# unfragile-mcp-server

> Use this tool when you need to efficiently search and discover capabilities across a vast repository of AI artifacts, solving problems of scalability and discovery in AI model integration. It provides a comprehensive match graph, allowing users to explore over 100K+ capabilities across 13K+ AI artifacts. Ideal for use cases requiring rapid identification of suitable AI models or capabilities, streamlining the development and deployment of AI-powered applications.

Canonical page: https://skillsregistry.net/skills/savirinc-unfragile-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/savirinc-unfragile-mcp-server

## Description

The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **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/d4t1eqw69l)
- **Repository:** <https://github.com/Savirinc/unfragile-mcp-server>

## 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": "savirinc-unfragile-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/savirinc-unfragile-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/savirinc-unfragile-mcp-server/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