SearxNcrawl MCP Server

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Web Scraping & Dataai agentscrawl4aicrawlerfirecrawl alternativellm

Open-source MCP server that gives AI agents web search (SearXNG) and clean Markdown crawling of pages, whole sites and logged-in areas. Self-hosted, no API key. Firecrawl-compatible API planned.

SearxNcrawl is an open-source mcp server by DasDigitaleMomentum, written mainly in Python, with 183 GitHub stars and the MIT license. Its code was last updated Oct 30, 2026. The latest PyPI release is searxncrawl 0.33.2, published Nov 5, 2026.

<p align="center"> <a href="https://www.searxncrawl.io/"> <picture> <source media="(prefers-color-scheme: dark)" srcset="docs/assets/banner-dark.png"> <img src="docs/assets/banner-light.png" alt="searxNcrawl: search and crawl the web for your AI agents. Open-source MCP server for web search and clean Markdown crawling." width="100%"> </picture> </a> </p> <p align="center"> <a href="https://pypi.org/project/searxncrawl/"><img alt="PyPI" src="https://img.shields.io/pypi/v/searxncrawl?style=flat-square&label=PyPI&labelColor=16161a&color=3046ff"></a> <a href="https://pypi.org/project/searxncrawl/"><img alt="Python 3.10+" src="https://img.shields.io/badge/python-3.10%2B-3046ff?style=flat-square&labelColor=16161a"></a> <a href="https://github.com/DasDigitaleMomentum/searxNcrawl/actions/workflows/ci.yml"><img alt="CI" src="https://img.shields.io/github/actions/workflow/status/DasDigitaleMomentum/searxNcrawl/ci.yml?branch=main&style=flat-square&label=CI&labelColor=16161a"></a> <a href="LICENSE"><img alt="MIT licence" src="https://img.shields.io/badge/licence-MIT-3046ff?style=flat-square&labelColor=16161a"></a> <a href="https://modelcontextprotocol.io/"><img alt="MCP server" src="https://img.shields.io/badge/MCP-server-3046ff?style=flat-square&labelColor=16161a"></a> </p> <p align="center"> <a href="https://www.searxncrawl.io/"><b>Website</b></a> · <a href="#quick-start">Quick start</a> · <a href="docs/overview.md">Docs</a> · <a href="https://www.searxncrawl.io/developers/">Developers</a> · <a href="CHANGELOG.md">Changelog</a> </p> <p align="center"> <img src="docs/assets/demo.gif" alt="An MCP client starts uvx searxncrawl, calls search for crawl4ai quick start, then crawls the top result and receives clean Markdown" width="100%"> <br> <sub>A real MCP client session (fastmcp) against <code>uvx searxncrawl</code> 0.31.0 and a local SearXNG: <code>search</code>, then <code>crawl</code> the top hit into Markdown. Output is shortened for display. Reproduce it with <a href="docs/assets/demo/demo.tape"><code>docs/assets/demo/</code></a>.</sub> </p>

searxNcrawl is an open-source MCP server and CLI toolkit that gives AI agents web search and clean Markdown crawling, built on Crawl4AI. Search queries the configured providers, SearXNG and/or You.com, in parallel and merges the results. It runs on your own hardware, needs no API key with SearXNG and succeeds searxng-mcp.

<table> <tr> <td width="33%" valign="top"><b>Web search</b><br>Your own SearXNG instance and/or the You.com API, queried in parallel; results are merged and attributed to their providers, filtered by language and time range.</td> <td width="33%" valign="top"><b>Page crawl</b><br>One or many URLs to Markdown or JSON, with repeated blocks removed and links optionally stripped.</td> <td width="33%" valign="top"><b>Site crawl</b><br>Whole sites with depth and page limits, tuned for documentation.</td> </tr> <tr> <td valign="top"><b>Authenticated crawls</b><br>Capture a login session once with <code>crawl-capture</code>, then crawl behind the login.</td> <td valign="top"><b>STDIO and HTTP</b><br>Plug into local MCP clients, or run an HTTP endpoint with opt-in Host/Origin checks and configurable CORS.</td> <td valign="top"><b>CLI and Python API</b><br><code>crawl</code>, <code>search</code> and <code>crawl-capture</code> on the command line, or import it in Python.</td> </tr> </table>
SEARXNG_URL=http://your-searxng:8888 uvx searxncrawl
<!-- mcp-name: io.github.DasDigitaleMomentum/searxncrawl -->

