SearchPipe

tech.searchpipe由 searchpipe.tech 發布官方發布者v2.0.1更新於 Nov 6, 2026

Web search API and MCP server for developers building AI agents.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取AI 與機器學習

概覽

AI 產生的概覽

SearchPipe 是託管的網頁搜尋 API 與遠端 MCP 伺服器,讓助理進行網頁搜尋、事實查核與查詢剩餘額度。

可以做什麼
  • 執行 AI 驅動的網頁搜尋:多引擎檢索、抓取頁面、LLM 重新排序,並可附上 AI 生成的答案。
  • 針對檢索到的證據查核事實陳述,輸出四類判定(支持、部分支持、不支持、無法判定),並附片段級引文與來源權威度。
  • 查詢此 API 金鑰的剩餘額度,包含永久額度與即將到期的額度。
適用情境
適合需要最新網頁結果、有來源的答案,或判斷某說法是否有證據支撐的情境,不必自行建置搜尋流程。也適合想使用託管搜尋後端而非本機爬取的代理工作流程。
執行需求
遠端 Streamable HTTP 端點(searchpipe.tech),無需本機安裝。需要 SearchPipe 帳號,並以 Authorization 標頭中的 Bearer 權杖(或 URL 參數)提供 sp- 開頭的 API 金鑰。新帳號有免費額度,之後依搜尋次數計費。
安裝前請注意
API 金鑰是可計費憑證,請勿放入共用設定;優先使用 Authorization 標頭而非 URL 參數,後者可能出現在日誌中。搜尋會消耗額度,搜尋工具會經過包含輸入審核的商業流程。查詢內容與待查核陳述會傳送給第三方服務。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 SearchPipe,將其新增到工作區。
  2. 連接 Authorization token 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 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/tech.searchpipe%2Fsearchpipe/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。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "searchpipe": {
      "type": "http",
      "url": "https://searchpipe.tech/mcp/",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

SearchPipe Integrations

[MCP] [SearchPipe]

Official integration packages for SearchPipe — a web search API and MCP server for developers building AI agents.

This repository contains:

  • Remote MCP endpoint — connect any MCP client to SearchPipe via Streamable HTTP (no local install needed)
  • LangChain SDK — pip install langchain-searchpipe for retriever, tool, and answer components
  • Python SDK — pip install searchpipe, official thin client over the Search API
  • TypeScript SDK — npm install searchpipe, official zero-dependency client (ESM + CJS)

The SearchPipe server itself is a managed service at searchpipe.tech. Self-hosting is available on request.

MCP Access (Remote)

Add to your MCP client config (Claude Desktop, Cursor, Windsurf, etc.):

json
{  "mcpServers": {    "searchpipe": {      "url": "https://searchpipe.tech/mcp/?api_key=sp-your-api-key-here"    }  }}

Or use an Authorization header instead of URL parameter:

json
{  "mcpServers": {    "searchpipe": {      "url": "https://searchpipe.tech/mcp/",      "headers": {        "Authorization": "Bearer sp-your-api-key-here"      }    }  }}

See claude_desktop_config.json.example for a ready-to-copy template.

LangChain Integration

bash
pip install langchain-searchpipe

See langchain-searchpipe/README.md for full usage examples (retriever, tool, answer components).

Official SDKs

Both SDKs are thin wrappers over POST /search — same parameters, same response shape as the REST API.

Python (sdks/python/):

bash
pip install searchpipe
python
from searchpipe import SearchPipe
client = SearchPipe(api_key="sp-YOUR_KEY")resp = client.search("FastAPI tutorial", max_results=5, include_answer=True)print(resp.answer)for r in resp.results:    print(r.score, r.title, r.url)

JavaScript / TypeScript (sdks/typescript/):

bash
npm install searchpipe
ts
import { SearchPipe } from "searchpipe";
const client = new SearchPipe({ apiKey: "sp-YOUR_KEY" });const resp = await client.search({ query: "FastAPI tutorial", maxResults: 5, includeAnswer: true });console.log(resp.answer);

Both default to https://searchpipe.tech and read the key from SEARCHPIPE_API_KEY. See each SDK's README for the full API, error classes, and self-hosting options.

Getting an API Key

  1. Sign up at searchpipe.tech
  2. Verify your email
  3. Go to Dashboard → API Keys → copy your sp- key
  4. New accounts receive free credits to try the service

Tool Schema

searchpipe_search

Run a web search with optional AI-generated answer.

ParameterTypeRequiredDefaultDescription
querystring✅—Search query
max_resultsinteger—5Number of results (1–20)
include_answerboolean—falseInclude AI-generated answer
include_raw_contentboolean—falseInclude full page content
api_keystring——API key (or use env var / URL param)

Returns: Tavily-style SearchResponse with query, answer, results[].

Links

License

MIT

來源:README.md,提交 1dddac9

工具

3

searchpipe_verify

Verify a factual claim against retrieved evidence: claim in, verdict out — a four-label judgment (supported / partial / unsupported / inconclusive), not generated text. Every result ships with verifiable evidence — span-level quotes, claim verdicts, and source authority — not just links. Verdict labels: `supported` = evidence text clearly supports the claim; `partial` = partly supported or weak evidence; `unsupported` = reachable evidence does not support the claim (misattributed citation detected); `inconclusive` = the claim could not be judged (fetch failure, paywall, or insufficient evidence) — the tool reports that honestly instead of guessing. Verification fetches source pages and judges claim-evidence consistency, so it typically takes 5-15 seconds. Uses the same commercial pipeline as the HTTP POST /verify endpoint: authentication → email verification → rate limiting → input moderation → per-request credit charge → verification → refund on failure → usage logging. Credits are charged per call; an inconclusive verdict is still a delivered result and is not refunded. mode: evidence route — "paper" / "web" / "auto" (default; a DOI or arXiv signal decides). evidence_urls: up to 5 caller-supplied citations to verify. max_evidence: maximum evidence items to return (1-10, default 5). api_key: an API key starting with `sp-`. It may also be provided through the SEARCHPIPE_API_KEY environment variable (the parameter takes precedence). Returns VerifyResponse (verdict / confidence / reason_code / evidences[] / timing). Returns a tool error on authentication failure, insufficient credits, content violation, verification failure, or when the verify endpoint is disabled ("Verify endpoint is not available").

輸入參數modeclaim必填api_keymax_evidenceevidence_urls

searchpipe_account_balance

Check the remaining credit balance for this API key — free to call, no credits charged and no usage logged. Returns the same fields as the REST GET /v1/account/balance endpoint: `balance` (total remaining credits, 2 decimal places), `permanent` (recharge/bonus credits that never expire), `expiring` (subscription credits, valid 30 days), `upcoming` (renewal credits already granted but not active until the next cycle), `next_expiry` (soonest expiry among time-limited credits), `free_tier_credits` (free monthly allowance size) and `unlimited` (admin/owner exemption flag). Poll this before batch jobs to avoid hitting 402 insufficient-credits mid-run. Works even when the account email is not verified yet. api_key: an API key starting with `sp-`. It may also be provided through the SEARCHPIPE_API_KEY environment variable (the parameter takes precedence). Returns a tool error on authentication failure (missing, invalid, or revoked key).

輸入參數api_key

版本歷史

4
  1. v2.0.1最新Nov 6, 2026
  2. v2.0.0Nov 3, 2026
  3. v1.0.1Sep 30, 2026
  4. v1.0.0Sep 16, 2026

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