"An incomplete or malformed search query" matching MCP connectors:

Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

Official MCP: continuous supply-chain risk monitoring and early warning, not a one-off report. Register and create a key at https://supplygraph.ai/zk_chat_os/dashboard/dashboard.html — if you are not signed in you will be redirected to login; new users can register there. After login, open A2A / MCP and click Create Production Key or Create Sandbox Key. Send the header as Bearer <api_key> (one Bearer prefix, then the raw key). Optional for initialize and tools/list; required for tools/call.

Search thousands of verified US local service providers across 10 home-services trades, including crawl space repair, floor coating, radon mitigation, commercial electrical, and laundry services. Returns ratings, services, pricing, descriptions, and profile links. Every result passes a completeness gate, so listings are never half-empty.

US crime scores, incidents, neighborhood demographics, rent data, and offender search by address.

ArcGIS Hub — open government geospatial data (search + Feature Service query).

Live read-only search for verified campsites in Turkey. Book on kampyeri.org.

Directory and marketplace of local businesses and independent professionals. Find who does a job near a user, see ratings and prices, and get a direct link to request a quote and pay. Two tools: search_providers finds businesses by what they do (Spanish or English, resolves synonyms, optional lat and lng) and get_business returns one business detail: services, ratings, product catalog with prices, and the quote-and-pay link. Stateless streamable-http, no auth.

Search real businesses, then read profiles, services and hours or contact them, in one endpoint.

Search products in nearby stores. Agents can also list items for sale on a user's behalf.

Travel places directory by 5arz: search 2.5M places, submit businesses and promos (human-reviewed).

Correios: CEP, official-source lookup. Platform-hosted, pay per query with prepaid credit.

Real-world data for agents: air quality, geocoding, quakes, holidays, web search

Prefeitura SP São Paulo: Caixa Postal, official-source lookup. Platform-hosted, pay per query with p

INCRA SIGEF: Parcelas, official-source lookup. Platform-hosted, pay per query with prepaid credit.

INCRA: Disponibilizador de Coordenadas, official-source lookup. Platform-hosted, pay per query with

Search real coworking spaces in Europe and the Middle East: prices, amenities, locations.

Gwinnett County, GA zoning and land use. Resolves an address to its governing jurisdiction.

Real-world tasks in Hamburg: quote, check service area, submit an enquiry for human review.

INCRA SIGEF: Planta, official-source lookup. Platform-hosted, pay per query with prepaid credit.

Portugal real estate search — 224,000+ listings, commute times and market prices