# io.github.x-hannibal/webshift

> Use this tool when you need to fetch, clean, and rerank web content for AI agents, solving problems of noisy web data and inefficient information retrieval. It takes in web search queries and outputs denoised, relevant content, making it ideal for applications requiring accurate and reliable web data. This Rust MCP server is particularly useful in contexts where AI agents require high-quality web data to inform their decisions or actions.

Canonical page: https://skillsregistry.net/skills/io-github-x-hannibal-webshift  
JSON: https://api.skillsregistry.net/v1/skills/io-github-x-hannibal-webshift

## Description

Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.

## Trust

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

## Facts

- **Version:** 0.2.10
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-04-17

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.x-hannibal%2Fwebshift)
- **Repository:** <https://github.com/x-hannibal/webshift>

## Use it

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": "io-github-x-hannibal-webshift"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-x-hannibal-webshift` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-x-hannibal-webshift/pull`

---
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