# gw-mcp-server

> gw-mcp-server — machanism-org-gw-mcp-server. Use this tool when you need to integrate metadata retrieval and library recommendation capabilities with a runtime server to expose tools over STDIO or HTTP. It solves problems related to metadata management, registration, and library recommendations, particularly in git-based workflows. The tool accepts inputs via STDIO or HTTP and outputs recommended libraries and metadata, making it suitable for use cases requiring automated metadata processing and tool exposure.

Canonical page: https://skillsregistry.net/skills/machanism-org-gw-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/machanism-org-gw-mcp-server

## Description

Ghostwriter MCP Server combines Ghostwriter and Bindex Core's metadata retrieval, registration, and library recommendation capabilities with Machai MCP Server runtime to expose tools over STDIO or HTTP

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** Apache-2.0
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/machanism-org/gw-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": "machanism-org-gw-mcp-server"
    }
  }
}
```

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