How do I use Fresh Linkedin Profile Data MCP Server?

1. Click on "Deploy Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Fresh Linkedin Profile Data MCP Server enrich lead profile https://www.linkedin.com/in/johndoe" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

Fresh Linkedin Profile Data MCP Server

by BACH-AI-Tools

Overview Schema Source Related Servers Discussions Admin

Python

Remote

Fresh Linkedin Profile Data MCP Server

English | 简体中文 | 繁體中文

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Related MCP server: Li Data Scraper MCP Server

简介

这是一个 MCP 服务器，用于访问 Fresh Linkedin Profile Data API。

PyPI 包名: bach-fresh_linkedin_profile_data
版本: 2.0.0
传输协议: stdio

安装

从 PyPI 安装:

pip install bach-fresh_linkedin_profile_data

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-fresh_linkedin_profile_data bach_fresh_linkedin_profile_data

# 或指定版本
uvx --from bach-fresh_linkedin_profile_data@latest bach_fresh_linkedin_profile_data

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-fresh_linkedin_profile_data

# 运行（命令名使用下划线）
bach_fresh_linkedin_profile_data

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 Claude Desktop 中使用

编辑 Claude Desktop 配置文件 claude_desktop_config.json:

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

注意: 请将 E:\path\to\fresh_linkedin_profile_data\server.py 替换为实际的服务器文件路径。

可用工具

此服务器提供以下工具:

`get_company_by_url`

1 credit per call.

端点: GET /get-company-by-linkedinurl

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/company/apple/

`enrich_lead`

1 credit per call. Using each extra option will cost another 0.5 credits. Maximum: 3 credits.

端点: GET /enrich-lead

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/cjfollini/
include_skills (string): Example value:
include_certifications (string): Example value:
include_publications (string): Example value:
include_honors (string): Example value:
include_volunteers (string): Example value:
include_projects (string): Example value:
include_patents (string): Example value:
include_courses (string): Example value:
include_organizations (string): Example value:
include_profile_status (string): Example value:
include_company_public_url (string): Example value:

`get_company_by_id`

1 credit per call.

端点: GET /get-company-by-id

参数:

company_id (string) 必需: Example value: 162479

`find_custom_headcount`

Discover the count of employees within a specific company who meet designated criteria. 1 credit per call.

端点: POST /find-custom-headcount

`count__job_openings`

Get the number of job openings a company has posted on LinkedIn. 1 credit per call.

端点: GET /get-company-jobs-count

参数:

company_id (string) 必需: Example value: 162479

`google_profiles`

2 credits per call.

端点: POST /google-profiles

`get_profile_pdf_cv`

1 credit per call.

端点: GET /get-profile-pdf-cv

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/williamhgates/

`get_open_to_work_status`

1 credit per call.

端点: GET /get-opentowork-status

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/williamhgates/

`search_companies`

Step 1: Use this endpoint to make a search using your criteria. This endpoint will return a \

端点: POST /search-companies

`get_search_results`

Get search results. Please make sure the search is \

端点: GET /get-search-results

参数:

request_id (string) 必需: Example value: dd1b29063de8927b31fa523d36432b61
page (string) 必需: Example value: 1

`search_leads`

Find and scrape lead details with advanced filters.

端点: POST /search-employees

`search_posts`

2 credits per call.

端点: POST /search-posts

`get_posts_reactions`

1 credit per call.

端点: GET /get-post-reactions

参数:

urn (string) 必需: Example value: 7267273010393358336
type (string): Default value: ALL. Possible values: ALL,LIKE,EMPATHY,APPRECIATION,INTEREST,PRAISE.
page (string): Example value: 1

`get_posts_comments`

1 credit per call.

端点: GET /get-post-comments

参数:

urn (string) 必需: Example value: 7267273010393358336
sort_by (string): Default value: Most relevant. Possible values: Most relevant, Most recent.
page (string): Example value: 1
pagination_token (string): Example value:

`get_profile_latest_post_date`

Find out when he/she posted recently.

端点: GET /profile-latest-post-date

参数:

linkedin_url (string): Example value: https://www.linkedin.com/in/ajjames/

`detect_activity_time`

Get the time of the latest profile activity. 2 credits per call.

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

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/williamhgates/

`search_decision_makers`

Search for decision makers of any company.

端点: POST /search-decision-makers

`lead_search_at_scale`

Find and scrape leads at scale

端点: POST /big-search-employee

`search_jobs_v2`

Using a simpler payload. 1 credit per call.

端点: POST /search-jobs-v2

`check_search_status`

Get the status of your search using the request_id given in step 1.

