# File AI

> Use this tool when you need to parse and understand document content without dealing with raw file formats, enabling agents to cite and reference specific information within files. It solves problems related to document awareness and information retrieval, providing structured profiles, blocks, chunks, and search results as output. Ideal for use cases where agents require read-only access to local files, such as data analysis, research, or knowledge graph construction.

Canonical page: https://skillsregistry.net/skills/flyfish-dev-file-ai  
JSON: https://api.skillsregistry.net/v1/skills/flyfish-dev-file-ai

## Description

A read-only MCP server that provides document awareness for agents by parsing local files into structured profiles, blocks, chunks, and search results, enabling agents to understand and cite document content without dealing with raw file formats.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/nw1ms8l1gi)
- **Repository:** <https://github.com/flyfish-dev/file-ai>

## 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": "flyfish-dev-file-ai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/flyfish-dev-file-ai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/flyfish-dev-file-ai/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