Person Enrich MCP server
The accountless LinkedIn data primitive for agents.
Person Enrich by LeadShark is the LinkedIn enrichment primitive under Apex — without the workflow layer. Live person data, company firmographics, lead-magnet discovery, post engagers, recent profile posts, and balance checks over Streamable HTTP. Accountless: lookups never touch anyone's LinkedIn login. Use it to source and qualify; hand activation to Apex.
Who it’s for: Agent builders and GTM teams who need LinkedIn source/qualify data before activation — then hand qualified leads to Apex or their own workflow.
Remote MCP server (Streamable HTTP) — api key.
Copy-paste these into your agent once Person Enrich is connected. Each drives real tools — swap the placeholders in braces for your own.
Pull profile_posts for linkedin.com/in/{slug}, enrich_person without email, and draft a 2-sentence opener grounded in their latest posts — not a generic bio.
discover_lead_magnets for '{niche}' (limit 3). Pick the strongest post, get_engagers, then enrich_person on the top 10 profile URLs (no email yet).
enrich_company on linkedin.com/company/{slug} and summarize employee range, industry, website, and whether it fits our ICP.
Call get_balance first. If we have headroom, enrich_person with include_email:true for this profile and poll until email_status is found or failed.
The real tool surface, each labeled by risk. Full trust breakdown on the server page · safety review: Is Person Enrich MCP safe?.
| Tool | Risk |
|---|---|
| discover_lead_magnets Find LinkedIn lead-magnet posts for a niche — the posts already pulling comment-for-resource demand, so you can see what is working before you write anything. Returns post URL, author, available image URLs, snippet, engagement and freshness. Costs 1 credit per RESULT RETURNED; an empty result set or a provider error costs nothing. limit defaults to 10, capped at 25, so one call can never spend more than 25 credits. | read |
| enrich_company One company page in, account data out. Pass a LinkedIn Company Page URL or slug; returns firmographics such as name, description, industry, website, employee count/range, follower count, founded date, organization type and locations. Costs 1 credit on a verified find — misses and cache hits are free. | read |
| enrich_person One person in, everything out. Pass a LinkedIn profile URL or slug; returns the structured person (name, headline, company, location) with freshness stamps. Costs 1 credit on a verified find — misses and cache hits are free. include_email:true additionally runs the email waterfall (+10 credits, charged only when verified; async — poll again for email_status:"found"). | read |
| get_balance Your remaining Person Enrich credits and the price list (profile 1cr, company 1cr, work email +10cr, discovery/profile posts 1cr per returned item, engagers 1cr per block, misses & cache hits 0). | read |
| get_engagers Turn any LinkedIn post into a warm lead list. Pass a post URL; returns everyone who COMMENTED or REACTED, deduped to one row per person with their signals, name, headline, available image URL and profile URL — a qualifiable lead out of the box. Costs 1 credit per 25 people returned; an empty post or a provider error costs nothing. Feed the returned profile_url values to enrich_person when you want full profiles or verified emails. | read |
| profile_posts Pull recent posts from a LinkedIn profile so an agent can reason from current public content before enriching or writing outreach. Pass a profile URL or slug; returns recent post text/URLs where available. Costs 1 credit per post returned; empty result sets or provider errors cost nothing. limit defaults to 10, capped at 25. | read |
The write/destructive access this server can exercise, from its verified tools.
What is Person Enrich MCP?
Person Enrich by LeadShark is the LinkedIn enrichment primitive under Apex — without the workflow layer. Live person data, company firmographics, lead-magnet discovery, post engagers, recent profile posts, and balance checks over Streamable HTTP. Accountless: lookups never touch anyone's LinkedIn login. Use it to source and qualify; hand activation to Apex.
Who is Person Enrich for?
Agent builders and GTM teams who need LinkedIn source/qualify data before activation — then hand qualified leads to Apex or their own workflow.
What tools does Person Enrich expose?
Person Enrich exposes 6 verified tools, including discover_lead_magnets, enrich_company, enrich_person, get_balance, get_engagers, profile_posts. Each is labeled by read / write / destructive risk on this page.
How do I connect Person Enrich to my agent?
Person Enrich is a remote MCP server at https://www.personenrich.com/api/mcp. Add it in Claude, Cursor, or any MCP client — for example: claude mcp add --transport http personenrich https://www.personenrich.com/api/mcp --header "Authorization: Bearer ${PERSONENRICH_API_KEY}".
Does Person Enrich require authentication?
Yes — Person Enrich authenticates with API key. You connect your own account, and it acts only within the scopes you grant.
How much does Person Enrich cost?
Credits · ~$0.01/cr · misses free. See the full pricing breakdown on the Person Enrich pricing page.
Is Person Enrich verified on MCPExplorer?
Yes — Person Enrich is hand-checked and featured on MCPExplorer. We pull its real tool surface, required scopes, and risk labels from the live index so you can see exactly what it does before connecting.
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Set up Person Enrich and put it to work — Credits · ~$0.01/cr · misses free. Or see its full verified profile.