Ext Ops Panel
Open dashboard

LightSpot

Audit a website for SEO and AI search visibility (ChatGPT, Perplexity, Gemini) and read the fixes.

MCP server · by nmarijane

About

LightSpot is an MCP server published by nmarijane. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-12.

What it asks for

  • Runs on your machine
  • Secrets: 1
  • Settings: 2

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: npm package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --env "LIGHTSPOT_API_KEY=<YOUR_LIGHTSPOT_API_KEY>" --transport stdio lightspot-mcp -- npx -y @lightspot/mcp
Codex~/.codex/config.toml
[mcp_servers.lightspot-mcp]
command = "npx"
args = ["-y", "@lightspot/mcp"]

[mcp_servers.lightspot-mcp.env]
LIGHTSPOT_API_KEY = "<YOUR_LIGHTSPOT_API_KEY>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "lightspot-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@lightspot/mcp"
      ],
      "env": {
        "LIGHTSPOT_API_KEY": "<YOUR_LIGHTSPOT_API_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Optional settings it also lists: LIGHTSPOT_BASE_URL.

We do not store launch arguments. If the server needs any, its own documentation names them.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.6.0 Forks (GitHub): 0
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • SEO & GEO

    Audit a page's SEO and its readiness for AI answer engines: meta, schema, robots, sitemaps, AI bots.

    by OrtaMarco · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SearchFit SEO

    Free AI-powered SEO toolkit — audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility. Works with any website or…

    by searchfit · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • MCP SEO Auditor

    Read-only static SEO audits and bounded crawling for AI agents.

    by petrovicistefan · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Build My Digital website scanner

    Scans any public website for SEO, AI search, trust, conversion and speed, and lists our prices.

    by buildmydigital.co.uk · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • CrazySEO

    Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.

    by bolidee · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • akii-seo-ai-search-optimizer

    Free SEO, AEO, and GEO toolkit by Akii. Audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility across ChatGPT…

    by akii-technologies-ltd · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • seo-audit-content io.github.DataLeadsPRO/seo-audit-content

    Full SEO audits, content analysis, and domain overviews - on-page, technical, and authority metrics

    by DataLeadsPRO · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • seo-audit com.deepseoanalysis/seo-audit

    Run SEO + AI-visibility (GEO) audits from Claude, Cursor & other AI clients.

    by deepseoanalysis.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SEO Audit

    Audit a website for technical and on-page SEO problems.

    by openkrill.app · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • claude-seo

    Comprehensive SEO analysis plugin for Claude Code. Performs full site audits with 11 parallel subagents and 0-100 health scoring across technical SEO (crawlability, indexability…

    by AgriciDaniel · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • SearchFit SEO

    Free AI-powered SEO toolkit — audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility. Works with any website or…

    by searchfit · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • akii-seo-ai-search-optimizer

    Free SEO, AEO, and GEO toolkit by Akii. Audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility across ChatGPT…

    by akii-technologies-ltd · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-seo

    Comprehensive SEO analysis plugin for Claude Code. Performs full site audits with 11 parallel subagents and 0-100 health scoring across technical SEO (crawlability, indexability…

    by AgriciDaniel · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • ultimate-seo-geo

    The definitive SEO + GEO skill for Claude. Run full site audits with scored findings (0-100), AI search optimization for Google AI Overviews, ChatGPT Search, and Perplexity…

    by mykpono · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • seo-intelligence

    AI-powered SEO analysis, competitor comparison, and ranking plans. Analyze any page's SEO health, compare against top-ranking competitors, and get prioritized action plans to rank…

    by trentiums · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • youdotcom-agent-skills

    You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…

    by youdotcom-oss · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • logrocket

    Connect Claude Code to LogRocket to query session replays, metrics, issues, and user behavior using natural language.

    by LogRocket · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • nimble

    Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents

    by Nimbleway · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • playwright-mcp io.github.microsoft/playwright-mcp

    Playwright Tools for MCP

    by microsoft · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • SearchFit SEO

