co.pixelcove/topic-scorer
Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.
MCP server · by pixelcove.co
About
co.pixelcove/topic-scorer is an MCP server published by pixelcove.co. 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 2026-10-13.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
Requires: Authorization header
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.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We 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 remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http topic-scorer https://topic-scorer.pixelcove.co/mcp --header "Authorization: Bearer <YOUR_TOKEN>"[mcp_servers.topic-scorer]
url = "https://topic-scorer.pixelcove.co/mcp"
http_headers = { "Authorization" = "Bearer <YOUR_TOKEN>" }{
"mcpServers": {
"topic-scorer": {
"url": "https://topic-scorer.pixelcove.co/mcp",
"headers": {
"Authorization": "Bearer <YOUR_TOKEN>"
}
}
}
}Replace the values in angle brackets with your own. We show the names of the settings, never values.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.1.0 | No figure published | 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.
-
content-optimizer io.github.sharozdawa/content-optimizer
SERP-based content scoring and optimization with 7 SEO categories.
-
GEO scores and content-rewrite suggestions for any web page, as MCP tools.
-
Search indexed websites, read raw page markdown, and score AI visibility for any site.
-
mcp net.topicforge/mcp
Generate programmatic SEO articles, topic clusters, FAQ schema, and batch jobs via TopicForge.
-
Sort up to 1,000 texts into your own labels with a calibrated confidence per answer. No API key.
-
Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
-
geo-generative-engine-optimisation
Monitor AI citations, score content for AI search visibility, validate crawl parity, and optimise structured data for ChatGPT, Perplexity, and Google AI Overviews. The only plugin…
-
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.
-
Free MCP tools for AI-search visibility: crawler checks, page audits, and llms.txt generation.
-
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 real pages.
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)
-
geo-generative-engine-optimisation
Monitor AI citations, score content for AI search visibility, validate crawl parity, and optimise structured data for ChatGPT, Perplexity, and Google AI Overviews. The only plugin…
-
Webpage quality evaluator based on Google Search Quality Rater Guidelines (QRG). Inspects page purpose, MC quality, E-E-A-T, reputation, and spam signals to produce a graded…
-
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…
-
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…
-
A skill that helps you audit content for shareability using Anil Dash's framework. Ensure your website copy, SEO descriptions, and marketing content are so clear and compelling…
Has a listing on Claude Code: claude-plugins-official (5)
-
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…
-
Analyze business data and build custom Pigment models, metrics, and boards through natural language.
-
Build beautiful documentation sites with Mintlify. Convert non-markdown files into properly formatted MDX pages, add and modify content with correct component use, and automate…
-
Create, connect, and interact with an AlloyDB for PostgreSQL database and data.
-
Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
Has a listing on Claude: knowledge-work-plugins (5)
-
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…
-
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…
-
Discover your brand voice from existing documents and conversations, generate enforceable guidelines, and validate AI-generated content against your established tone and…
-
Create content, plan campaigns, and analyze performance across marketing channels. Maintain brand voice consistency, track competitors, and report on what's working.
-
Build beautiful documentation sites with Mintlify. Convert non-markdown files into properly formatted MDX pages, add and modify content with correct component use, and automate…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Answer product and business questions with data
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Set up OpenAI Ads Measurement Pixel and optional Conversions API instrumentation.
-
Analyze Mixpanel data with the mixpanel_headless Python SDK and Codex skills.
Has a listing on Community GitHub marketplaces (5)
-
GEO scores and content-rewrite suggestions for any web page, as MCP tools.
-
SEO research, AI visibility, content, and audits through your Rankability workspace.
-
Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.
-
Drive the SEO Content Machine desktop app from Claude Code: scraping, site crawls, Google Maps listings, archive.org downloads and SEO Workspace pages.
-
Apply the SEO fixes you approve in Populr — titles, descriptions, JSON-LD and llms.txt — in your site's code.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Explore grouped customer feedback signals by impact and drill into a theme to guide product next steps.
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.
-
See your local Copilot token usage by day, model, and session, and get tips to use it more efficiently.
-
Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
Has a listing on Cursor: cursor/plugins (5)
Has a listing on Docker MCP Catalog (5)
-
A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.
-
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
-
AI assistant for ingested content with anonymous access.
-
Analyze documents, images, videos, and audio.
Has a listing on Official MCP Registry (5)
-
content-optimizer io.github.sharozdawa/content-optimizer
SERP-based content scoring and optimization with 7 SEO categories.
-
GEO scores and content-rewrite suggestions for any web page, as MCP tools.
-
Search indexed websites, read raw page markdown, and score AI visibility for any site.
-
mcp net.topicforge/mcp
Generate programmatic SEO articles, topic clusters, FAQ schema, and batch jobs via TopicForge.
-
Sort up to 1,000 texts into your own labels with a calibrated confidence per answer. No API key.
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?
Add it to your projects and 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 its remote endpoint goes 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.