# windex MCP server

> windex MCP server — stevemurr-windex. Use this tool when you need to perform hybrid searches over large, continuously updated datasets, such as news articles or GitHub repositories, using your own custom embedding model. It solves problems related to information retrieval and knowledge discovery by indexing public datasets and enabling dense and sparse search capabilities. The windex MCP server takes in custom embedding models and public dataset inputs, outputting relevant search results via the Model Context Protocol.

Canonical page: https://skillsregistry.net/skills/stevemurr-windex  
JSON: https://api.skillsregistry.net/v1/skills/stevemurr-windex

## Description

Enables hybrid search (dense + sparse) over self-hosted indexes of continuously ingested public datasets (news, GitHub, Wikipedia, arXiv, small web, devdocs, Hacker News) using your own embedding model, served via the Model Context Protocol.

## Trust

- **Trust score (0–1):** 0.42
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/n4cmg1iq2r)
- **Repository:** <https://github.com/stevemurr/windex>

## 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": "stevemurr-windex"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/stevemurr-windex` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/stevemurr-windex/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