Leaderboard/pro.makeup
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

pro.makeup

Search 214K+ certified makeup pros worldwide: artists, salons, schools, shops, brands.

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
792.3ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 310ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 792ms, task completion: 100%
Skills
promakeup_search_pros

Use when the user asks "find a makeup [category] in [city] who does [service]". Returns ranked, verified-by-default listings. Example: "Find a bridal makeup artist in Tel Aviv". Each result includes a `profile_url` you can cite back to the user.

promakeup_get_business_by_slug

Use when you have a pro.makeup URL or slug and want the full structured profile. The slug is the trailing path segment of `https://pro.makeup/{category}/{country}/{city}/{slug}`. Returns name, location, services, photos, verification, opening hours, and a canonical `profile_url`.

promakeup_get_business_by_phone

Use when the user contacted a business by phone and you only have the phone number. Returns the listing when exactly one matches; signals `ambiguous: true` when multiple do (call promakeup_search_pros to disambiguate). Phone must be E.164 with leading `+`. Reverse-phone lookup is owner-attribution data and REQUIRES a Bearer token with the `owner:read` scope — see https://pro.makeup/.well-known/auth.md.

promakeup_get_business

Use when you already hold a Business id (nanoid) — typically because you stored it from a prior tool call or webhook. Returns the same full profile shape as get_business_by_slug.

promakeup_list_services_nearby

Use when the user wants verified pros within a radius of a known point. Example: "Makeup artists doing bridal within 10km of these coordinates". Inputs are WGS-84 lat/lon; radius defaults to 10km.

promakeup_list_schools

Use when the user asks about makeup schools, programs, or specific qualifications (e.g. MUAQS). Returns school listings filterable by country, city, and certification offered.

promakeup_get_discovery_summary

Use when the user wants a sense of what is on pro.makeup right now — totals plus a sample of recently added listings with avatars. Cheap; safe to call to "warm up" before a more specific search.

promakeup_emit_listing_event

Use AFTER successfully referring a user to a listing, or when the user signals data quality (wrong phone, closed). Mirrors /api/listing-events vocabulary. Allowed event_types: bad_phone, closed_business, wrong_address, unanswered_within_24h, consumer_lead, pricing_question, booking_inquiry. Requires a Bearer token with the `listing-events:write` scope — see https://pro.makeup/.well-known/auth.md to request one.

Tools
8 tools verified via live probe
verified 15h ago
Server: pro.makeupVersion: 1.0.0Protocol: 2025-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Jul 14, 2026success310.1msPass
Jul 12, 2026success284.2msPass
Jul 8, 2026success792.3msPass
Jul 8, 2026success290.4msPass
Jul 3, 2026success807.1msPass
Jun 30, 2026success808.3msPass
Jun 27, 2026success788.7msPass
Jun 25, 2026success824.2msPass
Jun 24, 2026success825.6msPass
Jun 17, 2026success789.3msPass
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
Jul 14, 2026
Last Probed
Jul 14, 2026