Quick start

Connect your MCP client directly to searxNcrawl over STDIO or its HTTP endpoint.

You need uv and, for the search tool, at least one search provider: a SearXNG instance with JSON output enabled and/or a You.com API key (YDC_API_KEY). No SearXNG yet? Start one with Docker. Crawling works without either.

Add it to your agent

One step for every agent on your machine

uvx searxncrawl setup

setup detects Claude Code, Codex, Gemini CLI, Cursor, VS Code and Claude Desktop, asks for your SearXNG URL and, optionally, a You.com API key (hidden input, never printed), shows each config change and applies it only after you confirm. Every file it touches is backed up first, and setup --remove undoes it. More options are in MCP server.

Or per agent

<p> <a href="https://cursor.com/en/install-mcp?name=searxncrawl&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJzZWFyeG5jcmF3bCJdLCJlbnYiOnsiU0VBUlhOR19VUkwiOiJodHRwOi8vbG9jYWxob3N0Ojg4ODgifX0%3D"><img src="https://cursor.com/deeplink/mcp-install-dark.svg" alt="Add searxNcrawl to Cursor" height="32"></a> <a href="https://insiders.vscode.dev/redirect/mcp/install?name=searxncrawl&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22searxncrawl%22%5D%2C%22env%22%3A%7B%22SEARXNG_URL%22%3A%22http%3A%2F%2Flocalhost%3A8888%22%7D%7D"><img src="https://img.shields.io/badge/VS_Code-Install_searxNcrawl-0098FF?style=for-the-badge&logo=visualstudiocode&logoColor=white" alt="Install searxNcrawl in VS Code" height="32"></a> </p>

The buttons and commands below assume SearXNG at http://localhost:8888; change SEARXNG_URL if yours runs elsewhere, or add YDC_API_KEY for You.com.

Claude Code

claude mcp add searxncrawl --env SEARXNG_URL=http://localhost:8888 -- uvx searxncrawl

Codex

codex mcp add searxncrawl --env SEARXNG_URL=http://localhost:8888 -- uvx searxncrawl

VS Code

code --add-mcp '{"name":"searxncrawl","command":"uvx","args":["searxncrawl"],"env":{"SEARXNG_URL":"http://localhost:8888"}}'

Cursor (~/.cursor/mcp.json), Claude Desktop and other clients that use the mcpServers format

{
  "mcpServers": {
    "searxncrawl": {
      "command": "uvx",
      "args": ["searxncrawl"],
      "env": { "SEARXNG_URL": "http://localhost:8888" }
    }
  }
}

The first crawl downloads Playwright's Chromium once (about 550 MB). For Docker, HTTP transport and other setups see Installation and MCP server.

  • Claude Desktop bundle: download searxncrawl-<version>.mcpb from GitHub Releases and open it in Claude Desktop.
  • Smithery users: use the direct installation above or the native bundle; see the Smithery transition.

Ask your agent

Search for the Crawl4AI quick start, crawl the official page and summarise
how to run a first crawl.

Your agent calls search, picks a result and calls crawl. It gets back clean Markdown instead of raw HTML.

