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Lightning · AI Visibility Data MCP Server

by lightning-ai-visibilitycom.lightningeo/ai-visibility-datav1.0.0

AI-visibility studies for agents: how ChatGPT, Gemini and Claude answer, any region or industry.

0remoteofficial registry

context tax

~1,110 tok/turn6 tools

security

pending

cold start

hosted

freshness

pending

Our reading of Lightning · AI Visibility Data, from the data

Lightning · AI Visibility Data is a ai & llm tools MCP server from lightning-ai-visibility, listed in the official MCP Registry.

Its 6 tools add about 1,110 tokens to every model turn, in line with the ai & llm tools median of 1,210 tokens across 67 measured servers (measured 2026-10-19).

With 0 GitHub stars it ranks #1,305 of 3,169 ai & llm tools servers we index.

It runs as a hosted endpoint, so there is nothing to install.

Install Lightning · AI Visibility Data MCP server

Install in Claude Code

claude mcp add --transport http ai-visibility-data https://api.lightningeo.com/mcp

Remote endpoints

  • streamable-httphttps://api.lightningeo.com/mcp

Context tax

Connecting this server adds ~1,110 tokens of tool definitions to every model turn (moderate, 6 tools). Measured 2026-10-19 via its hosted endpoint; o200k tokenizer, worst case for clients that load all tools up front. How we measure

ModelPer 1,000 turnsWith prompt caching
Claude Opus 5.5$4.44$0.222
Claude Sonnet 5.5$2.22$0.222
Claude Haiku 5.5$0.111—

Input prices as of 2026-10-06. Excludes your own prompt and output.

Tools (6)

  • comprar_estudio340 tok

    PAGO 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 requisit

  • ver_ficha176 tok

    Ficha 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.

  • como_comprar145 tok

    Explica cómo comprar un estudio (precio, redes, wallet de cobro, pasos con x402 por HTTP o por MCP). Gratis. / How to buy.

  • listar_estudios107 tok

    Lista 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).

  • buscar_estudios97 tok

    Busca 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).

  • ver_metricas67 tok

    Definiciones de las métricas Lightning (Protagonismo IA, mención, orden, Top1, citación, HHI, variabilidad, supervivencia, tono). Gratis. / Metric definitions.

Freshness

Not enough public signals yet to judge maintenance.

  1. Last commit (default branch)

    2026-10-16 · 2d ago · GitHub

  2. Latest release

    no data · GitHub

  3. Package published

    no data · npm/PyPI

  4. Registry entry updated

    2026-10-16 · 2d ago · official registry · v1.0.0

How it compares in AI & LLM Tools

Against the most-starred ai & llm tools servers we index. Token cost is per model turn, measured from each server's live tool list.

ServerStarsToolsTokens / turnFreshnessRuns
Lightning · AI Visibility Data (this)061,110—hosted
Memory91,356—not measuredActivelocal
Claude Flow76,638—not measuredActivelocal
Next AI Draw.io36,318—not measured—local
Serena Agent30,371—not measuredActivelocal
Trycua30,160—not measuredActive—
All ai & llm tools MCP servers

FAQ

›How do I install the Lightning · AI Visibility Data MCP server in Claude Code?

Run: claude mcp add --transport http ai-visibility-data https://api.lightningeo.com/mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Lightning · AI Visibility Data require an API key?

No required environment variables are declared in its published metadata.

›Can I use Lightning · AI Visibility Data as a remote (hosted) MCP server?

Yes. It is a hosted MCP server; connect to its URL with any client that supports remote MCP.

›Is Lightning · AI Visibility Data in the official MCP registry?

Yes, as com.lightningeo/ai-visibility-data.

›How many tokens does Lightning · AI Visibility Data add to my context?

Its tool definitions total about 1,110 tokens, resent on every turn.

Sources and method

Official MCP Registry entry
updated 2026-10-16
GitHub repository
fetched 2026-10-19
Last checked against all sources
2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.

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