neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
翻譯準備中
MCP 伺服器,為 Claude、Cursor、VS Code、Codex 等 AI 用戶端提供完整的網路工具組:抓取任意頁面為 Markdown,讀取中繼資料,提取連結與結構描述,執行 SEO 稽核,偵測技術堆疊。
AI 翻譯
An MCP server that gives Claude, Cursor, VS Code, Codex and other AI clients a complete web toolkit: scrape any page to Markdown, read metadata, extract links and schema, run SEO audits, detect tech s
開發工具TypeScript · DockerfileGitHub @ToolTrace-io上線中營運者未確認
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一分鐘完成驗證MCP 上的 AI 代理的網路工具:將頁面抓取為 Markdown,提取中繼資料、連結與 JSON‑LD,執行 SEO 稽核,偵測技術堆疊,檢查 XML 網站地圖。
AI 翻譯
Web tools for AI agents over MCP: scrape pages to Markdown, extract metadata, links and JSON-LD, run SEO audits, detect tech stacks, check XML sitemaps
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Give AI agents a complete web intelligence toolkit. This Model Context Protocol server connects Claude Code, Claude Desktop, Cursor, VS Code, Codex, Windsurf and any other MCP client to the ToolTrace API.
One tool per ToolTrace endpoint: scrape any page to clean Markdown, read metadata and JSON-LD, extract links, run on-page SEO audits, detect a site's tech stack, and check XML sitemaps. Free tier included, no card required.
Hosted, for clients that take a connector URL. Nothing to install or update:
Also listed on Smithery.檢視完整 README ↗Give AI agents a complete web intelligence toolkit. This Model Context Protocol server connects Claude Code, Claude Desktop, Cursor, VS Code, Codex, Windsurf and any other MCP client to the ToolTrace API.
One tool per ToolTrace endpoint: scrape any page to clean Markdown, read metadata and JSON-LD, extract links, run on-page SEO audits, detect a site's tech stack, and check XML sitemaps. Free tier included, no card required.
Setup guide: tooltrace.io/mcp
| Tool | Description |
|---|---|
tooltrace_extract | Extract clean Markdown, text, metadata, links, JSON-LD, and sections from any webpage |
tooltrace_metadata | Get page title, description, canonical URL, Open Graph, and Twitter card fields |
tooltrace_links | Extract all internal and external links with anchor text |
tooltrace_schema | Extract JSON-LD structured data (Article, Product, FAQ, etc.) |
tooltrace_seo_audit | Run an SEO audit with scored checks and recommendations |
tooltrace_tech_stack | Detect CMS, frameworks, analytics, CDN, hosting, and more |
tooltrace_sitemap | Inspect and parse XML sitemaps |
Hosted, for clients that take a connector URL. Nothing to install or update:
https://mcp.tooltrace.io/mcp
claude mcp add --transport http tooltrace https://mcp.tooltrace.io/mcp \
--header "Authorization: Bearer your-api-key"
Also listed on Smithery.
Local, over stdio, for clients that run a process. Use this when your client does not speak HTTP, or when you would rather your API key never left your own machine. That is the quick start below.
Both expose the same tools and bill the same credits.
Sign up at tooltrace.io/signup. The free plan includes 1,000 credits per month.
npm install -g @tooltrace/mcp-server
Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": {
"tooltrace": {
"command": "tooltrace-mcp",
"env": {
"TOOLTRACE_API_KEY": "your-api-key"
}
}
}
}
Claude Code:
claude mcp add tooltrace tooltrace-mcp -e TOOLTRACE_API_KEY=your-api-key
Cursor (.cursor/mcp.json):
{
"mcpServers": {
"tooltrace": {
"command": "tooltrace-mcp",
"env": {
"TOOLTRACE_API_KEY": "your-api-key"
}
}
}
}
VS Code (.vscode/mcp.json):
{
"servers": {
"tooltrace": {
"command": "tooltrace-mcp",
"env": {
"TOOLTRACE_API_KEY": "your-api-key"
}
}
}
}
Codex (~/.codex/config.toml):
[mcp_servers.tooltrace]
command = "tooltrace-mcp"
env = { TOOLTRACE_API_KEY = "your-api-key" }
Windsurf (mcp_config.json):
{
"mcpServers": {
"tooltrace": {
"command": "tooltrace-mcp",
"env": {
"TOOLTRACE_API_KEY": "your-api-key"
}
}
}
}
Any other MCP client: run tooltrace-mcp over stdio and set the
TOOLTRACE_API_KEY environment variable. Full per-client setup guide at
tooltrace.io/mcp.
TOOLTRACE_API_KEY=your-api-key npx @tooltrace/mcp-server
Once connected, your AI agent can:
All tools support a render parameter:
never: Fast static fetch, 1 credit. Best for server-rendered pages.auto (default): Starts static, renders in browser if needed. 1 or 5 credits.always: Full browser rendering, 5 credits. For JavaScript-heavy SPAs.git clone https://github.com/ToolTrace-io/mcp-server.git
cd mcp-server
npm install
npm run build
TOOLTRACE_API_KEY=your-key node dist/index.js
MIT