端点: GET /check-search-status

参数:

request_id (string) 必需: Example value: dd1b29063de8927b31fa523d36432b61

`get_post_details`

Scrape details of a single post based on its URN.

端点: GET /get-post-details

参数:

urn (string) 必需: Example value: 7315779816467656705

`get_job_details`

Scrape the full job details, including the company basic information. 1 credit per call.

端点: GET /get-job-details

参数:

job_url (string) 必需: Example value: https://www.linkedin.com/jobs/view/3766410207/
include_skills (string): Including skills will cost 1 more credit
include_hiring_team (string): Including hiring team information will cost 1 more credit

`get_companys_posts`

2 credits per call.

端点: GET /get-company-posts

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/company/amazon/
start (string): Use this param to fetch posts of the next result page: 0 for page 1, 50 for page 2, etc.
pagination_token (string): Required when fetching the next result page. Please use the token from the result of your previous call.
sort_by (string): Possible values: top, recent

`get_companies`

Get search results. Please make sure the search is \

端点: GET /get-search-companies-results

参数:

request_id (string) 必需: Example value: ba072fac0b38d12378ef5023742f0184s34e1i8n2a7p0m9o
page (string): Example value: 1

`check_company_search_status`

Get the status of your search using the request_id given in step 1.

端点: GET /check-search-companies-status

参数:

request_id (string) 必需: Example value: ba072fac0b38d12378ef5023742f0184s34e1i8n2a7p0m9o

`search_companies_by_sn_url`

Provide URL instead of filters.

端点: POST /search-companies-by-sales-nav-url

`search_jobs`

To scrape all results from each search, change the parameter \

端点: POST /search-jobs

`get_company_insights`

5 credits per call.

端点: GET /get-company-insights

参数:

company_id (string) 必需: Example value: 1035

`get_profiles_posts`

2 credits per call

端点: GET /get-profile-posts

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/williamhgates/
type (string): Possible values: posts: to scrape posts from tab Posts -- posts or posts reshared by the person comments: to scrape posts from tab Comments -- posts the person commented reactions: to scrape posts from tab Reactions -- posts the person reacted
start (string): Use this param to fetch posts of the next result page: 0 for page 1, 50 for page 2, etc.
pagination_token (string): Required when fetching the next result page. Please use the token from the result of your previous call.

`get_company_by_domain`

1 credit per call.

端点: GET /get-company-by-domain

参数:

domain (string) 必需: Example value: apple.com

`search_linkedin_school_pages_via_google`

Find up to 100 schools that match your criteria via Google. 2 credits per call.

端点: POST /google-schools

`search_linkedin_company_pages_via_google`

Find up to 100 companies that match your criteria via Google. 2 credits per call.

端点: POST /google-companies

`get_years_of_experience`

Get the total number of years of experience of a profile.

端点: GET /get-year-of-experiences

参数:

linkedin_url (string): Example value: https://www.linkedin.com/in/williamhgates/

`get_recommendation_received`

Get profile’s recommendations (received). 1 credit per call.

端点: GET /get-recommendations-received

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/ajjames

`search_companies_instantly`

Search companies in our cached database of 64 million records (updated annually). Instant results. Cost: 1 credit for 10 companies (searches returning fewer than 10 results still consume 1 credit).

端点: POST /search-companies-instantly

`get_recommendation_given`

Get profile’s recommendations (given). 1 credit per call.

端点: GET /get-recommendations-given

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/ajjames

`search_leads_v2`

Provide search url instead of filters

端点: POST /search-employees-by-sales-nav-url

`get_open_profile_status`

1 credit per call.

端点: GET /get-open-profile-status

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/williamhgates/

`get_extra_profile_data`

Get more profile’s data fields like languages, top skills, certifications, publications, patents, awards

端点: GET /get-extra-profile-data

参数:

linkedin_url (string) 必需: Example value: https://www.linkedin.com/in/ajjames/

技术栈

传输协议: stdio
HTTP 客户端: httpx

开发

此服务器由 API-to-MCP 工具自动生成。

版本: 2.0.0

Available Tools

39 tools

check_company_search_statusCheck Company Search StatusC

Get the status of your search using the request_id given in step 1.

Inputs: request_id (required).

check_search_statusCheck Search StatusB

Get the status of your search using the request_id given in step 1.

Inputs: request_id (required).

countCountB

Get the number of job openings a company has posted on LinkedIn. 1 credit per call.

Inputs: company_id (required).

detect_activity_timeDetect Activity TimeB

Get the time of the latest profile activity. 2 credits per call.

Inputs: linkedin_url (required).

enrich_leadEnrich LeadD

1 credit per call. Using each extra option will cost another 0.5 credits. Maximum: 3 credits.