    Free AI-powered SEO toolkit — audit websites, plan content strategy, optimize pages, generate schema markup, cluster keywords, and track AI visibility. Works with any website or…

    by searchfit · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes a related job

  • Marketing

    Create content, plan campaigns, and analyze performance across marketing channels. Maintain brand voice consistency, track competitors, and report on what's working.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes a related job

  • nimble

    Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents

    by Nimbleway · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes a related job

  • Design

    Accelerate design workflows — critique, design system management, UX writing, accessibility audits, research synthesis, and dev handoff. From exploration to pixel-perfect specs.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes a related job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • PostHog

    PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…

    by PostHog Inc. · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Cloudflare

    Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.

    by Cloudflare · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Product Design

    The Product Design plugin is built for turning early ideas into prototypes teams can review. It starts design and build work by confirming the brief, then helps teams explore…

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • Google Search Console

    Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.

    by acamolese · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • afterlaunch-growth

    Run growth marketing, SEO and AI answer-engine visibility for a product through AfterLaunch over MCP. Reads a ranked backlog of prepared, ready-to-ship growth moves.

    by AfterLaunch · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • web

    Browser automation and web page analysis skills using playwright-cli: connect via CDP, probe bot protection, dismiss overlays, capture DOM trees, reduce pages to skeletons…

    by Adobe · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes a similar job

  • qa

    QA-test a website or app and return a 1-5 quality score with evidence. Drives a Browser Use cloud browser and tunnels localhost automatically. Run as /qa <url-or-localhost-port>…

    by Browser Use · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes a similar job

  • adobe-analytics

    Practitioner skills for Adobe Analytics via the AA MCP server

    by Adobe · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes a similar job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • tiny-tool-town-submitter

    Inspect a repository, improve Tiny Tool Town readiness, submit its listing issue, and launch remediation work.

    by James Montemagno · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • modern-web-guidance

    Keep your coding agent up to date with the latest web best practices

    by GoogleChrome · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • bd-skills

    Helps GitHub Copilot investigate mobile app telemetry, diagnose crashes, manage [bitdrift](bitdrift.ai) workflows and dashboards, integrate the Capture SDK into iOS, Android, and…

    by bitdriftlabs · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • pm-skills

    MCP server and 12 skills for product analysis, specification writing, strategy, narrative, and stakeholder alignment. Run competitive analyses, write zero-question specs, design…

    by Avyayalaya · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Ahrefs

    Research keywords, backlinks, rankings, and site health.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Semrush

    Research keywords, backlinks, traffic, and competitors.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Similarweb

    Analyze website traffic, audiences, and competitors.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Profound

    Track AI visibility, sentiment, and citations.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Meltwater

    Search media and social mentions and pull analytics.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes a similar job

Has a listing on Docker MCP Catalog (5)
  • OSP Marketing Tools

    A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.

    by open-strategy-partners · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Perplexity

    Connector for Perplexity API, to enable real-time, web-wide research.

    by perplexityai · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Kagi Search

    The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

    by kagisearch · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • playwright-mcp io.github.microsoft/playwright-mcp

    Playwright Tools for MCP

    by microsoft · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog · Describes nearly the same job

  • exa

    Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…

    by exa-labs · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Docker MCP Catalog, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • SEO & GEO

    Audit a page's SEO and its readiness for AI answer engines: meta, schema, robots, sitemaps, AI bots.

    by OrtaMarco · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • MCP SEO Auditor

    Read-only static SEO audits and bounded crawling for AI agents.

    by petrovicistefan · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Build My Digital website scanner

    Scans any public website for SEO, AI search, trust, conversion and speed, and lists our prices.

    by buildmydigital.co.uk · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • CrazySEO

    Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.

    by bolidee · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • seo-audit-content io.github.DataLeadsPRO/seo-audit-content

    Full SEO audits, content analysis, and domain overviews - on-page, technical, and authority metrics

    by DataLeadsPRO · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and can put its remote endpoint on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built