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Wigolo MCP Server

Local-first web intelligence MCP server for AI coding agents

Remote serverstreamable-httpPython

What is the Wigolo MCP Server?

Local-first web intelligence MCP server for AI coding agents

What it actually does

Local-first web intelligence for AI agents — no keys, no cloud, no metered bill.

  • Built for agents. — One MCP call fans out many queries across many engines in parallel, which a serial host tool-loop can't replicate. Every result carries transparent per-result scoring, and output is budget-aware
  • Honest output. — Stale cache, failed fetches, degraded backends, and truncation are surfaced in the result. When a bot-protected page can't be read, you get a labeled blocked_by_challenge failure, not a challenge shell returned as content
  • $0 per query, free to re-query. — Default search talks to public engines through direct adapters; the reranker and embeddings run on-device. Every response is cached, so asking again is instant and costs nothing
  • Private by default. — Cache, embeddings, models, and config live under ~/.wigolo/. Nothing reaches a third party unless you explicitly opt into an LLM for synthesis

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Wigolo MCP Server

{
  "mcpServers": {
    "wigolo": {
      "command": "npx",
      "args": ["-y", "wigolo"],
      "env": {
        "WIGOLO_LLM_PROVIDER": "your-value",
        "GEMINI_API_KEY": "your-value",
        "WIGOLO_SEARCH": "your-value",
        "WIGOLO_GITHUB_TOKEN": "your-value",
        "WIGOLO_TLS_TIER": "your-value",
        "WIGOLO_EAGER_WARMUP": "your-value",
        "WIGOLO_API_TOKEN": "your-value",
        "PROXY_URL": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
WIGOLO_LLM_PROVIDERConfiguration value read at startup.Optional
GEMINI_API_KEYCredential the server authenticates with.Yes
WIGOLO_SEARCHConfiguration value read at startup.Optional
WIGOLO_GITHUB_TOKENCredential the server authenticates with.Yes
WIGOLO_TLS_TIERConfiguration value read at startup.Optional
WIGOLO_EAGER_WARMUPConfiguration value read at startup.Optional
WIGOLO_API_TOKENCredential the server authenticates with.Yes
PROXY_URLEndpoint or connection string the server talks to.Yes

Frequently asked questions

Local-first web intelligence MCP server for AI coding agents Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

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