Architecture
The Adspirer MCP server uses a shared-skills architecture for consistent behavior across all AI clients.System Overview
Shared Skills
Skills are defined as Markdown templates inshared/skills/. Each skill contains:
- SKILL.md — The skill definition with instructions and workflow steps
- references/ — Supporting documents and examples
Plugin System
Each IDE gets a tailored plugin that adapts the shared skills to its environment:| IDE | Plugin Location | Adapts For |
|---|---|---|
| Claude Code | plugins/claude-code/ | Slash commands, CLAUDE.md, subagents |
| Cursor | plugins/cursor/ | .cursor/rules, MCP config |
| Codex | plugins/codex/ | config.toml, agent instructions |
| OpenClaw | plugins/openclaw/ | Plugin manifest, commands |
Server Registry
The MCP server is registered atregistry.modelcontextprotocol.io as com.adspirer/ads. The server.json file contains the registry manifest with server metadata, capabilities, and authentication requirements.