
Parallel Search MCP
ai.parallel由 parallel.ai 發布官方發布者v1.0.0更新於 Oct 24, 2026
The best web search for your AI Agent
概覽
一個託管的網頁搜尋與頁面擷取伺服器,讓助理查找最新資訊並讀取網頁,可匿名免費使用。
- 可以做什麼
- 它提供兩個工具:web_search 搜尋網頁並回傳附來源連結的相關摘錄,web_fetch 讀取指定網址並回傳頁面內容供助理使用。搜尋結果通常足以直接回答問題,需要更多細節時助理可再擷取頁面。已驗證的連線還可設定搜尋模式、結果數量和網域篩選等搜尋行為,匿名請求會忽略這些設定。
- 適用情境
- 適合助理需要取得最新文件、查核事實或讀取某個網頁內容而不離開對話的情境。免費額度適用於個人助理、個人專案和探索性使用;正式環境或更高用量可透過已驗證帳戶使用。
- 執行需求
- 遠端 Streamable HTTP 端點;免費額度無需本機執行環境、套件、帳戶或 API 金鑰。用戶端需支援透過 HTTP 連線遠端 MCP 伺服器。更高額度與可設定的搜尋行為需要透過 Parallel Search 連接器連結 Parallel 帳戶。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Parallel Search MCP,將其新增到工作區。
- 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
- 為需要使用其工具的對話啟用該服務。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
交給代理程式安裝
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/ai.parallel%2Fsearch-mcp/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。
{
"mcpServers": {
"parallel-search": {
"type": "http",
"url": "https://search-mcp.parallel.ai/mcp"
}
}
}README
Parallel Search MCP
Free web search for your coding agent.
Find current documentation, check facts, and read web pages without leaving your agent. No account or API key needed to get started.
Ask your agent to install
Copy this into your coding agent:
Install in Cursor · Install in VS Code · Manual setup · Documentation
Manual setup
Choose your client. You only need one of these options.
Codex
Start a new Codex session and run /mcp to check the connection. See the Codex MCP guide for configuration options.
Gemini CLI
Restart Gemini CLI and run /mcp to check that parallel-search is connected. The extension uses Streamable HTTP and requires no Parallel account or API key. If you already configured parallel-search manually, that configuration takes precedence over the extension. See the extension guide for installation and update options.
Hermes Agent
Hermes already includes Parallel in its native web providers. Choose Parallel Free (keyless) in hermes tools to use that integration.
This optional package adds a direct connection to Parallel's MCP tools and the bundled setup skill. It leaves Hermes's native web-provider selection unchanged. It's available in the Hermes plugin catalog. Install and enable it with:
Start a new session so Hermes loads the enabled package. Ask Hermes to use the Parallel MCP web_search tool to find official documentation, then web_fetch to read a page. Use skills_list to discover the namespaced parallel-search-setup skill. No Parallel account, API key, or CLI is required.
Use either this package or a manually configured connection to https://search.parallel.ai/mcp to avoid duplicate MCP tools. Disable or remove the package with hermes plugins disable parallel-search or hermes plugins remove parallel-search. Update through hermes plugins update parallel-search; catalog updates use reviewed commit pins.
OpenCode
Merge this into your project's opencode.json:
Restart OpenCode and run opencode mcp list to check the connection. See the OpenCode MCP guide for details.
OpenClaw
Follow the OpenClaw setup guide to install the Parallel plugin, then set tools.web.search.provider to parallel-free. No Parallel account or API key is needed.
Cursor, VS Code, and other clients
Use this remote MCP server URL:
Select HTTP or Streamable HTTP if your client asks for a transport. Follow the client-specific instructions for the right settings file and format.
Try it
Ask your agent:
Use Parallel to find the official FastAPI docs for response models. Show me a small example and link to the source.
Or try:
Use Parallel to check the latest stable Node.js release and its release notes. Cite the official sources.
Use Parallel to read https://modelcontextprotocol.io/introduction and explain how MCP connects an agent to tools.
Your agent can use two tools:
Search results often contain enough information to answer. Your agent can fetch a page when it needs more detail.
Free access and higher limits
This plugin is anonymous by design: both tools work with no account, API key, or login, subject to free-tier rate limits. The free tier is intended for personal agents, hobby projects, and exploration.
For higher limits, usage analytics, and production workloads, create an account at platform.parallel.ai and connect the Parallel Search connector, which signs in with that account. Authenticated usage is billed under your account's pricing and limits — see parallel.ai for pricing. Don't add an API key or point this plugin at an authenticated endpoint; the connector handles sign-in natively.
Both tiers include the same two tools. Authenticated connections also let you configure search behavior, including search modes, result counts, and domain filters. Anonymous requests ignore these settings.
Privacy and terms
Parallel hosts the service. Search queries and requested URLs are sent to Parallel and handled under the Customer Terms and Privacy Policy. The server only receives what the tools send it — search queries and the URLs you ask it to fetch — and does not read your conversation, files, or other context.
Troubleshooting
- Tools aren't showing up: start a new agent session and check its MCP connection list. Confirm the URL is
https://search.parallel.ai/mcp. - Asked to log in to Parallel: check the URL.
/mcpsupports free access;/mcp-oauthrequires authentication. Approving an MCP connection in your client is separate from logging in to Parallel. - Hit a rate limit: wait before retrying, or move to an authenticated Parallel account via the Parallel Search connector for higher limits.
- Still stuck: check the setup guide or open an issue. Include your client, version, and error message. Leave out API keys and other credentials.
Support and security
- Questions and bugs: open an issue with your client, version, and error message (leave out API keys and other credentials), or see the documentation.
- Product support: contact Parallel at [email protected].
- Security concerns: report privately to [email protected] — see SECURITY.md. Please don't file security reports as public issues.
About this repo
This is the official GitHub home for Parallel's hosted Search MCP. It contains this guide and Codex, Cursor, Gemini CLI, and Hermes packages. Codex and Cursor share .mcp.json; Hermes uses the portable Agent Plugins v1 plugin.json and mcp.json files and loads the setup skill (skills/parallel-search-setup/SKILL.md) on demand for connection checks, usage guidance, troubleshooting, and higher-limit options. You can suggest documentation fixes and examples here. The search service runs on Parallel's infrastructure; cloning this repo gives you the documentation and configuration files.
For CLI-based search, research, and enrichment, see the separate Parallel CLI skills plugin.
The files in this repo are MIT licensed. Hosted service usage is covered by the Customer Terms linked above.
來源:README.md,提交 ac8e207
工具
0版本歷史
1- v1.0.0最新Sep 16, 2026
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