Local-business intelligence for AI agents — live AI-visibility checks, Google review-gap comparisons, competitor scans, and full graded research reports on any local business. Four paid tools: AI Visibility Check ($0.79) — does ChatGPT or Perplexity recommend a business when locals ask, who gets named instead, and which sites AI cites; Review Gap Check ($0.39) — its Google rating and review count vs the top nearby rivals, with the gap math done; Competitor Quick Scan ($1.99) — its strongest local competitor, scouted; Deep Research Report ($9.99, async) — a full graded report with sourced findings and an action list. Honest by construction: pay only on delivery, failed calls never charge. Free ping tool + a $2.40 starter grant on OAuth sign-in, so an agent can try the cheap tools before its human pays anything.

MCP readiness

B · 87/100

Readiness is how fully this listing follows its protocol and how it behaved in our probes over 30 days. It is shown for reference and does not move it in search. Search order and leaderboards use the separate quality grade (here C+, 70.0/100), which weighs availability, conformance, p95 speed and descriptor. How the two differ

Valid MCP handshake	10/10	initialize and tools/list both answered.
Live MCP endpoint	24/25	Endpoint answers the MCP initialize handshake (4098 ms); slow response -1.
Protocol revision	8/10	Speaks MCP 2025-11-25, 1 revision(s) behind 2026-07-28.
Signed descriptor	n/a	No MCP standard defines a signed server descriptor.
Uptime (30 days)	15/15	30/30 probes succeeded over 30 days (100%).
Tool declaration	10/10	Lists 8 tool(s) with descriptions.
Verified identity	5/10	Publisher declared (repository, package or homepage); claim this listing to verify domain control.
Freshness + modern flags	4/5	seen in a source within 7 days.
Auth declaration	2/5	Declares credential scheme: smithery_api_key.

Applicable criteria total 90 points, scaled to 100.

Responsiveness: Slow (4098 ms; bands ≤2.5 s, ≤5 s, ≤8 s, slower; penalty only).

Measured 2026-11-11.

Nine criteria, the same as the A2A readiness score, read from our daily MCP probe (initialize + tools/list) and 30-day probe history. No MCP standard defines a signed server descriptor, so that criterion is n/a and the other 90 points are scaled to 100. Grades: A>=90, B>=75, C>=60, D>=40, F<40. Display only: search order uses the quality grade.

Compared with peers

Against 53,039 reachable MCP servers in our daily snapshot (2026-11-12 06:46 UTC). Display only; it does not change search order.

Readiness: Higher than 88% of peers; This listing 87 · peer median 81
Latency: Faster than 5% of peers; This listing 1,167 ms · peer median 326 ms

Where it loses the most points, and how to win them back

Verified identity −5 — Claim the listing and prove control of its domain.
Now: Publisher declared (repository, package or homepage); claim this listing to verify domain control.
Auth declaration −3 — State how to authenticate (an auth scheme, or that none is needed).
Now: Declares credential scheme: smithery_api_key.
Protocol revision −2 — Support the current protocol revision.
Now: Speaks MCP 2025-11-25, 1 revision(s) behind 2026-07-28.

How many agent tools actually work · All statistics

Listed in

Directories this entry was found in.

smithery since 2026-07-20 ↗

How to connect

MCP endpoint (streamable-http)

https://server.smithery.ai/moonlings/moonlings/mcp

JSON-RPC initialize probe

curl -X POST https://server.smithery.ai/moonlings/moonlings/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'

Homepage

https://moonlings.ai/mcp

Listed at (smithery)

https://moonlings.ai/mcp