# io.github.pavelpiha/specrun

> Use this tool when you need to convert OpenAPI specs into functional tools that can query API endpoints, solving issues with API testing and integration. It takes OpenAPI specifications as input and generates executable tools as output, streamlining API development and validation. Ideal for use cases where automated API testing and validation are required, such as in CI/CD pipelines or development environments.

Canonical page: https://skillsregistry.net/skills/io-github-pavelpiha-specrun  
JSON: https://api.skillsregistry.net/v1/skills/io-github-pavelpiha-specrun

## Description

MCP server that converts OpenAPI specs into tools which can query API endpoints

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.4.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** api-integration
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.pavelpiha%2Fspecrun)
- **Repository:** <https://github.com/pavelpiha/specrun>

## 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": "io-github-pavelpiha-specrun"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-pavelpiha-specrun` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-pavelpiha-specrun/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