MCP server · Crawl4AI

Crawl4AI Cloud MCP Server

Crawl4AI ships a hosted, streamable-HTTP MCP server at https://gate.crawl4ai.com/mcp that exposes the Cloud API as five native agent tools. tools/list answers ANONYMOUSLY — the full tool set with complete JSON Schema inputSchemas came back on an unauthenticated POST — while tools/call requires a key. The separately-distributed Claude Code plugin also ships a local stdio server, so both deployment modes exist.

View descriptor → Crawl4AI provider profile

One-click install for Cursor, VS Code, Claude, and 20+ other MCP clients, powered by API Commons MCP Install — visit install.apicommons.org for more information.

⚠ Proposed MCP surface. No official hosted MCP server was found for Crawl4AI. The tools below are a candidate set derived from this provider's API, and the link points at the source descriptor rather than a live server. If Crawl4AI publishes an official server, this page will update to it on the next build.

Provider: Crawl4AI Type: Candidate descriptor Transport: Host: raw.githubusercontent.com

Descriptor

https://raw.githubusercontent.com/api-evangelist/crawl4ai/refs/heads/main/mcp/crawl4ai-mcp.yml

Candidate descriptor · transport

Tools

scrape — Scrape a web page and return clean markdown or HTML.
search — Search the web (browser-free, multi-engine) and return ranked results. rich=true adds follow-up questions, related queries and an entity card.
answer — EXPERIMENTAL: get a direct answer to a question with its sources; `answered` is false when no direct answer exists.
extract — Extract structured data from a page using an LLM. Give a URL plus either an instruction or a JSON schema.
batch — Scrape many URLs in one call; returns one result per URL (NDJSON).

About MCP

The Model Context Protocol (MCP) is an open protocol Anthropic introduced for connecting LLM-based agents to external tools and data sources. Providers publish MCP servers that expose their API surface as structured, discoverable tools — an MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.) can connect to the server and call its tools without any per-provider integration code.

Browse every MCP server on the APIs.io network or compare with the broader Agent Skill surfaces of the same providers.

Work with this as data

Every MCP server here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for mcp servers

4 MCP tools reach this

find_mcpBrowse and filter every MCP server in the catalog.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

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