Documentation Introduction
Introduction
Spectre LinkedIn MCP connects your LLM directly to real-time LinkedIn data—so agents can research professionals, analyze companies, and discover jobs without manual searching.
Built for agent context. Output is cleaned, structured, and sized for useful LLM context.
Core features
Real-time data
Live provider scrapes, not a stale database snapshot.
Clean output
Junk is removed, text is truncated for tokens, and results are formatted for AI readability.
Cost efficient
A hybrid of Apify and Bright Data maximizes free-tier credits and coverage.
Cleaning pipeline
Every response passes through an adapter for its provider, an allowlist that retains useful fields, and an HTML stripper that converts noisy pages into concise agent context.
CONTENT IN PROGRESSMore implementation details are coming here.
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