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Li Data Scraper MCP Server

Li Data Scraper MCP Server

Li Data Scraper MCP Server

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用于访问 Li Data Scraper API 的 MCP 服务器。

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Related MCP server: LinkedIn Data API MCP Server

简介

这是一个 MCP 服务器,用于访问 Li Data Scraper API。

  • PyPI 包名: bach-li_data_scraper

  • 版本: 1.0.0

  • 传输协议: stdio

安装

从 PyPI 安装:

pip install bach-li_data_scraper

从源码安装:

pip install -e .

运行

方式 1: 使用 uvx(推荐,无需安装)

# 运行(uvx 会自动安装并运行)
uvx --from bach-li_data_scraper bach_li_data_scraper

# 或指定版本
uvx --from bach-li_data_scraper@latest bach_li_data_scraper

方式 2: 直接运行(开发模式)

python server.py

方式 3: 安装后作为命令运行

# 安装
pip install bach-li_data_scraper

# 运行(命令名使用下划线)
bach_li_data_scraper

配置

API 认证

此 API 需要认证。请设置环境变量:

export API_KEY="your_api_key_here"

环境变量

变量名

说明

必需

API_KEY

API 密钥

是

PORT

不适用

否

HOST

不适用

否

在 Cursor 中使用

编辑 Cursor MCP 配置文件 ~/.cursor/mcp.json:

{
  "mcpServers": {
    "bach-li_data_scraper": {
      "command": "uvx",
      "args": ["--from", "bach-li_data_scraper", "bach_li_data_scraper"],
      "env": {
        "API_KEY": "your_api_key_here"
      }
    }
  }
}

在 Claude Desktop 中使用

编辑 Claude Desktop 配置文件 claude_desktop_config.json:

{
  "mcpServers": {
    "bach-li_data_scraper": {
      "command": "uvx",
      "args": ["--from", "bach-li_data_scraper", "bach_li_data_scraper"],
      "env": {
        "API_KEY": "your_api_key_here"
      }
    }
  }
}

可用工具

此服务器提供以下工具:

get_public_profile_data_by_url

Enrich public profile data

端点: GET /get-profile-data-by-url


get_company_details

The endpoint returns enrich company details

端点: GET /get-company-details


get_company_by_domain

Enrich company data by domain. 1 credit per successful request.

端点: GET /get-company-by-domain


search_people

You may see less than 10 results per page. This is because not all profiles as public, sometimes hiding profiles. The endpoint automatically filters these profiles from the result

端点: GET /search-people


about_the_profile

Get profile verification details, profile’s joined, contact information updated, and profile photo updated date

端点: GET /about-this-profile


get_profile_data_and_connection_u0026_follower_count

Get Profile Data and Connection \u0026 Follower Count

端点: GET /data-connection-count


get_post_comment_reaction

Get post comment Reaction

端点: POST /posts/comments/reactions


search_post_by_keyword

Search Post by Keyword

端点: POST /search-posts


get_post_reactions

Get profiles that reacted to the post

端点: POST /get-post-reactions


get_profile_post_and_comments

Get profile post and comments of the post

端点: GET /get-profile-post-and-comments


get_profiles_comments

Get last 50 comments of a profile. 1 credit per call

端点: GET /get-profile-comments


get_company_jobs

Get company jobs

端点: POST /company-jobs


ping

Ping

端点: GET /health


get_profile_recent_activity_time

Get the time of the profile's last activity

端点: GET /get-profile-recent-activity-time


get_profile_reactions

Find out what posts a profile reacted to

端点: GET /get-profile-likes


get_profile_post_comment

Get 50 comments of a profile post (activity)

端点: GET /get-profile-posts-comments


get_profiles_posts

Get last 50 posts of a profile. 1 credit per call

端点: GET /get-profile-posts


search_post_by_hashtag

Search Post by Hashtag

端点: POST /search-posts-by-hashtag


get_company_post_comments

Get comments of a company post

端点: GET /get-company-post-comments


get_companys_post

Get last 50 posts of a company. 1 credit per call

端点: GET /get-company-posts


技术栈

  • 传输协议: stdio

  • HTTP 客户端: httpx

许可证

MIT License - 详见 LICENSE 文件。

开发

此服务器由 API-to-MCP 工具生成。

版本: 1.0.0

Available Tools

20 tools
about_the_profileB

Get profile verification details, profile’s joined, contact information updated, and profile photo updated date

Inputs: no named parameters.

get_company_by_domainB

Enrich company data by domain. 1 credit per successful request.

Inputs: no named parameters.

get_company_detailsC

The endpoint returns enrich company details

Inputs: no named parameters.

get_company_jobsC

Get company jobs

Inputs: no named parameters.

get_company_post_commentsB

Get comments of a company post

Inputs: no named parameters.

get_companys_postB

Get last 50 posts of a company. 1 credit per call

Inputs: no named parameters.

get_post_comment_reactionC

Get post comment Reaction

Inputs: no named parameters.

get_post_reactionsB

Get profiles that reacted to the post

Inputs: no named parameters.

get_profile_data_and_connection_u0026_follower_countC

Get Profile Data and Connection \u0026 Follower Count

Inputs: no named parameters.

get_profile_post_and_commentsC

Get profile post and comments of the post

Inputs: no named parameters.

get_profile_post_commentB

Get 50 comments of a profile post (activity)

Inputs: no named parameters.

get_profile_reactionsB

Find out what posts a profile reacted to

Inputs: no named parameters.

get_profile_recent_activity_timeB

Get the time of the profile's last activity

Inputs: no named parameters.

get_profiles_commentsB

Get last 50 comments of a profile. 1 credit per call

Inputs: no named parameters.

get_profiles_postsB

Get last 50 posts of a profile. 1 credit per call

Inputs: no named parameters.

get_public_profile_data_by_urlC

Enrich public profile data

Inputs: no named parameters.

pingD

Ping

Inputs: no named parameters.

search_peopleC

You may see less than 10 results per page. This is because not all profiles as public, sometimes hiding profiles. The endpoint automatically filters these profiles from the result

Inputs: no named parameters.

search_post_by_hashtagD

Search Post by Hashtag

Inputs: no named parameters.

search_post_by_keywordC

Search Post by Keyword

Inputs: no named parameters.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    C2.5/5.0

    Scored across 20 tools

    Disambiguation3/5

    There is significant overlap between tools targeting similar resources, such as get_profile_post_and_comments, get_profile_post_comment, and get_profiles_comments, which could confuse an agent about which to use for profile comments. However, descriptions help differentiate some tools, like distinguishing company vs. profile operations, preventing complete ambiguity.

    Naming Consistency2/5

    Naming is inconsistent with mixed patterns: most tools use get_* or search_* prefixes, but about_the_profile deviates, and some names are overly verbose or include escaped characters (e.g., get_profile_data_and_connection_u0026_follower_count). This lack of a uniform convention reduces predictability and readability.

    Tool Count3/5

    With 20 tools, the count is borderline high for a data scraper server, feeling slightly heavy but not extreme. It covers multiple domains (profiles, companies, posts, searches), which justifies some volume, but could benefit from consolidation to avoid overlap and improve coherence.

    Completeness4/5

    The tool set provides broad coverage for LinkedIn data scraping, including profile, company, post, comment, reaction, and search operations, with minor gaps such as missing update or delete tools (expected for read-only scraping) and no direct tool for managing credits or errors. Overall, it supports core workflows without major dead ends.

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