The broadest service taxonomy on the agentic web.
Services MCP organizes the entire local service economy into 10 major groups and 888 categories — all accessible to AI agents through a single Model Context Protocol endpoint at lokuli.com/mcp. From plumbing to pet photography, from immigration attorneys to pilates instructors. Real providers, real-time availability, instant Stripe payments. Free for providers. Powered by Lokuli and BookingClaw.
This is the complete high-level taxonomy of Services MCP. Each major group contains dozens of sub-categories, and each sub-category contains further specializations. AI agents query the full tree via the get_categories tool. Below are the 10 groups with their primary sub-categories.
These 10 groups contain 888 total categories. Each sub-category further branches into specializations. Query the full tree via get_categories at lokuli.com/mcp.
Six of the most active categories on Services MCP, with real data on sub-category depth, price ranges, typical booking scenarios, and average provider ratings across the network.
Every branch of the local service economy connects through a single MCP endpoint. No matter the category — home, auto, beauty, education, pets, creative, legal, fitness, tech, or moving — AI agents use the same tools, the same protocol, the same endpoint. One integration unlocks all 888 categories.
The same MCP endpoint at lokuli.com/mcp handles a plumbing emergency, a car detail, a calculus tutor, a dog grooming appointment, a headshot session, and an immigration consultation. Six real scenarios. Six different categories. One protocol.
Services MCP covers more service categories than any other platform — and it is the only one accessible via the Model Context Protocol. Broader taxonomy means AI agents find the right provider for any request, not just the common ones.
| Platform | Categories | MCP Access | Coverage |
|---|---|---|---|
| Services MCP | 888 | Yes | |
| Thumbtack | ~300 | No | |
| TaskRabbit | ~50 | No | |
| Handy | ~20 | No |
When a user asks for a niche service — pet photography, smart home setup, immigration law — narrow platforms return nothing. Services MCP has a category for it.
Other platforms require web scraping or unofficial APIs. Services MCP is built from the ground up for AI agents via the Model Context Protocol standard.
Thumbtack charges per lead. TaskRabbit takes a percentage. Services MCP is free. Providers keep more, and AI agents access more. Everyone wins.
Services MCP is powered by Lokuli's MCP server. Any AI agent that speaks the Model Context Protocol connects to a single endpoint and immediately accesses all 888 categories with real-time provider data, live availability, and instant booking.
Services MCP exposes six tools through the MCP protocol. Each tool works identically across all 888 categories. One integration covers every service type.
search_services
Find providers by query, location, and category across all 888 categories. Returns pricing, ratings, distance, and availability summary.
get_categories
Browse the full 888-category taxonomy. Filter by group, search by keyword. Returns structured list with category hierarchy and provider counts.
get_availability
Check real-time open slots for any provider in any category. Returns live time slots set by the provider.
book_service
Confirm an appointment and process payment through Stripe. Works for every service type from plumbing to legal consultation.
get_reviews
Retrieve ratings and review data for any provider. Returns star ratings, review count, and recent review text.
get_pricing
Get detailed pricing for a provider's services. Returns service menu with prices, durations, and descriptions.
Compatible with Claude by Anthropic, ChatGPT by OpenAI, Gemini by Google, and any custom agent or application that implements the MCP specification.
888 categories cover the vast majority of local services. But if your service is not listed yet, the platform grows with demand. Providers can join through BookingClaw and request that their category be added. As new service types are requested and new providers onboard, the taxonomy expands.
If you are a service provider and your category is not yet listed, join BookingClaw and tell us what you do. We will add your category and make you discoverable by AI agents across every compatible platform.
Join & Request a CategoryNew categories are added as providers join. The taxonomy is not static — it expands organically as the network grows and new service types are requested.
When AI agents search for a service type that does not exist yet, that signal is captured. High-demand categories are prioritized for provider recruitment.
888 is the current count. There is no hard limit. As the local service economy diversifies, the taxonomy grows to match. The endpoint is always current.
When someone asks their AI agent to find a service, your business appears. Services MCP is a new distribution channel — and listing is completely free. Powered by BookingClaw, Lokuli's AI-native booking platform.
No monthly fees. No setup costs. No contracts. List your service through BookingClaw and start getting booked by both humans and AI agents.
