MCP Server

Laspi Business Directory

            pro.laspi/directory
        

Business & Operations Search & Research Public & reachable MCP 2026-07-28

What this MCP does

Searches an owner-confirmed directory of small businesses and retrieves business details and contacts.

ask_directory

Ask the directory a customer question in natural language. Returns schema.org cards of businesses that genuinely answer it (LLM-reranked, strictly from the directory — never invented) + grounding links. Use when the customer describes a NEED rather than a search term.

Input schema

{'type': 'object', 'required': ['question'], 'properties': {'language': {'type': 'string', 'description': 'Optional service language filter (ISO code)'}, 'question': {'type': 'string', 'description': 'Customer question'}}}

get_business

Get the full public card of one business by its slug (from search results or a laspi.pro/b/{slug} URL): description, services, contacts, languages.

Input schema

{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Business slug'}}}

search_businesses

Search the Laspi Pro public business directory (small businesses: services, location, languages). Returns top matches with name, description, city, languages and the canonical page URL. Use the customer's own words as the query, e.g. 'manicure in Alicante' or 'online QA course in Russian'.

Input schema

{'type': 'object', 'required': ['query'], 'properties': {'city': {'type': 'string', 'description': 'Optional city filter (substring)'}, 'niche': {'type': 'string', 'description': 'Optional niche key filter'}, 'query': {'type': 'string', 'description': 'Natural-language search query'}, 'language': {'type': 'string', 'description': 'Optional service language filter (ISO code)'}}}

Added

                            ask_directory
                        

Sept. 17, 2026, 12:54 p.m.

Added

                            get_business
                        

Sept. 17, 2026, 12:54 p.m.

Added

                            search_businesses
                        

Sept. 17, 2026, 12:54 p.m.

Server details

Version

1.0.0

Transport

Streamable HTTP

Tools

Latency

545 ms

Last scan

Oct. 1, 2026, 2:51 a.m.

First seen

Sept. 13, 2026, 2:25 a.m.

Endpoint

https://laspi.pro/api/v1/mcp/directory

Recent scans

Success

Oct. 1, 2026, 2:51 a.m.

Success

Sept. 29, 2026, 2:59 a.m.

Success

Sept. 27, 2026, 2:50 a.m.

Success

Sept. 25, 2026, 2:59 a.m.

Success

Sept. 23, 2026, 2:50 a.m.

Success

Sept. 21, 2026, 2:57 a.m.

Success

Sept. 19, 2026, 2:48 a.m.

Success

Sept. 17, 2026, 12:54 p.m.

Laspi Business Directory

What this MCP does

Tools

Recent tool changes

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