LinkedIn MCP Server

Instructions

Implementation Reference

• linkedin_mcp_server/tools/person.py:28-108 (handler)

  The handler function decorated with @mcp.tool() that implements the core logic for retrieving and structuring a LinkedIn person's profile data, including experiences, education, interests, accomplishments, and contacts.
  @mcp.tool() async def get_person_profile(linkedin_username: str) -> Dict[str, Any]: """ Get a specific person's LinkedIn profile. Args: linkedin_username (str): LinkedIn username (e.g., "stickerdaniel", "anistji") Returns: Dict[str, Any]: Structured data from the person's profile """ try: # Construct clean LinkedIn URL from username linkedin_url = f"https://www.linkedin.com/in/{linkedin_username}/" driver = safe_get_driver() logger.info(f"Scraping profile: {linkedin_url}") person = Person(linkedin_url, driver=driver, close_on_complete=False) # Convert experiences to structured dictionaries experiences: List[Dict[str, Any]] = [ { "position_title": exp.position_title, "company": exp.institution_name, "from_date": exp.from_date, "to_date": exp.to_date, "duration": exp.duration, "location": exp.location, "description": exp.description, } for exp in person.experiences ] # Convert educations to structured dictionaries educations: List[Dict[str, Any]] = [ { "institution": edu.institution_name, "degree": edu.degree, "from_date": edu.from_date, "to_date": edu.to_date, "description": edu.description, } for edu in person.educations ] # Convert interests to list of titles interests: List[str] = [interest.title for interest in person.interests] # Convert accomplishments to structured dictionaries accomplishments: List[Dict[str, str]] = [ {"category": acc.category, "title": acc.title} for acc in person.accomplishments ] # Convert contacts to structured dictionaries contacts: List[Dict[str, str]] = [ { "name": contact.name, "occupation": contact.occupation, "url": contact.url, } for contact in person.contacts ] # Return the complete profile data return { "name": person.name, "about": person.about, "experiences": experiences, "educations": educations, "interests": interests, "accomplishments": accomplishments, "contacts": contacts, "company": person.company, "job_title": person.job_title, "open_to_work": getattr(person, "open_to_work", False), } except Exception as e: return handle_tool_error(e, "get_person_profile")
• linkedin_mcp_server/server.py:27-27 (registration)

  Registers the person tools (including get_person_profile) by calling register_person_tools on the MCP server instance.
  register_person_tools(mcp)
• linkedin_mcp_server/tools/person.py:20-27 (registration)

  The registration function that defines and registers the get_person_profile tool using the @mcp.tool() decorator on the MCP instance.
  def register_person_tools(mcp: FastMCP) -> None: """ Register all person-related tools with the MCP server. Args: mcp (FastMCP): The MCP server instance """