GTM Engineer

Build your entire LinkedIn pipeline in an afternoon

Stop duct-taping middleware. Crispy gives you one API — 43 LinkedIn tools, MCP-native — so you can wire search, connect, message, and track into Claude Code, n8n, or any stack.

Challenges you know too well

Sound familiar? Here's how Crispy solves each one.

Middleware duct-taping

You're chaining Zapier, PhantomBuster, and custom scripts just to get a prospect list into your CRM.

Solution: One MCP server with 43 tools. Call search_people, get_profile, send_invitation in sequence — no middleware needed.

CSV export hell

Every LinkedIn tool exports to CSV. You spend hours cleaning, deduping, and importing data between systems.

Solution: Crispy returns structured JSON. Pipe it directly into your database, CRM, or next API call.

No programmatic access

LinkedIn's official API is locked behind partnership approvals that take months and cost thousands.

Solution: Crispy uses your own LinkedIn session. No partnership needed. Get API access in 5 minutes.

Rate limit anxiety

You have no idea how many requests you can make before hitting limits or risking your account.

Solution: Built-in safety limits mirror LinkedIn's own thresholds. The safety calculator shows exactly what's safe.

Tool sprawl

Separate subscriptions for search, outreach, analytics, and content. Each with its own auth and billing.

Solution: One subscription, one API key, 43 tools. Prospecting, outreach, content, and analytics in a single server.

How it works

From setup to results in 5 steps.

1

Connect your LinkedIn profile

Install the Chrome extension or paste your session cookie. Your profile is linked in 30 seconds.

2

Search and filter prospects

Use search_people with keywords, location, industry, and company filters to build your target list.

Example prompt

Search for VP of Engineering at Series B SaaS companies in the Bay Area

3

Enrich and qualify

Pull full profiles with get_profile. Extract company info, recent posts, and mutual connections for personalization.

Example prompt

Get the full profile for each result and summarize their recent activity

4

Automate outreach

Send connection requests with personalized notes, then follow up with messages — all via API or natural language.

Example prompt

Send a connection request mentioning their recent post about AI infrastructure

5

Track and iterate

Monitor campaign stats, acceptance rates, and response rates. Adjust messaging based on data.

Example prompt

Show me the acceptance rate for my last campaign and suggest improvements

Key tools for gtm engineers

Each tool is available as an MCP tool for AI agents or as a REST API endpoint.

Search LinkedIn People

Read

Search LinkedIn's full people directory by keyword, job title, company, location, industry, and more. When a Sales Navigator subscription is detected, advanced filters like seniority level, years of experience, and recent job changes are automatically available. Results include name, headline, profile URL, and connection degree.

search_people

View LinkedIn Profile

Read

View a LinkedIn profile by URL or public identifier. Returns full profile data including experience, education, skills, headline, summary, and connection status. When Sales Navigator is available, provides richer data: full names for 3rd+ degree connections, contact info (emails/phones), shared connections count, and lead flags.

get_profile

Send Connection Request

Write

Send a LinkedIn connection request to someone. Optionally include a personal message (max 300 characters) to increase acceptance rates. Automatically resolves profile URLs and slugs to provider IDs. Supports campaign tagging for tracking outbound connection activity.

send_invitation

Send Message

Write

Send a message in an existing LinkedIn conversation. Requires the chat_id from list_conversations. Supports campaign tagging for tracking outbound activity. Use start_conversation instead to message someone you haven't chatted with yet.

send_message

Create Campaign

Write

Create a new campaign for tracking outbound LinkedIn actions. Campaign IDs are user-defined slugs (e.g. 'q1-fintech-outreach'). Once created, tag any send_message, send_invitation, create_post, or other action with the campaign_id to track performance.

create_campaign

Get Campaign Stats

Read

Get detailed campaign performance stats: action counts by tool type, daily breakdown of activity, and per-account breakdown for multi-account setups. Supports a configurable lookback window for time-bounded reporting.

get_campaign_stats

Example prompts

Copy these into Claude, Cursor, or any MCP client to get started.

Build a prospect list

Search LinkedIn for Head of Growth at fintech startups with 50-200 employees. Save the results with their company and title.

Personalized outreach

For each prospect, read their last 3 posts and draft a connection request that references something specific they wrote.

Pipeline automation

Create a campaign that sends connection requests to my prospect list, then follows up with a message 3 days after acceptance.

Performance analysis

Pull my campaign stats for the last 30 days and identify which message templates have the highest reply rate.

Full API access from €19/month

Pro plan gives you 500 API calls/day — enough for most GTM workflows. No per-seat pricing, no hidden costs.

PhantomBuster starts at €69/mo for 5 slots. Crispy gives you 43 tools for €19/mo.

View pricing

Frequently Asked Questions

Can I use Crispy with n8n or Make?

Yes. Crispy exposes a REST API alongside the MCP server. You can call any of the 43 endpoints from n8n, Make, Zapier, or any HTTP client.

Do I need LinkedIn Sales Navigator?

No. Crispy works with a free LinkedIn account. Sales Navigator expands search filters but isn't required.

How does Crispy compare to PhantomBuster?

PhantomBuster uses browser automation with separate "phantoms" per action. Crispy is a native API — faster, more reliable, and 70-85% cheaper.

Will my LinkedIn account get restricted?

Crispy enforces safety limits that mirror LinkedIn's own thresholds. Use our safety calculator to see exactly what's safe for your account age.

Does Crispy store my LinkedIn data?

No. Crispy is stateless by design — your data flows through but is never stored. GDPR compliance by architecture.

Stop paying €99/seat for tools that don’t talk to AI

Connect your first LinkedIn profile in under 5 minutes. All 43 tools from €19/mo.