Use the terminal

uvx --from searxncrawl crawl https://modelcontextprotocol.io/docs/getting-started/intro
SEARXNG_URL=http://localhost:8888 uvx --from searxncrawl search "model context protocol" --max-results 5
SEARXNG_URL=http://localhost:8888 uvx --from searxncrawl search "Python documentation" --max-results 3 --include-content

Choose how to connect

ModeSetupHosting
Native MCP over STDIO (default)uvx searxncrawl or uvx searxncrawl setupRuns alongside your MCP client
Native MCP over HTTPuvx searxncrawl --transport http or Docker ComposeYou operate the server; see HTTP configuration
Arcade gateway (optional)Separate Arcade adapterRequires your own Playwright-compatible worker host and authenticated connection to Arcade
  • Standard installations and releases do not require Arcade.
  • For shared HTTP access, use an authenticated TLS proxy. Enable Host/Origin checks with FASTMCP_HTTP_HOST_ORIGIN_PROTECTION=true before startup; allowlists alone do not enable checks or authenticate callers.

How it works

flowchart LR
    agent["AI agent<br/>Claude Code · Codex<br/>Cursor · VS Code"]
    server["searxNcrawl<br/>MCP server"]
    searxng["SearXNG (your instance)<br/>and/or You.com API"]
    browser["Crawl4AI +<br/>Playwright Chromium"]
    results["Merged results<br/>attributed per provider"]
    markdown["Deduplicated<br/>Markdown or JSON"]

    agent -- "MCP · STDIO or HTTP" --> server
    server -- "search" --> searxng --> results
    server -- "crawl · crawl_site" --> browser --> markdown

Results return to the agent as the tool response. Search and crawling are also available as the search and crawl CLI commands, crawling also as a Python API.

searxNcrawl exposes three MCP tools:

ToolWhat it does
searchQueries the configured providers (SearXNG, You.com) in parallel and returns one merged, deduplicated list with the source of each result. Filters: language, time range, safe search, paging; categories and engines for SearXNG. With include_content, also returns the Markdown of each result page in the same call.
crawlRenders one or many URLs in Chromium and returns Markdown or JSON with metadata and references.
crawl_siteFollows links from a seed URL within depth, page and timeout limits, tuned for documentation sites.

Both crawl tools drop sections that repeat within a page's Markdown (dedup_mode="exact"), can strip links for a smaller context (remove_links), and accept a Playwright storage_state for pages behind a login. Full parameters are in the MCP tools reference.

Private SearXNG instances

  • SEARXNG_EXTRA_HEADERS adds headers to SearXNG requests in both CLI and MCP, including access-gateway credentials and a custom User-Agent.
  • Values such as @~/.config/searxncrawl/cf_secret load secrets from files; absolute and ~/ paths are supported.
  • Invalid header configuration disables SearXNG with a value-free warning; a configured You.com provider remains available.
  • Setup and JSON examples: SearXNG configuration.

Why searxNcrawl

Hosted search and crawl APIs are quick to start with, but every call goes through someone else's service and is billed per request or credit. searxNcrawl runs on your own machine or server.

searxNcrawlFirecrawlTavilyExa
Search and crawl run on your hardware✅ Python package or Docker; You.com queries go to You.com✅ Self-host stack (Docker Compose), or hosted API❌ Hosted API❌ Hosted API
API keyNot needed with SearXNG; You.com needs oneHosted API: needed. Self-hosted: not by defaultNeededOptional, anonymous use is rate-limited
Cost per callNone with SearXNG; You.com per its plansHosted: free monthly credits, then paid credits. Self-hosted: noneFree monthly credits, then paid creditsFree monthly credits, then paid per request
Search backendYour SearXNG (the engines you enable) and/or You.comHosted: Firecrawl's search. Self-hosted: SearXNG if configured, otherwise DuckDuckGoTavily's search APIExa's search index
LicenceMITAGPL-3.0MCP server MIT, API proprietaryMCP server MIT, API proprietary

Self-hosted Firecrawl can search through SearXNG too; it runs as a multi-service stack (API, Playwright service, Redis, RabbitMQ, PostgreSQL and more), while searxNcrawl is a single Python process with Chromium, plus your SearXNG instance if you use one.

