# ai.groundroute/web-search

> Use this tool when you need to perform efficient web searches across multiple engines, as it routes queries to the cheapest option and caches results for future use, solving problems of costly and redundant searches. It takes in search queries as input and returns relevant results, streamlining the search process for AI agents. Ideal for use cases requiring comprehensive and cost-effective information gathering.

Canonical page: https://skillsregistry.net/skills/ai-groundroute-web-search  
JSON: https://api.skillsregistry.net/v1/skills/ai-groundroute-web-search

## Description

Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 0.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-06-14

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.groundroute%2Fweb-search)
- **Repository:** <https://github.com/PROJECT-B-26/groundroute-mcp>

## Use it

MCP endpoint published by the skill: `https://api.groundroute.ai/mcp`

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ai-groundroute-web-search"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ai-groundroute-web-search` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ai-groundroute-web-search/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt