Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Track what 1,000+ VCs follow on X to surface startups before their round. Signal for AI agents.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
FRONTRUN_API_KEY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"frontrun": {
"command": "npx",
"args": [
"-y",
"frontrun-mcp-server"
],
"env": {
"FRONTRUN_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add frontrun --env FRONTRUN_API_KEY=your-value -- npx -y frontrun-mcp-server运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"frontrun": {
"command": "npx",
"args": [
"-y",
"frontrun-mcp-server"
],
"env": {
"FRONTRUN_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"frontrun": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"frontrun-mcp-server"
],
"env": {
"FRONTRUN_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过 GitHub 账户 jongall45 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:FRONTRUN_API_KEY
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(2.6.0)于4个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, topo^alpin
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Avalanche bulletins and mountain weather forecasts for any place in the Alps.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
VC follow intelligence for AI agents. Track what top investors follow on X — detect new follows, convergence signals, and trending companies before they're announced.
33 tools. Version 2.5.2.
No API key needed. Log in with your frontrun.vc account:
# Step 1: Log in — opens browser, saves credentials locally
npx frontrun-mcp-server --login
npx frontrun-mcp-server --setup # Claude Desktop npx frontrun-mcp-server --setup-code # Claude Code (uses claude mcp add)
Credentials are saved to ~/.frontrun/credentials.json. Other commands:
npx frontrun-mcp-server --status # Check auth status
npx frontrun-mcp-server --logout # Clear saved credentials
The server is also hosted at https://www.frontrun.vc/mcp (streamable HTTP). Point any remote-capable MCP client at it with your API key:
claude mcp add --transport http frontrun https://www.frontrun.vc/mcp --header "Authorization: Bearer sig_your_key_here"
If you prefer to use an API key directly, go to frontrun.vc → Settings > API Keys and generate a key (starts with sig_).
Claude Code
claude mcp add frontrun -e FRONTRUN_API_KEY=sig_your_key_here --scope user -- npx frontrun-mcp-server
Or add to .mcp.json in any project:
{
"mcpServers": { "frontrun": { "command": "npx", "args": ["frontrun-mcp-server"], "env": { "FRONTRUN_API_KEY": "sig_your_key_here" } } } }
</details>
Claude Desktop
Add to your config file:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json{
"mcpServers": { "frontrun": { "command": "npx", "args": ["frontrun-mcp-server"], "env": { "FRONTRUN_API_KEY": "sig_your_key_here" } } } }
</details>
Cursor
Add to .cursor/mcp.json in your project:
{
"mcpServers": { "frontrun": { "command": "npx", "args": ["frontrun-mcp-server"], "env": { "FRONTRUN_API_KEY": "sig_your_key_here" } } } }
</details>
Any MCP-compatible client
FRONTRUN_API_KEY=sig_your_key_here npx frontrun-mcp-server
Open your AI tool and try:
"What's trending in my tracked accounts this week?"
Here are real prompts that work out of the box. Just type them into Claude Code, Claude Desktop, or Cursor.
Frontrun monitors the X (Twitter) follow graphs of VCs and investors you choose to track. When a VC follows a new account, Frontrun detects it, classifies the entity (startup, protocol, founder, etc.), and makes it queryable through AI.
The signal: VCs typically follow companies 2-8 weeks before a funding announcement. Convergence — multiple VCs independently following the same account — is the strongest signal.
Receipts: @techdollarhq flagged at 13 followers, $3M pre-seed announced 123 days later · @orthogonal_sh flagged 184 days before its $4.3M round led by Pantera · @rialto_xyz flagged at 18 followers, 26 days before its Robinhood partner announcement.
What you're paying for: Every response is computed intelligence, not raw data. Sectors are classified by AI, convergence is detected algorithmically, and company profiles are synthesized from multiple sources.
API + MCP access is included with the Pro plan ($99/mo) — it comes with 10,000 credits every month, and you can add more (or turn on auto-refill) at frontrun.vc/api/billing. Each query costs credits:
| What you're doing | Credits |
|---|---|
| Check your balance, list tracked accounts, manage rules/tags | Free |
| Preview an account, search, view sectors, pull a report | 4 |
| New follows, enriched follows, feed, company signals | 16 |
| Trending scan, VC activity | 24 |
| Thesis search, webhook setup (then 8/delivery) | 40 |
| Company deep-dive: overview, funding, convergence, resources, discover, similar VCs | 60 |
| Founder intelligence | 100 |
A typical daily check-in (feed + convergence + a few company deep-dives) runs ~300 credits — an included month covers it more than 30x over. Agent-scale usage is what auto-refill is for.
The agent has access to these tools automatically. You don't need to call them by name — just ask your question and the agent picks the right tool.
| Tool | What it does |
|---|---|
frontrun_status | Your balance, tracked count, usage stats |
frontrun_list_tracked | All accounts you're monitoring |
frontrun_track | Start monitoring an X account |
frontrun_untrack | Stop monitoring an account |
frontrun_preview | Preview an account before tracking — signal score, sector hints, recommendation |
| Tool | What it does |
|---|---|
frontrun_new_follows | New follows detected across your tracked accounts |
frontrun_snapshot | Current follow list for a specific tracked account |
frontrun_enriched_follows | New follows + AI classification + custom rules applied |
frontrun_convergence | Multiple tracked accounts following the same entity |
frontrun_trending | Entities ranked by follow velocity |
frontrun_search | Search discovered entities by sector, keyword, type |
frontrun_thesis_search | Semantic search — describe a thesis in plain language, get matching companies |
frontrun_feed | Real-time activity feed across all tracked accounts |
frontrun_sectors | Sector breakdown of discovered entities |
frontrun_discover | Personalized recommendations — "accounts your VCs follow that you're not tracking" |
frontrun_reports | Generated intelligence reports for your tracked accounts |
| Tool | What it does |
|---|---|
frontrun_company | Company overview — what they do, sector, stage |
frontrun_company_founders | Founder profiles, backgrounds, previous companies |
frontrun_company_signals | Social buzz, sentiment, notable engagements |
frontrun_company_resources | Website, GitHub, docs, community links |
frontrun_company_funding | Funding rounds, investors, amounts |
| Tool | What it does |
|---|---|
frontrun_vc_activity | VC follow patterns — velocity, sector focus, recent follows |
frontrun_vc_similar | Find VCs with overlapping follow patterns |
| Tool | What it does |
|---|---|
frontrun_classify | Run AI classification on specific entities |
frontrun_create_rule | Create a custom classification rule |
frontrun_list_rules | List your rules |
frontrun_update_rule | Update a rule |
frontrun_delete_rule | Delete a rule |
frontrun_tag | Tag an entity with custom labels |
frontrun_list_tags | List your tagged entities |
| Tool | What it does |
|---|---|
frontrun_list_webhooks | List your registered webhooks |
frontrun_create_webhook | Register a webhook for new_follows / convergence events |
frontrun_delete_webhook | Delete a webhook |
Prefer HTTP? Every tool maps to a REST endpoint. Base URL: https://frontrun.vc/v1
# Set your key
export FR_KEY="sig_your_key_here"
curl -sL -H "X-API-Key: $FR_KEY" "https://frontrun.vc/v1/status"
curl -sL -H "X-API-Key: $FR_KEY" "https://frontrun.vc/v1/trending?since=168h"
curl -sL -H "X-API-Key: $FR_KEY" "https://frontrun.vc/v1/convergence?since=168h"
Full REST docs: frontrun.vc/docs/api
MIT