MCPLow riskUnclaimed
webfetch
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
firishfirish/webfetch
server.json
{
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"name": "io.github.firish/webfetch",
"description": "Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching",
"title": "webfetch",
"repository": {
"url": "https://github.com/firish/webfetch",
"source": "github"
},
"version": "0.1.3",
"packages": [
{
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"identifier": "webfetch-llm",
"version": "0.1.3",
"runtimeHint": "uvx",
"transport": {
"type": "stdio"
},
"environmentVariables": [
{
"description": "Optional - adds Brave to the multi-engine fusion. DDG works with no keys at all.",
"isSecret": true,
"name": "BRAVE_API_KEY"
},
{
"description": "Optional - adds Serper (Google results) to the multi-engine fusion.",
"isSecret": true,
"name": "SERPER_API_KEY"
},
{
"description": "Optional - adds Tavily to the multi-engine fusion.",
"isSecret": true,
"name": "TAVILY_API_KEY"
},
{
"description": "Optional - search strategy: multi (RRF fusion of available engines, default), fallback (priority failover), or a single engine name like ddg.",
"name": "WEBFETCH_PROVIDER"
}
]
}
]
}Permissions
DeclaredDetected
Runs code—
pythonInstalls—
pypi:webfetch-llm@0.1.3Runs install scripts—None
NetworkNoneNone
Needs credentials
BRAVE_API_KEYSERPER_API_KEYTAVILY_API_KEYBRAVE_API_KEYSERPER_API_KEYTAVILY_API_KEYOutside the workspace—None
Agent tools—None
Checks
Low risk · Nothing worth a warning was found.
Not reviewed by a person · Checked by rules; the model review is not switched on yet.
Versions
- #10.1.3latestOct 7, 2026
webfetchOpen in Codeg