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)
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage
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。
APOLLO_API_KEY, CLEARBIT_API_KEY, HUNTER_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": {
"leadenrich": {
"command": "uvx",
"args": [
"leadenrich-mcp"
],
"env": {
"APOLLO_API_KEY": "your-value",
"CLEARBIT_API_KEY": "your-value",
"HUNTER_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add leadenrich --env APOLLO_API_KEY=your-value --env CLEARBIT_API_KEY=your-value --env HUNTER_API_KEY=your-value -- uvx leadenrich-mcp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": {
"leadenrich": {
"command": "uvx",
"args": [
"leadenrich-mcp"
],
"env": {
"APOLLO_API_KEY": "your-value",
"CLEARBIT_API_KEY": "your-value",
"HUNTER_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": {
"leadenrich": {
"type": "stdio",
"command": "uvx",
"args": [
"leadenrich-mcp"
],
"env": {
"APOLLO_API_KEY": "your-value",
"CLEARBIT_API_KEY": "your-value",
"HUNTER_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7日
注册名称已通过 GitHub 账户 carsonroell-debug 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:APOLLO_API_KEY, CLEARBIT_API_KEY, HUNTER_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(0.2.0)于7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 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Asset Notation
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.
Read and maintain an Asset Notation file on disk: net worth, holdings, valuations, CSV import.
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。
Waterfall lead enrichment for AI agents. Cascades through Apollo, Clearbit, and Hunter to build the most complete lead profile in a single call.
One-click install: Install on MCPize |
pip install leadenrich-mcp
LeadEnrich MCP exposes lead and company enrichment through the Model Context Protocol (MCP), so tools like Claude and Cursor can run enrichment workflows directly. Give it an email, domain, or name and it returns a merged profile with field attribution showing which provider contributed each data point.
pip install leadenrich-mcp
leadenrich-mcp
The server starts on http://localhost:8300/mcp by default.
Add to claude_desktop_config.json:
{
"mcpServers": { "leadenrich": { "url": "http://localhost:8300/mcp" } } }
claude mcp add leadenrich --transport http http://localhost:8300/mcp
| Tool | Description |
|---|---|
enrich_lead | Full waterfall enrichment for a single lead (email, domain, or name+domain) |
find_email | Discover an email from first name + last name + company domain |
enrich_company | Company firmographic data by domain (industry, size, revenue, etc.) |
enrich_batch | Batch enrich up to 25 leads concurrently |
check_usage | Quota, cost tracking, and remaining lookups |
health_check | Server status, configured providers, and cache stats |
LeadEnrich uses a waterfall strategy: each provider fills gaps left by the previous one. When email is known, all providers run concurrently for speed. When only name+domain is provided, Apollo discovers the email first, then Clearbit and Hunter run in parallel.
Input (email / domain / name+domain)
| v +-----------+ +-----------+ +----------+ | Apollo | --> | Clearbit | --> | Hunter | +-----------+ +-----------+ +----------+ | Contact | | Company | | Email | | Company | | Person | | Verify | | LinkedIn | | Firmo | | Domain | +-----------+ +-----------+ +----------+ | | | v v v +------------------------------------------+ | Merged Profile | | 16+ fields with per-field attribution | | Confidence score + lookup cost | +------------------------------------------+
Each field in the result includes attribution so you know exactly which provider it came from. No duplicate API calls thanks to built-in caching.
| Tier | Cost | Details |
|---|---|---|
| Free | $0.00 | 50 lookups/month |
| 1 provider hit | $0.05/lookup | Single provider returned data |
| 2 providers hit | $0.10/lookup | Two providers contributed fields |
| 3 providers hit | $0.15/lookup | Full waterfall, maximum coverage |
pipgit clone https://github.com/carsonlabs/leadenrich-mcp.git
cd leadenrich-mcp pip install -r requirements.txt python main.py
MCP endpoint:
http://localhost:8300/mcp| Variable | Description | Required |
|---|---|---|
APOLLO_API_KEY | Apollo.io API key | No |
CLEARBIT_API_KEY | Clearbit API key | No |
HUNTER_API_KEY | Hunter.io API key | No |
LEADENRICH_API_KEY | Client auth key for usage metering | No |
LEADENRICH_FREE_TIER_LIMIT | Free tier limit (default: 50) | No |
PORT | Server port (default: 8300) | No |
All provider keys are optional. The server uses whichever providers are configured and skips the rest.
Example:
export APOLLO_API_KEY="your-apollo-key"
export CLEARBIT_API_KEY="your-clearbit-key" export HUNTER_API_KEY="your-hunter-key" python main.py
Run directly:
python main.py
Run via FastMCP CLI:
fastmcp run main.py --transport streamable-http --port 8300
enrich_leadInputs:
email (optional): Contact email address (best identifier)domain (optional): Company domain (e.g. "stripe.com")first_name / last_name (optional): Contact name (combine with domain)providers (optional): Limit which providers to useapi_key (optional): Your LeadEnrich API keyReturns merged lead profile with field attribution, confidence score, and lookup cost.
find_emailInputs:
first_name (required): Contact's first namelast_name (required): Contact's last namedomain (required): Company domainReturns discovered email with confidence score and verification status.
enrich_companyInput:
domain (required): Company domainReturns company-level firmographic data: industry, size, revenue, description, location.
enrich_batchInputs:
leads (required): List of lead objects (max 25), each with optional email/domain/nameproviders (optional): Limit which providers to useapi_key (optional): Your LeadEnrich API keyReturns list of enriched profiles with batch summary.
check_usageInput:
api_key (optional): Your LeadEnrich API keyReturns usage stats: lookup count, cost, tier, remaining quota, and cache stats.
health_checkNo input. Returns server status, configured providers, cache stats, and version info.
fastmcp list-tools main.py
fastmcp call-tool main.py health_check '{}' fastmcp call-tool main.py enrich_lead '{"email":"jane@stripe.com"}' fastmcp call-tool main.py find_email '{"first_name":"Jane","last_name":"Smith","domain":"stripe.com"}' fastmcp call-tool main.py enrich_company '{"domain":"stripe.com"}'
This repo includes smithery.yaml for Smithery deployment.
A Dockerfile is included for Railway, Fly.io, and other container hosts.
# Railway
railway up
fly launch fly deploy
Set your provider API keys in your host environment.
Agent (Claude, Cursor, etc.)
-> MCP LeadEnrich MCP Server (this repo) -> Apollo API (contact + company data) -> Clearbit API (person + firmographic data) -> Hunter API (email finding + verification)
This server is a translation layer between MCP tool calls and multiple enrichment provider APIs, with built-in caching, usage metering, and waterfall merge logic.
| Tool | Free | Pro ($29/mo) |
|---|---|---|
enrich_lead | Yes (Hunter only) | Yes (full waterfall: Apollo + Clearbit + Hunter) |
check_usage | Yes | Yes |
health_check | Yes | Yes |
find_email | - | Yes |
enrich_company | - | Yes |
enrich_batch | - | Yes |
Free tier gives you single-provider lookups via Hunter. Pro unlocks the full 3-provider waterfall, email finder, company enrichment, and batch operations.
[Upgrade to Pro on MCPize](https://mcpize.com/mcp/leadenrich-mcp?ref=YHCCR&utm_source=github&utm_medium=readme) — $29/mo or $290/yr.
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