# MCP Server for Gemini CLI Agent Orchestration

> Use this tool when you need to orchestrate AI agents, automate workflows, and manage tool registries in a centralized manner. It exposes callable tools via HTTP endpoints, enabling seamless integration with AI agents like Gemini CLI. Ideal for use cases requiring automated task execution, tool discovery, and workflow optimization, this server accepts API requests as input and returns executable tools and workflow outputs.

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

## Description

Flask-based server that exposes callable tools via HTTP endpoints for AI agents like Gemini CLI, enabling agent orchestration, tool introspection, and workflow automation with a centralized tool registry.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/o36vo7lebq)
- **Repository:** <https://github.com/swahlquist/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": "swahlquist-mcp-server"
    }
  }
}
```

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

---
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