Lightning · AI Visibility Data MCP server
online · 100% uptimecom.lightningeo/ai-visibility-data·v1.0.0AI-visibility studies for agents: how ChatGPT, Gemini and Claude answer, any region or industry.
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Lightning · AI Visibility Data tools (6)
write = sends, deletes, buys or postsbuscar_estudiosFreeBusca estudios por industria, tema, producto, marca o país (gratis). Ej.: 'seguros de auto', 'protector solar', 'hoteles Córdoba', 'dermatitis'. / Search studies by industry, topic, brand or country (free).
como_comprarFreeExplica cómo comprar un estudio (precio, redes, wallet de cobro, pasos con x402 por HTTP o por MCP). Gratis. / How to buy.
comprar_estudioFreePAGO por llamada en USDC (x402). Entrega el estudio: diseño del universo, hallazgos con su respaldo numérico y evidencia, métricas e índice de análisis, más links de descarga (7 días) al paquete completo con todas las tablas de análisis y las respuestas crudas de los modelos. Precios: banca-2026 USD 0.99, cadenas-hoteleras-cono-sur-2026 USD 0.99, cosmetica-2026 USD 0.99, dermatitis-atopica-2026 USD 0.99, farma-2026 USD 0.99, journey-gemelos-running-2026 USD 0.99, reumatologia-2026 USD 0.99, seguros-automotores-2026 USD 0.99, turismo-sierras-cordoba-2026 USD 0.99. Sin pago devuelve los requisitos x402; un cliente MCP con wallet x402 paga y reintenta solo. / Paid tool (x402): buy a full study.
listar_estudiosFreeLista los estudios disponibles (gratis): industria, país, fecha, cantidad de respuestas y hallazgos, y precio. Usala para ver qué datos de visibilidad IA de Argentina y el Cono Sur hay (banca, cosmética, seguros, farma y laboratorios, dermatología, reumatología, turismo, hotelería, running). / Lists available AI-visibility studies (free).
ver_fichaFreeFicha gratis de un estudio: metodología, muestra, modelos usados, dimensiones del universo de preguntas, índice de análisis y de hallazgos, y ejemplos de preguntas y respuestas. No incluye los números de los análisis ni los hallazgos. / Free study sheet.
ver_metricasFreeDefiniciones de las métricas Lightning (Protagonismo IA, mención, orden, Top1, citación, HHI, variabilidad, supervivencia, tono). Gratis. / Metric definitions.
Public scan report
scanner v0.1.10 · 2026-10-16 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 650ms20/20
- Tool poisoning6 tool descriptions checked15/15
- Auth qualityopen endpoint, read-only tools10/15
- Maintenancelast push 0 days ago15/15
- Maintainer identityendpoint served from the registry-verified namespace domain8/10
How Lightning · AI Visibility Data compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 91/100
- higher than 85% of 48,255 servers
- Tools
- 6
- the typical server has 7
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- Uptime
- 100%
- of our recent checks; the typical remote server answers 100%
- Response time
- 33 ms
- faster than 95% of 30,031 servers
What its tools let an agent do: 6 read
Install Lightning · AI Visibility Data in Claude Code, Cursor or VS Code
claude mcp add --transport http ai-visibility-data https://api.lightningeo.com/mcp
What the publisher says
From the Lightning · AI Visibility Data repository's README, as published. We do not edit it. Read it on GitHub
Lightning · AI Visibility Data
How ChatGPT, Gemini and Claude answer people, for any region and industry: which brands they recommend, in what order, with what arguments and which sources they cite. Built on custom-designed universes of AI interactions and AI journeys of both humans and agents. Each catalog study is sold whole, for USD 0.99, to AI agents and developers.
Cómo responden ChatGPT, Gemini y Claude, para cualquier región e industria: qué marcas recomiendan, en qué orden, con qué argumentos y qué fuentes citan. Cada estudio parte de un diseño a medida del universo de interacciones IA y de journeys IA de humanos y de agentes. Cada estudio del catálogo se vende completo, a USD 0,99, a agentes de IA y desarrolladores.
This repository has no code. It describes the service and holds its MCP Registry entry.
Este repositorio no tiene código: describe el servicio y contiene su ficha para el registro de MCP.
What's in a study / Qué trae cada estudio
- Question-universe design: what was asked and why / diseño del universo de preguntas.
- Every raw model answer, with date, model and cited sources / todas las respuestas crudas.
- Analysis tables with Lightning metrics: AI Prominence, Mention, Average Position, Top1, Citation, HHI, Variability, Survival and Tone / tablas de análisis con métricas Lightning.
- Findings with numeric backing and evidence / hallazgos con respaldo.
- Formats: JSON for agents; Excel and PDF reports for people / JSON para agentes, Excel y PDF para personas.
Current catalog (live) / catálogo actual: api.lightningeo.com/catalogo. Today's studies were run in Argentina and the Southern Cone, in Spanish / los estudios de hoy se hicieron en Argentina y el Cono Sur, en español. They cover banking, car insurance, cosmetics, pharma and OTC brands, atopic dermatitis, rheumatology, running retail, hotel chains and tourism.
Custom studies, any region or industry / Estudios a medida, cualquier región o industria
We design the universe of AI interactions for your market: what people and agents ask, in which language, with which personas and intents. We also design complete AI journeys of humans and of AI agents, from first question to purchase. Then we run and analyze them with the same Lightning metrics. Write to delivery@lightningeo.com.
Diseñamos el universo de interacciones IA de tu mercado: qué preguntan personas y agentes, en qué idioma, con qué perfiles e intenciones. También diseñamos journeys IA completos de humanos y de agentes, desde la primera pregunta hasta la compra. Después los corremos y analizamos con las mismas métricas Lightning. Escribinos a delivery@lightningeo.com.
Connect via MCP / Conectar por MCP
Add either URL as a custom connector in Claude, ChatGPT, Cursor or any MCP client. No account or API key.
Buy over HTTP with x402 / Comprar por HTTP con x402
- GET https://api.lightningeo.com/estudio/{slug} → HTTP 402 with price and payment details.
- Sign the USDC payment on Base with any x402 client (for example @x402/fetch).
- Retry with the PAYMENT-SIGNATURE header → the full study plus 7-day download links.
Each study costs USD 0.99, within the default USD 1 per-payment cap of official x402 clients. You are not charged if the study isn't delivered.
Links
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Lightning · AI Visibility Data: common questions
- Is Lightning · AI Visibility Data MCP server safe?
- Yes, by our scan: it is graded A (91/100). Read the Lightning · AI Visibility Data safety report
- How do I install Lightning · AI Visibility Data?
- It runs remotely at api.lightningeo.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Lightning · AI Visibility Data need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Lightning · AI Visibility Data maintained?
- The last commit was 19 days ago (2026-10-16). The latest release is v1.0.0.
- Is Lightning · AI Visibility Data up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- How does Lightning · AI Visibility Data compare with other MCP servers?
- safety score 91/100 (higher than 85% of 48,255 servers); tools 6 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.