# fynor-mcp-scorecard

> Use this tool when you need to assess the reliability of AI agents interacting with various interfaces, such as REST, GraphQL, and gRPC. It solves problems of agent compatibility and readiness by checking multiple protocols, including MCP, SOAP, WebSocket, and CLI. The fynor-mcp-scorecard tool provides a comprehensive scorecard as output, taking in interface inputs from git repositories and other sources.

Canonical page: https://skillsregistry.net/skills/sriramkarthick-fynor-mcp-scorecard  
JSON: https://api.skillsregistry.net/v1/skills/sriramkarthick-fynor-mcp-scorecard

## Description

Agent reliability platform — checks every REST, GraphQL, gRPC, WebSocket, SOAP, MCP, and CLI interface for AI agent-readiness

## Trust

- **Trust score (0–1):** 0.84
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/sriramkarthick/fynor-mcp-scorecard)

## 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": "sriramkarthick-fynor-mcp-scorecard"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/sriramkarthick-fynor-mcp-scorecard` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/sriramkarthick-fynor-mcp-scorecard/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