Inputs: linkedin_url (required), include_honors, include_skills, include_courses, +8 more.

find_custom_headcountFind Custom HeadcountB

Discover the count of employees within a specific company who meet designated criteria. 1 credit per call.

Inputs: no named parameters.

get_companiesGet CompaniesD

Get search results. Please make sure the search is \

Inputs: request_id (required), page.

get_company_by_domainGet Company By DomainD

1 credit per call.

Inputs: domain (required).

get_company_by_idGet Company By IdD

1 credit per call.

Inputs: company_id (required).

get_company_by_urlGet Company By UrlD

1 credit per call.

Inputs: linkedin_url (required).

get_company_insightsGet Company InsightsD

5 credits per call.

Inputs: company_id (required).

get_companys_postsGet Companys PostsD

2 credits per call.

Inputs: linkedin_url (required), start, sort_by, pagination_token.

get_extra_profile_dataGet Extra Profile DataB

Get more profile’s data fields like languages, top skills, certifications, publications, patents, awards

Inputs: linkedin_url (required).

get_job_detailsGet Job DetailsA

Scrape the full job details, including the company basic information. 1 credit per call.

Inputs: job_url (required), include_skills, include_hiring_team.

get_open_profile_statusGet Open Profile StatusD

1 credit per call.

Inputs: linkedin_url (required).

get_open_to_work_statusGet Open To Work StatusD

1 credit per call.

Inputs: linkedin_url (required).

get_post_detailsGet Post DetailsB

Scrape details of a single post based on its URN.

Inputs: urn (required).

get_posts_commentsGet Posts CommentsD

1 credit per call.

Inputs: urn (required), page, sort_by, pagination_token.

get_posts_reactionsGet Posts ReactionsD

1 credit per call.

Inputs: urn (required), page, type.

get_profile_latest_post_dateGet Profile Latest Post DateC

Find out when he/she posted recently.

Inputs: linkedin_url.

get_profile_pdf_cvGet Profile Pdf CvD

1 credit per call.

Inputs: linkedin_url (required).

get_profiles_postsGet Profiles PostsC

2 credits per call

Inputs: linkedin_url (required), type, start, pagination_token.

get_recommendation_givenGet Recommendation GivenC

Get profile’s recommendations (given). 1 credit per call.

Inputs: linkedin_url (required).

get_recommendation_receivedGet Recommendation ReceivedA

Get profile’s recommendations (received). 1 credit per call.

Inputs: linkedin_url (required).

get_search_resultsGet Search ResultsC

Get search results. Please make sure the search is \

Inputs: page (required), request_id (required).

get_years_of_experienceGet Years Of ExperienceB

Get the total number of years of experience of a profile.

Inputs: linkedin_url.

google_profilesGoogle ProfilesD

2 credits per call.

Inputs: no named parameters.

lead_search_at_scaleLead Search At ScaleB

Find and scrape leads at scale

Inputs: no named parameters.

search_companiesSearch CompaniesC

Step 1: Use this endpoint to make a search using your criteria. This endpoint will return a \

Inputs: no named parameters.

search_companies_by_sn_urlSearch Companies By Sn UrlC

Provide URL instead of filters.

Inputs: no named parameters.

search_companies_instantlySearch Companies InstantlyA

Search companies in our cached database of 64 million records (updated annually). Instant results. Cost: 1 credit for 10 companies (searches returning fewer than 10 results still consume 1 credit).

Inputs: no named parameters.

search_decision_makersSearch Decision MakersB

Search for decision makers of any company.

Inputs: no named parameters.

search_jobsSearch JobsD

To scrape all results from each search, change the parameter \

Inputs: no named parameters.

search_jobs_v2Search Jobs V2C

Using a simpler payload. 1 credit per call.

Inputs: no named parameters.

search_leadsSearch LeadsC

Find and scrape lead details with advanced filters.

Inputs: no named parameters.

search_leads_v2Search Leads V2D

Provide search url instead of filters

Inputs: no named parameters.

search_linkedin_company_pages_via_googleSearch Linkedin Company Pages Via GoogleC

Find up to 100 companies that match your criteria via Google. 2 credits per call.

Inputs: no named parameters.

search_linkedin_school_pages_via_googleSearch Linkedin School Pages Via GoogleB

Find up to 100 schools that match your criteria via Google. 2 credits per call.

Inputs: no named parameters.

search_postsSearch PostsD

2 credits per call.

Inputs: no named parameters.

