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

已驗證STDIO僅桌面資料與分析商業與電商

概覽

AI 產生的概覽

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。
安裝前請注意
查詢會產生費用:README 列出每次查詢 0.05 至 0.15 美元,視有多少資料來源回傳資料而定;完整瀑布流程、電子郵件尋找、公司補齊與批次工具需要每月 29 美元的 Pro 方案。免費額度為每月 50 次查詢,且僅使用 Hunter。將姓名、電子郵件與網域等個人資料傳送給 Apollo、Clearbit 與 Hunter,等於與第三方共享資料。各資料來源金鑰屬於機密,應避免放入共用設定。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Leadenrich Mcp,將其新增到工作區。
  2. 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

bash
pip install leadenrich-mcpleadenrich-mcp

The server starts on http://localhost:8300/mcp by default.

2a. Connect from Claude Desktop

Add to claude_desktop_config.json:

json
{  "mcpServers": {    "leadenrich": {      "url": "http://localhost:8300/mcp"    }  }}

2b. Connect from Claude Code

bash
claude mcp add leadenrich --transport http http://localhost:8300/mcp

Tools

ToolDescription
enrich_leadFull waterfall enrichment for a single lead (email, domain, or name+domain)
find_emailDiscover an email from first name + last name + company domain
enrich_companyCompany firmographic data by domain (industry, size, revenue, etc.)
enrich_batchBatch enrich up to 25 leads concurrently
check_usageQuota, cost tracking, and remaining lookups
health_checkServer status, configured providers, and cache stats

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.

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.

Pricing

TierCostDetails
Free$0.0050 lookups/month
1 provider hit$0.05/lookupSingle provider returned data
2 providers hit$0.10/lookupTwo providers contributed fields
3 providers hit$0.15/lookupFull waterfall, maximum coverage

Requirements

  • Python 3.11+
  • pip

Quick Start

bash
git clone https://github.com/carsonlabs/leadenrich-mcp.gitcd leadenrich-mcppip install -r requirements.txtpython main.py

MCP endpoint:

  • http://localhost:8300/mcp

Environment Variables

VariableDescriptionRequired
APOLLO_API_KEYApollo.io API keyNo
CLEARBIT_API_KEYClearbit API keyNo
HUNTER_API_KEYHunter.io API keyNo
LEADENRICH_API_KEYClient auth key for usage meteringNo
LEADENRICH_FREE_TIER_LIMITFree tier limit (default: 50)No
PORTServer port (default: 8300)No

All provider keys are optional. The server uses whichever providers are configured and skips the rest.

Example:

bash
export APOLLO_API_KEY="your-apollo-key"export CLEARBIT_API_KEY="your-clearbit-key"export HUNTER_API_KEY="your-hunter-key"python main.py

Running Options

Run directly:

bash
python main.py

Run via FastMCP CLI:

bash
fastmcp run main.py --transport streamable-http --port 8300

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 use
  • api_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 name
  • last_name (required): Contact's last name
  • domain (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/name
  • providers (optional): Limit which providers to use
  • api_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

bash
fastmcp list-tools main.pyfastmcp call-tool main.py health_check '{}'fastmcp call-tool main.py enrich_lead '{"email":"[email protected]"}'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"}'

Deployment

Smithery

This repo includes smithery.yaml for Smithery deployment.

  1. Push repository to GitHub
  2. Create/add server in Smithery
  3. Point Smithery to this repository

Docker / Hosting Platforms

A Dockerfile is included for Railway, Fly.io, and other container hosts.

bash
# Railwayrailway up
# Fly.iofly launchfly deploy

Set your provider API keys in your host environment.

Architecture

text
Agent (Claude, Cursor, etc.)  -> MCPLeadEnrich 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.

Free vs Pro

ToolFreePro ($29/mo)
enrich_leadYes (Hunter only)Yes (full waterfall: Apollo + Clearbit + Hunter)
check_usageYesYes
health_checkYesYes
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 — $29/mo or $290/yr.


Built by Freedom Engineers

Related

來源:README.md,提交 8c278d1

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v0.2.0最新Sep 16, 2026

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