# docsray-mcp

> Use this tool when you need to extract insights from documents and analyze their structure, as it provides advanced document perception capabilities, including text extraction and deep content understanding. It solves problems related to document processing, such as information retrieval and content analysis, by integrating multiple tools and providers. The tool accepts document inputs and outputs extracted text, structure, and insights, making it ideal for use cases that require automated document understanding.

Canonical page: https://skillsregistry.net/skills/johnfkraus-docsray-mcp  
JSON: https://api.skillsregistry.net/v1/skills/johnfkraus-docsray-mcp

## Description

An MCP server that provides AI assistants with advanced document perception capabilities including text extraction, structure analysis, and deep content understanding through multiple tools and providers.

## Trust

- **Trust score (0–1):** 0.48
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/u60yp8vfs4)
- **Repository:** <https://github.com/johnfkraus/docsray-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": "johnfkraus-docsray-mcp"
    }
  }
}
```

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