Mlsgrid

mlsgrid-mcp

A Model Context Protocol server that lets AI agents query real-estate (RESO / MLS Grid) data — search listings, pull comps, read market stats — over a database you populate with its companion project, mlsgrid-sync.

Status: pre-release (v0). The architecture is in place — the public mls.Source seam, a stdio server on the official Go SDK, and the Postgres adapter — and the full curated tool set works end to end: freshness, search, listing detail, comps, price history, market stats, and open houses, plus an opt-in read-only SQL escape hatch. What remains before v0.1.0 is release polish; see the roadmap.

How it fits together

MLS Grid API ──▶ mlsgrid-sync ──▶ PostgreSQL ──▶ mlsgrid-mcp ──▶ your AI agent
                 (replication)     (your data)    (this repo)     (Claude, …)

mlsgrid-sync does the replication and owns the schema contract. mlsgrid-mcp is a thin, read-only projection of that schema onto MCP tools. It pins the contract's major version and checks it at startup, so the two projects release independently.

Compliance — read this first

This server ships no MLS data and no credentials. It reads a database you populated under your own license. When you expose that data to an agent:

1. You must hold an executed MLS Grid Data License Agreement and per-MLS approval for the feeds in your database.
2. Anything an agent produces from the data is still bound by your license tier's display and distribution rules (IDX/VOW/back-office).
3. The server is read-only by construction — it opens read-only database sessions and never writes to your feed.

Quickstart

Install a release binary or:

go install github.com/piotrsenkow/mlsgrid-mcp/cmd/mlsgrid-mcp@latest

Or run the released container image (published per release to GitHub Container Registry):

docker run --rm -i \
  -e MLSGRID_MCP_DATABASE_URL=postgres://user:pass@host:5432/mls \
  ghcr.io/piotrsenkow/mlsgrid-mcp:latest

Point it at the database mlsgrid-sync produced and verify the connection:

export MLSGRID_MCP_DATABASE_URL=postgres://user:pass@host:5432/mls?sslmode=disable
mlsgrid-mcp check

check asserts the schema-contract version and prints a data-freshness readout (the same information the get_data_freshness tool returns). Running the binary with no arguments serves the MCP protocol over stdio — that is how MCP clients launch it.

Use it from Claude Code

claude mcp add mlsgrid -- \
  env MLSGRID_MCP_DATABASE_URL=postgres://user:pass@host:5432/mls mlsgrid-mcp

Use it from Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "mlsgrid": {
      "command": "mlsgrid-mcp",
      "env": {
        "MLSGRID_MCP_DATABASE_URL": "postgres://user:pass@host:5432/mls"
      }
    }
  }
}

For production, point the URL at a read-only database role — see docs/adapters.md.

query_sql (opt-in SQL escape hatch)

Beyond the curated tools, mlsgrid-mcp can expose a single tool, query_sql, that runs a caller-supplied read-only SELECT. It is off by default and meant for one-off questions the curated tools don't cover. Because it hands an agent raw SQL, it is gated on three things at once:

1. You enable it — MLSGRID_MCP_SQL_ENABLED=true (or sql.enabled: true).
2. A least-privilege role — the server refuses to expose it over a superuser connection, and every query runs in a read-only transaction under a statement timeout (MLSGRID_MCP_SQL_TIMEOUT, default 5s) with a row cap (MLSGRID_MCP_SQL_MAX_ROWS, default 1000).
3. A lexical guard — input that isn't a lone SELECT/WITH, or that contains writes, DDL, multiple statements, or server-side file/IO functions, is rejected before it reaches the database.

Provision a dedicated read-only role and point the server at it (adjust the schema if you changed it from the default mlsgrid):

CREATE ROLE mlsgrid_ro LOGIN PASSWORD '…';           -- not a superuser
GRANT CONNECT ON DATABASE mls TO mlsgrid_ro;
GRANT USAGE ON SCHEMA mlsgrid TO mlsgrid_ro;
GRANT SELECT ON ALL TABLES IN SCHEMA mlsgrid TO mlsgrid_ro;
-- so future mlsgrid-sync tables are readable too:
ALTER DEFAULT PRIVILEGES IN SCHEMA mlsgrid GRANT SELECT ON TABLES TO mlsgrid_ro;

export MLSGRID_MCP_DATABASE_URL=postgres://mlsgrid_ro:…@host:5432/mls
export MLSGRID_MCP_SQL_ENABLED=true
mlsgrid-mcp check   # the features line shows sql=true when it will be exposed

check prints why the tool is withheld if the connection is a superuser or the source can't back it. Leave MLSGRID_MCP_SQL_ENABLED unset to keep only the curated tools.

Tools

Structured JSON out, whole-dollar money, a data-as-of timestamp on every response. Full catalog in docs/tools.md.

Extending it

The tools are written against one interface, mls.Source, with no knowledge of where the data lives. Implement that interface over your own store — in a separate, even private, repository — and reuse every tool via plain Go composition. See docs/adapters.md and docs/architecture.md.

License

Apache-2.0. Not affiliated with or endorsed by MLS Grid LLC.