Build your entire LinkedIn pipeline in an afternoon
Stop duct-taping middleware. Crispy gives you one API, 166 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 166 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, 166 tools. Prospecting, outreach, content, and analytics in a single server.
How it works
From setup to results in 5 steps.
Connect your LinkedIn profile
Connect your LinkedIn from the Crispy dashboard. Your profile is linked in 30 seconds.
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”
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”
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”
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
Search LinkedIn's people directory by keyword, job title, company, location, and industry, returning up to 25 results per call with a provider ID for each match. When Sales Navigator filters like seniority level or company headcount are supplied, the search auto-routes to Sales Navigator and unlocks advanced criteria such as years of experience, function, school, and recently-changed-jobs. You can also paste a LinkedIn or Sales Navigator search URL to run it directly. Returns an empty array when nothing matches.
search_people
Get LinkedIn Profile
Retrieve a LinkedIn profile by provider_id, public slug, or full URL, or omit the identifier to fetch your own profile. Auto-selects Sales Navigator when available, lets you request only the sections you need for lighter responses, and can optionally trigger a profile-view notification to the person. Subject to a 250-per-day view limit.
get_profile
Send LinkedIn Invitation
Send a LinkedIn connection invitation to a person identified by provider ID, profile slug, or full URL. You can attach a personal note of up to 300 characters, which meaningfully increases acceptance rates, and optionally attribute the action to a campaign for tracking. The tool enforces a 15-per-day safety limit and fails cleanly if you are already connected or an invitation is already pending.
send_invitation
Send LinkedIn Message
Send a LinkedIn message to an existing conversation using its chat_id, or start a brand new conversation using the recipient's provider_id. Supports text up to 8000 characters, file and image attachments, and native voice notes up to 5MB that render as a playable waveform in the recipient's inbox. A built-in safety limit of 150 per day protects your account, and you can attribute the action to a campaign. Fails if neither chat_id nor provider_id is supplied.
send_message
Create or Update Campaign
Creates a new campaign or updates an existing one in a single call. Omit campaign_id to create (requires name, kind, and either a list_id or inline contacts) or provide it to update. Choose acquisition for invite-based outreach to new first-degrees or relationship for DM-only outreach to existing connections, with a URL-safe slug auto-derived from the name.
upsert_campaign
Get Campaign Variant Stats
Returns per-variant statistics for a campaign, broken down by step and arm, including sent, accepted, replied, positive_replied, and positive_reply_rate. A positive reply is counted when a contact carries an auto:interested or auto:wants_meeting tag, giving you a clear read on which message variants actually convert. Returns empty when nothing is enrolled in the campaign.
get_variant_stats
Example prompts
Copy these into Claude, Cursor, or any MCP client to get started.
“Search LinkedIn for Head of Growth at fintech startups with 50-200 employees. Save the results with their company and title.”
“For each prospect, read their last 3 posts and draft a connection request that references something specific they wrote.”
“Create a campaign that sends connection requests to my prospect list, then follows up with a message 3 days after acceptance.”
“Pull my campaign stats for the last 30 days and identify which message templates have the highest reply rate.”
Related features
Dive deeper into the feature categories that matter most for your workflow.
Prospecting & Search
Describe who you want to reach and Crispy finds them: by title, company, industry, location, or what they post about. Build targeted lead lists, research prospects, and surface decision-makers, all from your AI chat. If you have advanced search access, Crispy uses every filter it offers, automatically.
11 tools
Outreach & Messaging
Send personalized messages, organize your inbox with labels and split views, snooze conversations for follow-up, schedule messages, and smart-archive stale threads. Full inbox management through your AI assistant or API.
14 tools
Full API access at $49/seat/month
One plan, everything included. All tools, all features. No hidden costs.
Most tools give you a workflow builder. Crispy gives your AI agent 166 LinkedIn tools it can reason with.
View pricingFrequently 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 166 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 traditional automation tools?
Traditional tools were designed for humans running playbooks in a UI. Crispy is infrastructure for AI agents, 175 tools your AI calls directly, with the reasoning and adaptability that fixed automation sequences can never have.
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?
By default, Crispy uses managed storage for contacts and activity data, which powers Unibox and campaigns. You can export or delete your data anytime, with no lock-in. GDPR friendly by design. For specific data residency requirements, enterprise deployment options are available, talk to us.
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Connect your first LinkedIn profile in under 5 minutes. Every tool, every seat, no feature gates. Safe limits, warm-up, and full permission control built in.