use the package directory above so Antigravity loads only the Search MCP connection. See the Antigravity package README for project-local installation, validation, example prompts, and removal.