Leadenrich Mcp

io.github.carsonroell-debug由 GitHub 账号 carsonroell-debug 发布v0.2.0更新于 Oct 24, 2026

Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage

已验证STDIO仅桌面数据与分析商业与电商

概览

AI 生成的概览

一个本地 MCP 服务器,通过依次调用 Apollo、Clearbit 和 Hunter 来补全线索与公司信息,合并为带字段来源标注的完整档案。

可以做什么
根据邮箱、域名或姓名加域名补全单条线索,返回合并档案、置信度和查询成本,并可限定使用哪些数据源。根据名、姓和公司域名查找联系人邮箱,并给出验证状态。按域名获取公司画像,如行业、规模、营收、简介和位置。一次批量补全最多 25 条线索并返回汇总。查看用量、成本、套餐和剩余额度,以及服务器状态、已配置的数据源和缓存统计。
适用场景
适合助手需要构建或补全销售与营销线索档案、按域名查询公司信息、查找并验证联系人邮箱的场景,尤其是在已付费使用 Apollo、Clearbit 或 Hunter 中一个或多个 API、希望一次调用合并结果时。
运行要求
以 Python 包形式在本地运行(需要 Python 3.11+ 和 pip);README 还说明默认在本机 8300 端口提供 HTTP 端点。APOLLO_API_KEY、CLEARBIT_API_KEY 和 HUNTER_API_KEY 均为可选,服务器只使用已配置的数据源。需要能访问各数据源 API 的网络。完整功能还提到 LEADENRICH_API_KEY 和付费 Pro 套餐。
安装前请注意
查询会产生费用:README 列出每次查询 0.05 至 0.15 美元,取决于有多少数据源返回数据;完整瀑布流程、邮箱查找、公司补全和批量工具需要每月 29 美元的 Pro 套餐。免费额度为每月 50 次查询,且仅使用 Hunter。将姓名、邮箱和域名等个人数据发送给 Apollo、Clearbit 和 Hunter 属于向第三方共享数据。各数据源密钥属于机密,应避免放入共享配置。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Leadenrich Mcp,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

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

来源:README.md,提交 8c278d1

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.2.0最新Sep 16, 2026

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