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<img src="assets/mcll.png" width="440" alt="MCLL Real Estate"/>

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Agent Skills

AI agent skills for [MCLL Real Estate](https://mcllrealestate.com): published Thai residences for sale and rent

Frontmatter-validated and security-scanned on every push. Read-only, no API key.

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Install

Install via skills.sh:

# All skills
npx skills add mcllrealestate/agent-skills

# Individual skill
npx skills add mcllrealestate/agent-skills --skill mcll-real-estate

Or read skills/mcll-real-estate/SKILL.md directly. The skill is self-contained and optimised for Claude Code; it degrades gracefully on any agent that implements the Agent Skills standard.

The Claude Code marketplace manifest lives at .claude-plugin/marketplace.json and exposes the skill under real-estate-skills.

Requirements

• An agent that can make HTTP requests: an MCP client (Streamable HTTP), or plain curl / fetch
• No authentication, no API key, no write access.

mcll-real-estate

Published MCLL listings, residences for sale and rent across Bangkok, Phuket, and the islands. Listings are reachable through an MCP server, a REST API, and Markdown. Areas, news, and developments are reachable as Markdown only.

Listings

• MCP server: https://mcllrealestate.com/api/mcp (Streamable HTTP). Tools: search_listings, get_listing, and execute.
• [Code Mode](https://developers.cloudflare.com/agents/model-context-protocol/codemode/): execute runs JavaScript in a Cloudflare sandbox with mcll.search(args) and mcll.get(args). Use it to compare, rank, or compute across listings in one call.
• REST API: GET /api/listings and GET /api/listings/{type}/{slug}, described by /api/openapi.json.
• Markdown: send Accept: text/markdown to a listing detail URL for a clean text rendition.

# One listing, as Markdown:
curl -s -H "Accept: text/markdown" \
  https://mcllrealestate.com/en/buy/villa/phuket/kamala/kamala-cliff-villa

Areas, news, developments

No MCP tool or REST endpoint covers these. Send Accept: text/markdown to an individual area, news, or development page and the site returns Markdown in place of HTML. Find the URLs through the sitemap; index and static pages stay HTML.

Discovery: sitemap · API catalog · MCP server card · site guide.

Quality

• Follows the agentskills.io open standard.
• CI validates SKILL.md frontmatter, marketplace parity, and eval metadata.
• cisco-ai-defense/skill-scanner scans pull requests and pushes with policy balanced, fail-on critical.
• The site advertises the skill through /.well-known/agent-skills/index.json. Updating SKILL.md requires updating that published digest before release.

License

MIT