# AstroInsight Research Assistant

> Use this tool when you need to streamline your academic research workflow and generate innovative hypotheses. The AstroInsight Research Assistant solves problems of manual literature review and idea generation by automatically searching and extracting key information from ArXiv papers. It takes in keywords and outputs generated research hypotheses, making it ideal for researchers looking to accelerate their research process.

Canonical page: https://skillsregistry.net/skills/daiduo2-generate-hypothesis-mcp  
JSON: https://api.skillsregistry.net/v1/skills/daiduo2-generate-hypothesis-mcp

## Description

Enables AI-powered academic research workflow from keyword search to hypothesis generation. Integrates multiple AI models to automatically search ArXiv papers, extract key information, and generate innovative research hypotheses for researchers.

## Trust

- **Trust score (0–1):** 0.57
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/i61bnw716p)
- **Repository:** <https://github.com/daiduo2/generate-hypothesis-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": "daiduo2-generate-hypothesis-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/daiduo2-generate-hypothesis-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/daiduo2-generate-hypothesis-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