Tool Schema Changelog

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

Loading tool schema changelog…

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

C2.2/5.0

Scored 2026-09-04 06:11 across 39 tools

Disambiguation2/5

There are multiple overlapping company and lead search tools (search_companies, get_companies, search_companies_instantly, search_companies_by_sn_url, search_leads, search_leads_v2, lead_search_at_scale), some with identical 'Get search results' descriptions. While many retrieval tools are distinct, the boundary between async search, status, and result-fetching endpoints is easy for an agent to confuse.

Naming Consistency2/5

The set mixes get_* and search_* patterns with exceptions like count, enrich_lead, find_custom_headcount, google_profiles, and lead_search_at_scale. It also contains inconsistent v2 suffixes, generic names, and the typo get_companys_posts, making the naming pattern unreliable.

Tool Count2/5

39 tools is far beyond the typical well-scoped MCP surface, even for a broad LinkedIn data product. The count feels bloated largely because search functionality is split across many overlapping variants rather than consolidated.

Completeness4/5

For a read-only LinkedIn data enrichment server, the surface covers companies, profiles, posts, jobs, leads, decision makers, and school/company searches quite thoroughly. Minor gaps exist, such as no explicit employee-list or full profile-experience endpoint, but most lead-generation workflows have no dead ends.

Resources

Related MCP Connectors

linkedin-company-profile
io.github.mrocker
LinkedIn companies, hiring signals and public profiles by URL. No login, no cookies. Pay per result.
Web Scraping Social Media Research & Data
1
https://mcp.apify.com/?tools=nick.cheng/linkedin-company-profile-scraper
EnrichGridA
com.enrichgrid
LinkedIn person, company and school data for AI agents: full profiles with work history, education and skills, company firmographics, and people search by title, company, location and size. Pay only for found profiles. 50 free credits.
CRM Research & Data Social Media
61
https://enrichgrid.com/mcp
ZOOQ - LinkedIn Data for AI AgentsA
io.github.baldiga
Live LinkedIn data for AI agents: profiles, companies, jobs, posts, email finding. No account risk.
Social Media Search Research & Data
451
https://zooq.dev/api/mcp
EnvoAPI
com.envoapi
People, company, job and LinkedIn post data, plus email finding and verification.
Social Media Research & Data Email
1
https://api.envoapi.com/mcp

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Fresh Linkedin Profile Data MCP Server

🚀 使用 EMCP 平台快速体验

快速开始：

EMCP 平台优势：

简介

安装

从 PyPI 安装:

从源码安装:

运行

方式 1: 使用 uvx（推荐，无需安装）

方式 2: 直接运行（开发模式）

方式 3: 安装后作为命令运行

配置

API 认证

环境变量

在 Claude Desktop 中使用

可用工具

get_company_by_url

enrich_lead

get_company_by_id

find_custom_headcount

count__job_openings

google_profiles

get_profile_pdf_cv

get_open_to_work_status

search_companies

get_search_results

search_leads

search_posts

get_posts_reactions

get_posts_comments

get_profile_latest_post_date

detect_activity_time

search_decision_makers

lead_search_at_scale

search_jobs_v2

check_search_status

get_post_details

get_job_details

get_companys_posts

get_companies

check_company_search_status

search_companies_by_sn_url

search_jobs

get_company_insights

get_profiles_posts

get_company_by_domain

search_linkedin_school_pages_via_google

search_linkedin_company_pages_via_google

get_years_of_experience

get_recommendation_received

search_companies_instantly

get_recommendation_given

search_leads_v2

get_open_profile_status

get_extra_profile_data

技术栈

开发

Available Tools

Tool Schema Changelog

TDQS

Resources

Related MCP Connectors

Related MCP Servers

LinkedIn Scraper MCP Server

Li Data Scraper MCP Server

LinkedIn Api8 MCP Server

LinkedIn Data API MCP Server

`get_company_by_url`

`enrich_lead`

`get_company_by_id`

`find_custom_headcount`

`count__job_openings`

`google_profiles`

`get_profile_pdf_cv`

`get_open_to_work_status`

`search_companies`

`get_search_results`

`search_leads`

`search_posts`

`get_posts_reactions`

`get_posts_comments`

`get_profile_latest_post_date`

`detect_activity_time`

`search_decision_makers`

`lead_search_at_scale`

`search_jobs_v2`

`check_search_status`

`get_post_details`

`get_job_details`

`get_companys_posts`

`get_companies`

`check_company_search_status`

`search_companies_by_sn_url`

`search_jobs`

`get_company_insights`

`get_profiles_posts`

`get_company_by_domain`

`search_linkedin_school_pages_via_google`

`search_linkedin_company_pages_via_google`

`get_years_of_experience`

`get_recommendation_received`

`search_companies_instantly`

`get_recommendation_given`

`search_leads_v2`

`get_open_profile_status`

`get_extra_profile_data`