CrawlEyes MCP Server runs on your own machine — the client starts it, so there is no endpoint to ping. 94 installs a week from pypi. Last commit 23 Sep 2026.
Web scraping & search for AI agents: extract, SearXNG search, rerank, robots compliance. No API key.
Today is the operative word: we check CrawlEyes MCP Server every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add CrawlEyes -- uvx crawleyes
{
"mcpServers": {
"CrawlEyes": {
"args": [
"crawleyes"
],
"command": "uvx"
}
}
}
[mcp_servers.CrawlEyes]
command = "uvx"
args = ["crawleyes"]
{
"mcpServers": {
"CrawlEyes": {
"args": [
"crawleyes"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"CrawlEyes": {
"args": [
"crawleyes"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
SEARXNG_URL (Optional. Base URL of a SearXNG instance (e.g. http://localhost:8080). If unset, falls back to Tavily keyless.), TAVILY_API_KEY (Optional. Tavily API key for higher-rate search fallback. If unset, uses Tavily keyless (rate-limited).).
The author declared them in the registry entry; get the values from the project itself.
A map of your codebase for AI agents: code graph, search, call paths and change impact. No API key.
Context-aware code retrieval MCP server — ranked, gated results for AI coding agents
Semantic code graph MCP server for coding agents
Local-first codebase intelligence MCP server for AI coding agents.
MCP server for Brevo: account, contacts, email reports. Needs a free API key.
MCP server for siGit (sigit.si): browse repos, search code, manage PRs/issues, web search.
Knowledge base for AI agents: search, read, tasks; write, correct, report outcomes via /mcp/write.
Google Search Console + GA4 for AI agents: properties, reports, indexing, verification, SEO.
Answers built from our own checks of this server.