connect-mls-to-claude

connect-mls-to-claude is a skill for Claude Code from TheProsperityAgent/prosperity-real-estate-skills. It costs 73 tokens per session (656 once invoked), scanned A, original, MIT.

A workflow for bringing exported local MLS data into Claude for real-estate analysis. An MLS is a regional database of property listings and sales records.

In plain words
What is it for?
It helps create market reports, compare similar sales, review days on market and price per square foot, and analyze listings or prepare client content.
Why use it?
It gives agents a practical way to analyze their own market data even when their MLS has no direct software connection.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the real-estate-skills plugin — 4 skills shipped together

Good fit It helps create market reports, compare similar sales, review days on market and price per square foot, and analyze listings or prepare client content.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/theprosperityagent/prosperity-real-estate-skills/connect-mls-to-claude
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add TheProsperityAgent/prosperity-real-estate-skills --skill connect-mls-to-claude
Clone the repo
git clone --depth 1 https://github.com/TheProsperityAgent/prosperity-real-estate-skills

Made for: Claude Code.

Or install real-estate-skills, the plugin that ships this one along with the rest of its 4 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for connect-mls-to-claude

README.md
[![agentmods](https://agentmods.dev/badge/skills/theprosperityagent/prosperity-real-estate-skills/connect-mls-to-claude/github.svg)](https://agentmods.dev/skills/theprosperityagent/prosperity-real-estate-skills/connect-mls-to-claude)
Your own site
<a href="https://agentmods.dev/skills/theprosperityagent/prosperity-real-estate-skills/connect-mls-to-claude"><img src="https://agentmods.dev/badge/skills/theprosperityagent/prosperity-real-estate-skills/connect-mls-to-claude/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for connect-mls-to-claude

Your own site · 80×15
<a href="https://agentmods.dev/skills/theprosperityagent/prosperity-real-estate-skills/connect-mls-to-claude"><img src="https://agentmods.dev/badge/skills/theprosperityagent/prosperity-real-estate-skills/connect-mls-to-claude.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 656 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00073 $0.00656
Opus 5 $0.00036 $0.00328
Sonnet 5 $0.00015 $0.00131
Haiku 4.5 $0.00007 $0.00066

Measured 12d ago against content hash 63aab7f1a3a9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

connect-mls-to-claude scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/connect-mls-to-claude/SKILL.md · 40 lines

How it starts

The opening of the file, as written. The whole thing — 40 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Connect Your MLS to Claude

This skill helps a real estate agent bring their own local MLS data into Claude and analyze it: market reports, comparable sales, days on market, price per square foot, and listing analysis. It works for any agent in the United States.

The reality of MLS data (set expectations first)

There is no single national MLS. There are hundreds of local MLS systems, and each one is different. Some offer an API or an IDX data feed; many do not. So there are two ways an agent gets their data into Claude:

  1. Export (works for everyone). In your MLS, run the search you want, active, pending, or sold, for your area and timeframe, then export the results to a CSV or spreadsheet. Bring that file into Claude and ask it to analyze it. This is the universal path, and this skill assumes it.
  2. API or IDX feed (only if your MLS offers one). Some MLS systems provide a feed that an integration can pull from. Check what your specific MLS actually provides before you plan around it, because plenty of MLS systems offer no feed at all.

How to use it

Ask the agent for two things:

  • What they want: a market report for clients, a comps analysis for pricing, a listing's competitive position, or days-on-market trends.
  • Their exported MLS data (CSV or spreadsheet) for the area and timeframe.

Then help them:

  • Summarize the market honestly, using only the numbers in the file: median and average price, days on market, price per square foot, and active versus sold counts.
  • Build a client-ready market report or a comps narrative.
  • Compare a subject listing to the comps that are actually in the data.

Rules (non-negotiable)

  • Use only the numbers in the agent's file. Do not invent a price, a comp, a school rating, or a trend. If the data is not there, say so plainly.
  • Fair Housing compliant: describe the market and the homes, not the buyers or who "should" live somewhere. No school-as-a-selling-point, no demographic steering, no coded community rankings.
  • Plain, honest analysis. No hype, no scarcity language. No em dashes.
  • Every MLS has its own rules about how its data may be used and displayed. Respect your MLS's rules; this skill helps you analyze data you are entitled to use.

Read the full file on GitHub · 40 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 40 lines · 73 tokens per session scan A 63aab7f1a3a9

Subscribe to this mod's changes

connect-mls-to-claude is a skill published in the GitHub repository TheProsperityAgent/prosperity-real-estate-skills (8 stars, last pushed 1mo ago), licensed MIT. It adds 73 tokens to every session and 656 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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