real-estate-data-mcp-server

Provides an MCP server with tools to query public US real-estate related data (housing stats, demographics, nearby amenities, comparisons, cost-of-living/affordability) using US Census ACS and OpenStreetMap (Nominatim/Overpass).

Evaluated Apr 04, 2026 (0d ago)

Homepage ↗ Repo ↗ Ai Ml mcp python real-estate housing-statistics demographics census-acs openstreetmap overpass nominatim ai-agents data-api

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

Rate Limits

🔒 Security

TLS Enforcement

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

Based on README/manifest only: no auth/scopes described and upstream use is described as keyless for basic access. TLS enforcement and secret handling specifics are not documented; score assumes typical HTTPS client behavior but cannot be confirmed. Dependency list is minimal in manifest (mcp[cli], httpx) but no vulnerability/CVE or pinning info is provided.

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

Best When

Exploratory analytics and agent-assisted research where public datasets (Census ACS, OSM) are acceptable and approximate comparisons are sufficient.

Avoid When

When you need high reliability with explicit retries/idempotency semantics, strict data provenance controls beyond public sources, or strong contractual guarantees.

Use Cases

• Answer housing and demographic questions for US states/counties
• Compare housing metrics across multiple locations
• Find nearby amenities (schools, hospitals, parks, transit, supermarkets) around a lat/lon
• Support neighborhood/place search with key housing stats
• Provide cost/affordability style summaries using Census-derived indicators

Not For

• Making decisions requiring guaranteed accuracy at fine spatial/temporal resolution beyond Census/OSM availability
• Operations needing authenticated access to restricted or proprietary datasets
• Use in workflows requiring strict SLAs or documented uptime/reliability guarantees

Interface

REST API

GraphQL

gRPC

MCP Server

Yes

SDK

Webhooks

Authentication

OAuth: No Scopes: No

README claims no API keys required for basic usage of upstream free public APIs. No MCP/auth mechanism described.

Pricing

Free tier: No

Requires CC: No

No pricing or metering information provided. Upstream public APIs are described as free; agent runtime and third-party usage policies may still apply.

Agent Metadata

Pagination

none

Idempotent

False

Retry Guidance

Not documented

Known Gotchas

⚠ No documented error format, retry strategy, or pagination semantics in the provided README.
⚠ Census/OSM availability and rate limits are not described; tools may fail or be slow depending on upstream responsiveness.
⚠ Geocoding/amenities queries may be sensitive to ambiguous place names or coordinate precision; ensure consistent input formats (state abbreviations, FIPS county codes, lat/lon).

Alternatives

Direct use of Census API/ACS datasets Using OpenStreetMap Nominatim/Overpass directly Other MCP servers or datasets for real-estate/housing analytics (if available in your environment)

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Scores are editorial opinions as of 2026-04-04.