{"id":"real-estate-data-mcp-server","name":"real-estate-data-mcp-server","homepage":"https://pypi.org/project/real-estate-data-mcp-server/","repo_url":"https://github.com/AiAgentKarl/real-estate-data-mcp-server","category":"ai-ml","subcategories":[],"tags":["mcp","python","real-estate","housing-statistics","demographics","census-acs","openstreetmap","overpass","nominatim","ai-agents","data-api"],"what_it_does":"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).","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"],"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.","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)"],"af_score":57.0,"security_score":29.5,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:46:03.993588+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"README claims no API keys required for basic usage of upstream free public APIs. No MCP/auth mechanism described."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing or metering information provided. Upstream public APIs are described as free; agent runtime and third-party usage policies may still apply."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":57.0,"security_score":29.5,"reliability_score":20.0,"mcp_server_quality":75.0,"documentation_accuracy":70.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":95.0,"rate_limit_clarity":20.0,"tls_enforcement":40.0,"auth_strength":10.0,"scope_granularity":0.0,"dependency_hygiene":20.0,"secret_handling":80.0,"security_notes":"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.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":20.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_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)."]}}