webfetch
Rank #5,131io.github.firish/webfetch
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
webfetch is a Model Context Protocol (MCP) server published by firish. It ranks #5,131 of 115,460 servers tracked on MCP Toplist, and its repository has 55 GitHub stars. webfetch is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Jul 15, 2026 and most recently updated on Jul 19, 2026.
Ranks ahead of 110,329 of 115,460 servers on MCP Toplist.
Use webfetch
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add webfetch -e "BRAVE_API_KEY=<your BRAVE_API_KEY>" -e "SERPER_API_KEY=<your SERPER_API_KEY>" -e "TAVILY_API_KEY=<your TAVILY_API_KEY>" -e "WEBFETCH_PROVIDER=<your WEBFETCH_PROVIDER>" -- uvx webfetch-llmReplace each placeholder with your own value before saving.
[mcp_servers.webfetch]
command = "uvx"
args = ["webfetch-llm"]
[mcp_servers.webfetch.env]
BRAVE_API_KEY = "<your BRAVE_API_KEY>"
SERPER_API_KEY = "<your SERPER_API_KEY>"
TAVILY_API_KEY = "<your TAVILY_API_KEY>"
WEBFETCH_PROVIDER = "<your WEBFETCH_PROVIDER>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"webfetch": {
"command": "uvx",
"args": [
"webfetch-llm"
],
"env": {
"BRAVE_API_KEY": "<your BRAVE_API_KEY>",
"SERPER_API_KEY": "<your SERPER_API_KEY>",
"TAVILY_API_KEY": "<your TAVILY_API_KEY>",
"WEBFETCH_PROVIDER": "<your WEBFETCH_PROVIDER>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"webfetch": {
"command": "uvx",
"args": [
"webfetch-llm"
],
"env": {
"BRAVE_API_KEY": "<your BRAVE_API_KEY>",
"SERPER_API_KEY": "<your SERPER_API_KEY>",
"TAVILY_API_KEY": "<your TAVILY_API_KEY>",
"WEBFETCH_PROVIDER": "<your WEBFETCH_PROVIDER>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"webfetch": {
"type": "stdio",
"command": "uvx",
"args": [
"webfetch-llm"
],
"env": {
"BRAVE_API_KEY": "<your BRAVE_API_KEY>",
"SERPER_API_KEY": "<your SERPER_API_KEY>",
"TAVILY_API_KEY": "<your TAVILY_API_KEY>",
"WEBFETCH_PROVIDER": "<your WEBFETCH_PROVIDER>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"webfetch": {
"command": "uvx",
"args": [
"webfetch-llm"
],
"env": {
"BRAVE_API_KEY": "<your BRAVE_API_KEY>",
"SERPER_API_KEY": "<your SERPER_API_KEY>",
"TAVILY_API_KEY": "<your TAVILY_API_KEY>",
"WEBFETCH_PROVIDER": "<your WEBFETCH_PROVIDER>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"webfetch": {
"command": "uvx",
"args": [
"webfetch-llm"
],
"env": {
"BRAVE_API_KEY": "<your BRAVE_API_KEY>",
"SERPER_API_KEY": "<your SERPER_API_KEY>",
"TAVILY_API_KEY": "<your TAVILY_API_KEY>",
"WEBFETCH_PROVIDER": "<your WEBFETCH_PROVIDER>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.firish%2Fwebfetch)<a href="https://mcptoplist.com/server/io.github.firish%2Fwebfetch"><img src="https://mcptoplist.com/badge/io.github.firish%2Fwebfetch.svg" alt="MCP Toplist: Top 5% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
firish
Other servers by firish
View all firish servers →Available versions (1)
| Version | Published |
|---|---|
| 0.1.3 | Jul 19, 2026 |
Frequently asked questions
- Who maintains webfetch?
- webfetch is maintained by firish, which publishes 2 MCP servers (16 total versions) tracked on MCP Toplist.
- Is webfetch listed on the Official MCP Registry?
- Yes — webfetch is listed on the Official MCP Registry, alongside Glama.
- How many versions does webfetch have?
- MCP Toplist tracks 1 version of webfetch, most recently published on Jul 19, 2026.
- Where can I find the source code for webfetch?
- The source code for webfetch is hosted at github.com/firish/webfetch.