AI agents are the new search engine. Be where the queries are going. Services MCP puts your business in front of every compatible AI agent.
Payments go directly to your Stripe account. No net-30 invoicing, no held funds. Get paid the moment a booking is confirmed.
Services MCP is the broadest local service directory available through the Model Context Protocol (MCP). It gives AI agents structured access to 888 service categories organized into 10 major groups — Home Services, Auto Services, Beauty & Wellness, Education, Pet Services, Creative & Events, Legal & Professional, Fitness, Tech & IT, and Moving & Logistics — through a single endpoint at lokuli.com/mcp. Every listing features real providers with real-time availability and instant Stripe payments. Powered by Lokuli's BookingClaw platform.
Services MCP covers 888 distinct service categories organized into 10 major groups. Home Services alone includes 142 sub-categories spanning plumbing, electrical, HVAC, cleaning, landscaping, painting, roofing, pest control, handyman, and home staging. Beauty & Wellness includes 116. Auto has 98. Creative & Events has 104. The full taxonomy is queryable via the get_categories tool.
The Model Context Protocol (MCP) is the standard for how AI agents interact with external tools. Services MCP exposes a set of tools — search_services, get_categories, get_availability, book_service, get_reviews, and get_pricing — through the endpoint at lokuli.com/mcp. An AI agent connects, searches for providers across any of the 888 categories, checks live availability, compares pricing, and books appointments on behalf of users — all within a single conversation.
The 10 groups are: Home Services (plumbing, HVAC, electrical, cleaning, etc.), Auto Services (detailing, repair, smog check, towing, etc.), Beauty & Wellness (hair, nails, massage, facials, etc.), Education (tutoring, SAT prep, music lessons, coding, etc.), Pet Services (grooming, walking, sitting, training, etc.), Creative & Events (photography, DJs, catering, florists, etc.), Legal & Professional (notary, attorneys, tax prep, etc.), Fitness (personal training, yoga, martial arts, etc.), Tech & IT (computer repair, smart home, data recovery, etc.), and Moving & Logistics (movers, packing, junk removal, etc.).
Services MCP covers 888 categories — Thumbtack covers roughly 300, TaskRabbit covers about 50, and Handy covers around 20. Beyond breadth, Services MCP is the only platform built for AI-native access via the Model Context Protocol, meaning AI agents can search, compare, and book without human intermediary. It is also free for providers.
Yes. Services MCP is completely free for service providers. There are no monthly fees, no setup costs, and no contracts. Providers list through Lokuli's BookingClaw platform and become discoverable by both humans and AI agents. Payments go directly to providers through Stripe.
Yes. That is the core advantage. Whether you need a plumber, a pet groomer, a math tutor, or an immigration attorney, the same MCP endpoint at lokuli.com/mcp handles all 888 categories. The AI agent uses the same tools regardless of service type. One integration covers every local service.
Services MCP is currently live in Los Angeles, California with 888 service categories and a growing network of verified providers. The MCP endpoint at lokuli.com/mcp is globally accessible — any MCP-compatible AI agent can connect from anywhere. As providers join in new cities, coverage expands.
Services MCP works with any AI agent that supports the Model Context Protocol (MCP). This includes Claude by Anthropic, ChatGPT by OpenAI, Gemini by Google, and any custom-built agent or application. Developers can integrate Services MCP into their own apps by connecting to lokuli.com/mcp.
The platform grows with demand. If your service is not yet listed, join through BookingClaw and request your category. As new providers onboard and new service types are requested, the taxonomy expands. The 888 count is current — there is no hard cap.
Every provider on Services MCP is a real, verified business with first-party data. These are not scraped listings or aggregated directory entries. Each provider has created their profile, set their own pricing, defined their availability, and opted into the platform through BookingClaw. When an AI agent checks availability, it sees actual live slots.
All payments are processed through Stripe. When an AI agent books a service, the payment is handled securely via Stripe's infrastructure. Funds go directly to the provider's Stripe account — no held funds, no net-30 invoicing. Providers get paid immediately upon booking confirmation.
Services MCP is part of the Lokuli ecosystem for AI-powered local service booking. Explore the other platforms in the network.
The broadest local service taxonomy on the agentic web. Free for providers. Live in Los Angeles. Powered by Lokuli and BookingClaw.