# mcp-reranker

> Use this tool when you need to enhance the accuracy of document retrieval and ranking in AI systems, such as RAG and decision-making agents. The mcp-reranker takes in a list of documents and their corresponding scores, and outputs a reranked list based on semantic relevance calculated using sentence-transformers. Ideal for use cases where high-precision document retrieval is critical, such as question answering, information retrieval, and text classification.

Canonical page: https://skillsregistry.net/skills/globalpocket-mcp-reranker  
JSON: https://api.skillsregistry.net/v1/skills/globalpocket-mcp-reranker

## Description

A generic Model Context Protocol (MCP) server for high-accuracy document reranking using sentence-transformers (Cross-Encoder). Ideal for enhancing RAG and AI agent decision-making. sentence-transformers (Cross-Encoder) を使用して文書の関連度を再計算・ソートする汎用 MCP (Model Context Protocol) サーバー。

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vtekm1ibye)
- **Repository:** <https://github.com/globalpocket/mcp-reranker>

## 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": "globalpocket-mcp-reranker"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/globalpocket-mcp-reranker` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/globalpocket-mcp-reranker/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