"Using GitLab Semantic Search for Code Implementation" matching MCP servers:

Enables users to search UK property prices by postcode, street, or city using the HM Land Registry's SPARQL endpoint. It also provides tools for resolving postcodes and finding nearby locations through Ordnance Survey data.

Enables AI agents to search, compare, and interact with Apartments.com rental listings, including scheduling tours and contacting property managers.

MCP server for searching and querying detailed housing listings in Taiwan, enabling AI to find properties with filters like city, district, room count, price, and age.

A read-only hospitality-focused MCP server that enables users to retrieve reservation details, listing briefs, and guest conversation contexts from Hostaway. It simplifies hospitality workflows by providing specialized tools for searching threads and viewing reservation data through natural language interfaces.

Provides 12 tools to query South Korean building register data, including title sheets, floor details, and official house prices via the data.go.kr API. It enables users to perform smart building lookups and region code searches using natural language.

Enables searching Swedish property listings, sold prices, areas, and market statistics via the Booli API using natural language.

A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents to search and parse NYC rental listings.

Compass real-estate access as an MCP server for Claude — search listings, fetch property details, photo galleries, price history, and run affordability/mortgage math, all via natural language.

Wraps the RentCast API to search houses for sale, get valuations, rent estimates, and market statistics.

Enables querying livo.ge real estate listings through MCP, including search, listing details, geo lookups, reference dictionaries, and new development projects.

Enables AI agents to query and analyze Korean apartment real estate transaction prices (sales and rentals) using natural language, providing tools for price trends, regional comparisons, and rent ratios.

Enables Polish-speaking users to connect EstiCRM with MCP clients like Codex, Claude Code, and Claude Desktop, providing read-only operations by default with optional write tools, data masking, argument validation, and safe request handling.

MCP server for the Stream.estate French real estate API. Search properties, get market statistics, manage saved searches with webhook notifications.

Search real estate listings, development projects, companies, and market data in Paraguay and Latin America directly from any MCP client.

Philippine real estate data for AI agents — search verified listings, calculate transfer costs, and get accurate legal information via lupaph.com.

Connects Claude-compatible clients to the Elephant data graph, enabling discovery of data groups, classes, and property schemas. Supports semantic code search for verified script examples via OpenAI or AWS Bedrock embeddings.

MCP server for Claude Code that automates condominium expense splitting, schema visualization, and payment history management through natural language.

An MCP server for rental apartment aggregation, enabling geographic polygon search, semantic vector search, and LLM-powered analysis. Integrates with AI agents like Claude Desktop to manage apartment hunting workflows.

Enables AI assistants to search and analyze Swedish real estate data from Booli.se using natural language queries. Supports property searches with comprehensive filtering options and location discovery through GraphQL API integration.

MCP server for Kenya land administration — title search, land rates, subdivision process, dispute resolution, land rights.