Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Web search API and MCP server for developers building AI agents.
These three are never merged into one score: opinions, measurements and popularity are different things.
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This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http searchpipe https://searchpipe.tech/mcp/ --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"searchpipe": {
"url": "https://searchpipe.tech/mcp/",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"searchpipe": {
"type": "http",
"url": "https://searchpipe.tech/mcp/",
"headers": {
"Authorization": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
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Authorization secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
searchpipe_searchRun an AI-powered web search for a query: multi-engine retrieval → page fetching → LLM reranking → optional AI answer. Uses the same commercial pipeline and accepts the same parameters as the HTTP POST /search endpoint: authentication → rate limiting → input moderation → credit c
searchpipe_verifyVerify 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 jus
searchpipe_account_balanceCheck 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
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain searchpipe.tech (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 1048 ms (HTTP 200)
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Read 3 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: Authorization
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (2.0.1) reached the registry today.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Official integration packages for SearchPipe — a web search API and MCP server for developers building AI agents.
This repository contains:
pip install langchain-searchpipe for retriever, tool, and answer componentspip install searchpipe, official thin client over the Search APInpm 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.
Add to your MCP client config (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": { "searchpipe": { "url": "https://searchpipe.tech/mcp/?api_key=sp-your-api-key-here" } } }
Or use an Authorization header instead of URL parameter:
{
"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.
pip install langchain-searchpipe
See langchain-searchpipe/README.md for full usage examples (retriever, tool, answer components).
Both SDKs are thin wrappers over POST /search — same parameters, same response shape as the REST API.
Python (sdks/python/):
pip install searchpipe
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/):
npm install searchpipe
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.
sp- keysearchpipe_searchRun a web search with optional AI-generated answer.
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
query | string | ✅ | — | Search query |
max_results | integer | — | 5 | Number of results (1–20) |
include_answer | boolean | — | false | Include AI-generated answer |
include_raw_content | boolean | — | false | Include full page content |
api_key | string | — | — | API key (or use env var / URL param) |
Returns: Tavily-style SearchResponse with query, answer, results[].
https://searchpipe.tech/mcp/MIT