Find Your Gems Instantly
AI-native deal sourcing. Your thesis. Your portfolio. Your matches.
Works with Claude Desktop, ChatGPT*, and MCP-compatible AI tools.
*ChatGPT integration coming Q2 2026
Find fintech startups that fit my thesis and complement my portfolio
Found 3 high-match startups for your thesis:
Based on your thesis + portfolio synergy
Not Just Search. Alignment.
Traditional search finds startups by keywords. AI Discovery finds startups by how well they fit YOU.
Investor DNA
We learn your thesis, portfolio, and patterns. Every query is personalized.
Alignment Scoring
Not just search results—ranked by how well each startup fits YOU.
Smart Alerts
Get notified when a high-match startup appears. Real-time or daily digest.
AI-Native
Works with Claude, GPT, or any MCP-compatible AI assistant.
Your Investor DNA
Every investor is unique. We capture your DNA and use it to rank every startup you see.
Thesis Alignment
Sectors, stages, check size, geography, team preferences
Portfolio Fit
Synergy with existing investments, gap fill, overlap risk
Behavioral Match
Patterns from your searches, views, and passed deals
Your Profile
Alignment Score: Active
How It Works
From setup to your first match in under 10 minutes.
Connect Your AI
Add Athanor MCP to Claude Desktop, ChatGPT, or your custom AI tool.
Set Your Thesis
Define focus areas, stages, check size, and what you avoid.
Discover & Compare
Ask natural questions: "Find fintech startups that complement my portfolio"
Get Alerts
Automatically notified when matching startups are evaluated.
MCP Tools
Natural language commands for your AI assistant.
search_startups
Find startups by criteria with optional personalization
"Find AI infrastructure startups with score > 70 that fit my thesis"
get_startup
Get detailed profile, GemScore breakdown, and fit analysis
"Tell me about this startup and how it fits my portfolio"
compare_startups
Side-by-side comparison ranked by your preferences
"Compare these 3 fintech startups by my thesis"
match_to_thesis
Find best matches for your investment thesis
"What's the best match for my thesis this week?"
Frequently Asked Questions
MCP is an open protocol that lets AI assistants connect to external data sources. When you add Athanor MCP to Claude or other AI tools, they can search our startup database directly, personalized to your preferences.
Any MCP-compatible assistant. This includes Claude Desktop, and we're working on integrations for ChatGPT, Cursor, and custom enterprise AI tools.
You define your "Investor DNA": thesis (sectors, stages, check size), portfolio (existing investments), and we learn from your behavior (what you search, view, pass on). Results are ranked by alignment with all three.
Only public startups that have completed GemScore evaluation and opted to be discoverable. We don't expose private or draft submissions.
Yes. Your investor profile is encrypted and never shared with startups or other investors. It's only used to personalize your search results.
No. Your searches and views are anonymous to startups. If you want to reach out, you can do so through our marketplace or direct contact.
You save search criteria (e.g., "fintech, score > 75, seed stage"). When a new startup matches, you get notified via your AI assistant, email, or webhook.
Enterprise API is for organizations that want to evaluate startups with custom weights. AI Discovery is for individual investors who want to find and track public startups.
Have more questions?
Get in touch →Find Your Gems. Faster.
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