webfetch 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 Jul 2026.
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
We read the source, 22 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
from webfetch.update_check import available_update
notice = available_update()
if notice:
print("\n" + notice)
__import__(module)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
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 webfetch -- uvx webfetch-llm
{
"mcpServers": {
"webfetch": {
"args": [
"webfetch-llm"
],
"command": "uvx"
}
}
}
[mcp_servers.webfetch]
command = "uvx"
args = ["webfetch-llm"]
{
"mcpServers": {
"webfetch": {
"args": [
"webfetch-llm"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"webfetch": {
"args": [
"webfetch-llm"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
BRAVE_API_KEY (Optional - adds Brave to the multi-engine fusion. DDG works with no keys at all.), SERPER_API_KEY (Optional - adds Serper (Google results) to the multi-engine fusion.), TAVILY_API_KEY (Optional - adds Tavily to the multi-engine fusion.), WEBFETCH_PROVIDER (Optional - search strategy: multi (RRF fusion of available engines, default), fallback (priority failover), or a single engine name like ddg.).
The author declared them in the registry entry; get the values from the project itself.
Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
Search the web and fetch pages with sourced results, optimized for AI agents
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Free open-source web search and page reading for LLMs, AI agents, and RAG.
Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.
Answers built from our own checks of this server.