
Leadenrich Mcp
io.github.carsonroell-debug由 GitHub 帳號 carsonroell-debug 發布v0.2.0更新於 Oct 24, 2026
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage
概覽
一個在本機執行的 MCP 伺服器,依序串接 Apollo、Clearbit 與 Hunter 來補齊潛在客戶與公司資料,合併成附欄位來源標註的完整檔案。
- 可以做什麼
- 依電子郵件、網域或姓名加網域補齊單筆潛在客戶,回傳合併檔案、信心分數與查詢成本,並可限制使用哪些資料來源。依名字、姓氏與公司網域尋找聯絡人電子郵件,並附驗證狀態。依網域取得公司概況,例如產業、規模、營收、簡介與地點。一次批次補齊最多 25 筆潛在客戶並回傳彙總。查看用量、成本、方案與剩餘額度,以及伺服器狀態、已設定的資料來源與快取統計。
- 適用情境
- 適合助理需要建立或補齊業務與行銷潛在客戶檔案、依網域查詢公司資訊、尋找並驗證聯絡人電子郵件的情況,尤其是已付費使用 Apollo、Clearbit 或 Hunter 其中一項以上 API,並希望一次呼叫就合併結果時。
- 執行需求
- 以 Python 套件形式在本機執行(需要 Python 3.11+ 與 pip);README 另說明預設在本機 8300 埠提供 HTTP 端點。APOLLO_API_KEY、CLEARBIT_API_KEY 與 HUNTER_API_KEY 皆為選用,伺服器只使用已設定的資料來源。需要能連線各資料來源 API 的網路。完整功能另提到 LEADENRICH_API_KEY 與付費 Pro 方案。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Leadenrich Mcp,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
LeadEnrich MCP Server
[License: MIT] [Python 3.11+] [PyPI] [MCP] [MCPize]
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.
Quick Connect
1. Install and start the server
The server starts on http://localhost:8300/mcp by default.
2a. Connect from Claude Desktop
Add to claude_desktop_config.json:
2b. Connect from Claude Code
Tools
How It Works
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.
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.
Pricing
Requirements
- Python 3.11+
pip
Quick Start
MCP endpoint:
http://localhost:8300/mcp
Environment Variables
All provider keys are optional. The server uses whichever providers are configured and skips the rest.
Example:
Running Options
Run directly:
Run via FastMCP CLI:
Tool Details
enrich_lead
Inputs:
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 key
Returns merged lead profile with field attribution, confidence score, and lookup cost.
find_email
Inputs:
first_name(required): Contact's first namelast_name(required): Contact's last namedomain(required): Company domain
Returns discovered email with confidence score and verification status.
enrich_company
Input:
domain(required): Company domain
Returns company-level firmographic data: industry, size, revenue, description, location.
enrich_batch
Inputs:
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 key
Returns list of enriched profiles with batch summary.
check_usage
Input:
api_key(optional): Your LeadEnrich API key
Returns usage stats: lookup count, cost, tier, remaining quota, and cache stats.
health_check
No input. Returns server status, configured providers, cache stats, and version info.
Try It
Deployment
Smithery
This repo includes smithery.yaml for Smithery deployment.
- Push repository to GitHub
- Create/add server in Smithery
- Point Smithery to this repository
Docker / Hosting Platforms
A Dockerfile is included for Railway, Fly.io, and other container hosts.
Set your provider API keys in your host environment.
Architecture
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.
Free vs Pro
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 — $29/mo or $290/yr.
Built by Freedom Engineers
Related
- SelfHeal MCP — Self-healing proxy for MCP servers
- SiteHealth MCP — Full website health audit
來源:README.md,提交 8c278d1
工具
0版本歷史
1- v0.2.0最新Sep 16, 2026
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