
Seoscoreapi Mcp
io.github.SeoScoreAPIv1.4.1更新于 Oct 8, 2026
SEO audits, AI readability, accessibility, backlinks and score monitoring from SEO Score API.
概览
让助手通过 SEO Score API 执行 SEO 审计、无障碍与 AI 可读性检查、外链查询、站点抓取和评分监控。
- 功能
- 把 SEO Score API 封装为 MCP 工具:对 URL 做包含 80 多项检查的完整审计并给出优先修复建议、批量审计、无障碍(WCAG 2.1 AA)审计、AI 可读性与 GEO 可见性检查、外链样本、多页抓取,以及 2-5 个 URL 的结构化对比。还可管理定时监控、评分历史、跨 LLM 助手的引用追踪,并生成 llms.txt 文件。部分工具同步等待结果,另一些先排队并返回 job_id 供轮询。
- 适用场景
- 适合让助手审计页面、长期监控 SEO 评分、检查无障碍或 AI 可读性、对比竞品页面,或追踪 LLM 提及品牌的频率,而无需自行对接 REST API。
- 运行要求
- 以 stdio 在本地运行,通常通过 npx seoscoreapi-mcp 启动,因此需要 Node.js。需要设置 SEO_SCORE_API_KEY 环境变量(可免费获取密钥,无需信用卡)。可用 SEO_SCORE_BASE_URL 和 SEO_SCORE_DEEP_AUDIT_URL 覆盖 API 主机。需要访问 API 的网络连接。付费功能取决于账户套餐。
安装
在 SourceWeft 中
- 打开 控制台中的 Seoscoreapi Mcp,将其添加到工作区。
- 为需要使用其工具的对话启用该服务。
Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。
其他 MCP 客户端
参照 仓库 中的启动说明。
README
SEO Score API — Model Context Protocol Server
Give Claude Desktop, Claude Code, Cursor, Windsurf, or any MCP-aware AI tool direct access to the SEO Score API: full audits, backlink data, monitoring, and history.
Quick start
Set your API key once and forget it:
(Get a free key at https://seoscoreapi.com — no card required.)
Tools exposed
Not exposed, on purpose
- Report files (
GET /audit/export): the PDF is binary and an MCP tool result is text. Theaudittool returns the same data as JSON; use the REST API or the Python / Node SDK (audit_export/auditExport) for the file. - Turning auto-reload on. The API has no such endpoint for API keys: it authorizes
charges, so it is set from the dashboard only.
citation_auto_reloadreads it. - Account actions (
/signup,/verify,/upgrade,/rotate-key) and the public scoreboard opt-out.
Configuration
Claude Desktop
Edit ~/Library/Application Support/Claude/claude_desktop_config.json (Mac) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
Restart Claude Desktop. You'll see the SEO Score tools in the tool picker.
Claude Code
Cursor
Open Cursor Settings → MCP Servers → Add a new server with the same JSON shape as Claude Desktop above.
Windsurf
Settings → Cascade → MCP Servers → paste the same configuration.
Any other MCP client
Run npx -y seoscoreapi-mcp as a stdio transport. The server speaks standard MCP and exposes all tools in the table above.
Example prompts
Once installed, talk to your AI assistant naturally:
"Audit https://stripe.com and tell me the top 3 things to fix."
"Run a batch audit on stripe.com, square.com, and adyen.com, then compare their AI readability scores."
"What backlinks have we seen pointing at my-startup.com?"
"Check the score history for our marketing site over the last 30 days."
"Run a deep audit on my-startup.com as a SaaS site and list the high-severity findings."
"Run an accessibility audit on our pricing page and list the critical WCAG failures."
"Crawl my-startup.com and show me the broken links and orphan pages."
"Build starter prompts for 'SEO audit API', create a citation tracker for Acme, and run it."
The tool the AI picks is shown in your client; you can always ask "what tools did you use?" to see the trace.
Why MCP?
MCP lets the AI reach data it wouldn't have — your actual site SEO scores, the backlink graph, your monitoring history — without any custom plumbing. Every prompt that says "audit this URL" goes from idea to result in one round-trip. Same source of truth as the REST API; no copying scores between tools.
Honest framing
The backlinks tool returns an audit-fed sample, not a comprehensive backlink index. Every response includes a data_caveat explaining exactly what the dataset is. We are not Ahrefs and don't pretend to be — we expose the unique, growing graph our customers' audits build for free.
Source
The MCP server is open source: https://github.com/SeoScoreAPI/seoscoreapi-mcp
License
MIT
来源:README.md,提交 48454cb
工具
0版本历史
1- v1.4.1最新Oct 8, 2026