Where the others are a better fit: if you do not want to run a search provider and a browser yourself, a hosted API is less work, and Exa's semantic search index or Firecrawl's extraction features go beyond what searxNcrawl does today. Comparison based on each project's public repository and documentation in October 2026; corrections are welcome. Firecrawl is a trademark of its owner; searxNcrawl is not affiliated with it.

FAQ

<details> <summary><b>Do I need SearXNG?</b></summary>

Only for the search tool, and only if you do not use You.com (YDC_API_KEY). crawl and crawl_site work without any search provider. SearXNG serves HTML only by default, so JSON output must be enabled (search.formats in settings.yml). Public instances may not enable it and often rate-limit automated requests, so run your own. Installation has a Docker one-liner.

</details> <details> <summary><b>Does it handle JavaScript-heavy pages?</b></summary>

Yes. Pages are rendered in Playwright's Chromium through Crawl4AI before they are converted to Markdown, so client-side content is captured.

</details> <details> <summary><b>Can it crawl pages behind a login?</b></summary>

Yes. Capture a session once with crawl-capture, then pass the saved storage_state file to crawl or crawl_site. See Session capture.

</details> <details> <summary><b>Can I run it remotely or share it with a team?</b></summary>
  • Start with --transport http (port 8000 by default) or Docker Compose (port 9555).
  • Put shared access behind an authenticated TLS proxy and connect clients to its /mcp endpoint.
  • Enable header protection and configure the externally visible Host and Origin allowlists.
</details> <details> <summary><b>Why is the first crawl slow?</b></summary>

The first crawl downloads Playwright's Chromium (about 550 MB on disk). Later runs reuse it. Set PLAYWRIGHT_AUTO_INSTALL=false where browsers are provisioned separately.

</details> <details> <summary><b>I used <code>searxng-mcp</code>. What changed?</b></summary>

searxng-mcp is deprecated in favour of searxNcrawl. It only searched SearXNG and could pick a random public instance; searxNcrawl adds page and site crawling but needs your own SEARXNG_URL (or a You.com key), as random public-instance selection is not included.

</details> <details> <summary><b>Do I need Arcade?</b></summary>
  • No. Connect directly over STDIO or HTTP for the standard setup.
  • The optional adapter connects a separately hosted worker to Arcade's authentication and gateway.
  • Arcade Cloud's current runner cannot install Playwright; the worker needs a compatible host.
</details>

Documentation

GuideContents
Installationuvx, Docker Compose, pip, uv, search providers and environment variables
MCP serverSTDIO and HTTP transports, client configuration, Host and CORS guards
MCP toolsParameters for crawl, crawl_site and search
CLIcrawl, search and crawl-capture
Python APIcrawl_page, crawl_site and crawler configuration overrides
Output formatsMarkdown and JSON structure, CrawledDocument
Session captureAuthenticated crawling with a saved browser session
MCP Registryserver.json and the publish steps
Arcade adapter (optional)Shared authentication and routing through Arcade; separate deployment
ArchitectureModules and features for contributors

Contributing

Bug reports, feature ideas and pull requests are welcome. Read the contributing guide and open an issue first for larger changes. Coding agents find project conventions in AGENTS.md. Report vulnerabilities privately as described in the security policy.

License

MIT — © 2026 DDM – Das Digitale Momentum GmbH & Co KG


<p align="center"> <sub>Maintained by <a href="https://www.das-digitale-momentum.de/en/open-source/#searxncrawl"><b>DDM – Das Digitale Momentum GmbH &amp; Co. KG</b></a>, Much, Germany · <a href="https://www.searxncrawl.io/">www.searxncrawl.io</a> · <a href="https://github.com/DasDigitaleMomentum">All our open-source projects</a></sub> </p>

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