# Scholar Feed MCP Server

> Use this tool when you need to efficiently search and analyze large volumes of research papers in CS, AI, and ML, and identify novel insights with LLM-powered scoring and summaries. It solves problems related to literature reviews, trend monitoring, and benchmark tracking by providing 23 specialized tools for in-depth research. Ideal for researchers, academics, and professionals seeking to stay up-to-date with the latest developments in their field.

Canonical page: https://skillsregistry.net/skills/ygao2005-scholar-feed-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ygao2005-scholar-feed-mcp

## Description

Enables searching and analyzing over 560,000 CS/AI/ML research papers with LLM-powered novelty scoring and summaries. Supports literature reviews, trend monitoring, benchmark tracking, and deep research sessions through 23 specialized tools.

## Trust

- **Trust score (0–1):** 0.79
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/j0wqmt30rx)
- **Repository:** <https://github.com/YGao2005/scholar-feed-mcp>

## 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": "ygao2005-scholar-feed-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ygao2005-scholar-feed-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ygao2005-scholar-feed-mcp/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