LinkedIn MCP Server (via HAPI)
MCP server providing LinkedIn API tools — enabling AI agents to retrieve LinkedIn profile data and publish content. Built via the HAPI MCP framework. Enables professional networking agents to read profiles, post updates, and interact with LinkedIn's professional data platform.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Professional PII data. LinkedIn ToS violations risk bans. OAuth required. GDPR for EU. Strict rate limits limit agent utility. Partner access required for most features.
⚡ Reliability
Best When
A sales, recruiting, or marketing professional wants AI agents to assist with LinkedIn activities — retrieving profiles, drafting content, or researching prospects — within LinkedIn's API terms.
Avoid When
Automated outreach or scraping at scale. LinkedIn aggressively enforces its Terms of Service and has strict API access policies. Most LinkedIn API capabilities require partner-level access.
Use Cases
- • Retrieving LinkedIn profiles and professional data from recruiting or sales agents
- • Publishing content and updates to LinkedIn from marketing automation agents
- • Building professional networking workflows with AI-assisted outreach
- • Researching company and professional data for competitive intelligence agents
Not For
- • Mass scraping or bulk profile harvesting (violates LinkedIn Terms of Service)
- • Automated connection requests without user consent
- • Non-professional social platforms (LinkedIn-specific)
Interface
Authentication
LinkedIn OAuth 2.0. Most LinkedIn API capabilities require LinkedIn Partner Program access. Basic profile read and post create available with standard OAuth.
Pricing
MCP server free open source. LinkedIn API access requires app approval. Many features gated behind LinkedIn Partnership tier.
Agent Metadata
Known Gotchas
- ⚠ PRIVACY: LinkedIn profile data is personal professional information — handle with care
- ⚠ LinkedIn TOS strictly limits automated scraping and mass outreach — violations lead to account bans
- ⚠ Most useful LinkedIn APIs require partner-level access not available to standard developers
- ⚠ Rate limits are very restrictive (100 calls/day basic) — multi-user agents will exhaust quickly
- ⚠ HAPI framework implementation — validate against current LinkedIn API version
Alternatives
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Scores are editorial opinions as of 2026-03-07.