中文 AI 可引用性（GEO/AEO）体检
中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划、观测时序追踪
Servidor MCP · de savantcat.cn
Resumo
中文 AI 可引用性（GEO/AEO）体检 é um servidor MCP publicado por savantcat.cn. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). Vimos pela primeira vez em 2026-10-11 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-10-19.
O que pede
- Roda remotamente
Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.
O que declara, pede e executa, por completo
Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.
Funciona com
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
Um link de um clique abre o cliente, que pede confirmação antes de adicionar o servidor.
Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.
Conectar
Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.
Como servidor MCP remoto
Gerado a partir do que Official MCP Registry declara.
claude mcp add --transport http geo-cn https://savantcat.cn/mcp-geo[mcp_servers.geo-cn]
url = "https://savantcat.cn/mcp-geo"{
"mcpServers": {
"geo-cn": {
"url": "https://savantcat.cn/mcp-geo"
}
}
}Onde está publicado
| Marketplace | Status | Versão | Números | Verificado | Visto pela primeira vez |
|---|---|---|---|---|---|
| Official MCP Registry (Abrir o registro) | Listado | 1.1.0 | Forks (GitHub): 0 Estrelas (GitHub): 1 |
Sem marcação |
Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.
O que mudou
Nada mudou neste plugin desde que começamos a acompanhá-lo.
Plugins semelhantes
Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.
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AEO tools: scan any URL for AI-citation readiness, read the public leaderboard and citation panel.
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Specularis AI Visibility Audit
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
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中文内容合规检查：广告法违禁词 + AI 标识规则，逐条给出法条依据。Chinese content compliance: ad-law banned terms + AI labeling.
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Escáner GEO: analiza si una web es legible y citable por ChatGPT, Perplexity, Gemini y Claude.
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Checks whether a website is readable and citable by AI systems (ChatGPT, Claude, Perplexity, etc.)
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Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
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Reference integrity for AI agents. Scans and verifies links, imports, assets, deps.
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aiseo-audit io.github.agencyenterprise/aiseo-audit
Audit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.
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lekta dev.lekta/lekta
Audits how AI answer engines read a page and grades it A+ to F across four measured layers.
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Search 23,995 Chinese statutes and verify citations to catch LLM-fabricated references.
Plugins semelhantes por marketplace
A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?
Listado em Claude Code: claude-plugins-community (5)
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A unified API gateway that provides access to 6+ leading Chinese AI models (Kimi K2.5, Qwen3 Max, DeepSeek V3.2, GLM-5, MiniMax M2.1, Seed 1.8) through a single OpenAI-compatible…
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Classify any AI system under the EU AI Act (Regulation 2024/1689). Screens all 8 prohibited practices (Article 5), classifies high-risk systems across all 8 Annex III categories…
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eu-ai-act-compliance-mcp io.github.CSOAI-ORG/eu-ai-act-compliance-mcp
Eu Ai Act Compliance MCP Server by MEOK AI Labs
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Most AI readiness tools give you a questionnaire and a score. The DOI Method gives you a structured engagement — maturity scoring, role verification, outcome mapping, task…
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WeChat channel for Claude Code — bridges your personal WeChat account to a Claude Code session via Tencent's iLink bot API. Supports two-way messaging (receive WeChat messages…
Listado em Claude Code: claude-plugins-official (5)
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Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.
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Precise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server…
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Dynatrace observability skills: DQL query patterns, application and infrastructure monitoring, log analysis, problem investigation, and incident response workflows, with the…
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Langfuse observability plugin for Claude Code — captures and exports traces, spans, and session telemetry from Claude Code to Langfuse for LLM monitoring, debugging, and evaluation
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Upstash Context7 MCP server for up-to-date documentation lookup. Connects to Context7's hosted remote MCP server (https://mcp.context7.com/mcp) — no local Node.js or npx required…
Listado em Claude: knowledge-work-plugins (5)
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AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp
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Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
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The complete web toolkit for your agent. Search the web and get answers in milliseconds. Fetch any URL and get clean markdown content back. Send a browser agent to navigate sites…
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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…
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Work in your GC AI legal knowledge base from Claude: upload documents, run review playbooks, and ask questions grounded in your own files, all as you.
Listado em Codex: openai-curated (openai/plugins) (5)
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Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
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Work with Zotero from Codex: search your library, export BibTeX, insert citations, and import references through the Zotero desktop app.
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Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
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Granola MCP connects your meeting history to ChatGPT so your assistant can pull real context from past conversations while you work. Use MCP when you're already working on…
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General life-sciences research workflows with query routing, evidence synthesis, and optional parallel subagent analysis across genetics, omics, biology, chemistry, structure…
Listado em Community GitHub marketplaces (4)
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geo-tool-check io.github.shufflethis/geo-tool-check
Is this page readable for AI search? Crawler access, structure and citability checks, runs locally.
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qianwenai-wiki
千问AI平台官方文档离线知识库，用于回答模型接入、OpenAI 兼容与 DashScope API、多模态生成、Realtime、计费和排障问题
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China compliance for product and engineering teams: MLPS 2.0 grading and gaps (等保), data export routes and filings (数据出境), PIPL impact assessments (个人信息保护影响评估) and generative AI…
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byakugan io.github.JayOfemi/byakugan
Private, on-device AI-text analysis including detection, AI-tell spans, and reuse overlap.
Listado em Copilot CLI: github/awesome-copilot (5)
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Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
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A runtime-portable 5-agent quality gate that adjudicates text artifacts before they ship. Five role-conditioned LLM deliberators run a 2-round async protocol with cross-read…
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Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
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Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with…
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Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.
Listado em Copilot CLI: github/copilot-plugins (5)
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Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
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Advanced Security plugin for GitHub Copilot.
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Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
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mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
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workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
Listado em Cursor: cursor/plugins (5)
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Track AI visibility, sentiment, and citations.
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CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.
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Search company knowledge and draft verified answers.
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playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
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Iterative self-referential AI loops using the Ralph Wiggum technique.
Listado em Docker MCP Catalog (5)
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Provides tools to search and retrieve Google Gemini API documentation.
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The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
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Production-ready RAG service to search and retrieve data from your documents.
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Real-time web search, reasoning, and research through Perplexity's API
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Discovers and retrieves llms.txt from websites.
Listado em Official MCP Registry (5)
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AEO tools: scan any URL for AI-citation readiness, read the public leaderboard and citation panel.
-
Specularis AI Visibility Audit
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?
-
中文内容合规检查：广告法违禁词 + AI 标识规则，逐条给出法条依据。Chinese content compliance: ad-law banned terms + AI labeling.
-
Escáner GEO: analiza si una web es legible y citable por ChatGPT, Perplexity, Gemini y Claude.
-
Checks whether a website is readable and citable by AI systems (ChatGPT, Claude, Perplexity, etc.)
Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.
Quer esta marca no seu plugin em nosso catálogo?
Prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS, e você poderá mostrar esta marca na ficha, com banners ao vivo para o seu site e o README. Como funciona a verificação
Você também recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.
Dados de Official MCP Registry. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.