AmygdalavsTavily

Authority-ranked experts
vs general web search

Which fits your AI stack?

Tavily retrieves web pages for RAG. Amygdala tells you who the verified authorities on a topic actually are, ranked by real expertise signals, not SEO. Different tools, different jobs. Here's how they compare.

FeatureAmygdalaTavily
What it returnsAuthority-ranked expert profiles (JSON)Web pages, snippets, URLs
Search typeSemantic expert and authority searchGeneral web search
Authority scoring✓ Built-in authority ranking✗ Not available
Infrastructure100% EU (Hetzner, Mistral, Weaviate)Acquired by Nebius (Feb 2026), EU-based
GDPR compliance✓ Full, no US data transfers⚠ Depends on Nebius DPA
MCP support✓ 4 native tools✗ No official MCP server
REST API✓ 4 endpoints✓ 4 endpoints (Search, Extract, Map, Crawl)
Free tier$50 starter credits1,000 free credits/month
Pricing$25/1K searches$8/1K basic searches ($0.008/credit)

Why developers switch from Tavily

Three things Tavily can't do.

Authority, not links

Tavily returns web pages and snippets. Amygdala returns ranked human experts with verified authority scores, social profiles, and structured bios, ready to inject into your LLM context.

EU-native infrastructure

Tavily was acquired by Nebius in February 2026. Amygdala runs entirely on European infrastructure: Hetzner (Finland/Germany), Mistral AI (Paris), Weaviate (Amsterdam). Zero US data transfers.

MCP-ready out of the box

Native Model Context Protocol support with 4 tools: search_authorities, get_authority_detail, find_peers, match. Works with Claude Desktop, Cursor, and any MCP-compatible agent today.

API comparison

Same question. Different answers.

Ask both APIs "who are the top AI safety experts?" and see what you actually get back.

Tavily: web search API
Request
curl -X POST "https://api.tavily.com/search" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "top experts on AI safety",
    "api_key": "tvly-...",
    "max_results": 5
  }'
Response
{
  "query": "top experts on AI safety",
  "results": [
    {
      "title": "The 10 Most Important AI Safety Researchers",
      "url": "https://somesite.com/ai-safety-researchers",
      "content": "A roundup article listing various researchers...",
      "score": 0.82
    },
    {
      "title": "AI Safety Forum — Recent Posts",
      "url": "https://forum.effectivealtruism.org/...",
      "content": "Discussion thread with multiple contributors...",
      "score": 0.74
    }
  ]
}
Result: You got a roundup article URL and a forum thread. You still have to parse prose to identify any actual experts. No verified identities, no authority ranks, no social profiles.
Amygdala: authority index API
Request
curl "https://api.amygdala.eu/api/v1/index/?query=AI+safety&limit=5" \
  -H "Authorization: Bearer amyg_..."
Response: ranked experts
{
  "duration": 0.084,
  "results": [
    {
      "sdu": "2941...207",
      "name": "Stuart Russell",
      "rank": 1,
      "country_name": "United States",
      "topic": "AI Safety"
    },
    {
      "sdu": "1839...561",
      "name": "Paul Christiano",
      "rank": 2,
      "country_name": "United States",
      "topic": "AI Safety"
    }
  ]
}
Enrich with /detail/
# /detail/ gives you the full verified profile:
{
  "results": [{
    "name": "Stuart Russell",
    "bio": "Professor at UC Berkeley. Pioneer of AI safety, co-author of the standard AI textbook.",
    "country": "United States",
    "topics": ["AI Safety", "Machine Learning"],
    "socials": {
      "twitter":  { "handle": "@stuartjrussell", "followers": 52400 },
      "linkedin": { "handle": "stuart-russell-ai",  "followers": 18200 }
    },
    "website": "https://people.eecs.berkeley.edu/~russell/"
  }]
}
Result: Stuart Russell at rank 1, with his bio, verified Twitter/LinkedIn handles, follower counts, and a link to his academic page. Structured, deduplicated, LLM-ready.

Pricing comparison

What you pay for.

Tavily
$8/1K basic searches

$0.008 per credit. 1 basic search = 1 credit. 1,000 free credits/month included.

Returns web pages and snippets. No expert verification, no authority ranking.

Amygdala
$25/1K searches

$50 in free credits on signup. No credit card required.

Returns authority-ranked expert profiles with verified social handles, bios, and peer networks included.

Start free

When to use which

Different tools for different jobs.

Use Tavily when you need:
  • Web page retrieval and document search
  • Up-to-date news and current events
  • Content from specific URLs or domains
  • General open-web research in your RAG pipeline
Use Amygdala when you need:
  • Verified expert identities ranked by authority
  • Source credibility scoring for your RAG pipeline
  • Verified social handles and follower counts
  • GDPR-compliant expert data for EU products
  • Expert attribution for AI-generated content
  • Peer network and influence mapping
  • MCP tools for Claude, Cursor, and AI agents

Tip: They complement each other. Use Tavily to retrieve documents, Amygdala to verify and rank the authors. Your LLM gets sources with credibility scores attached. Learn how to combine them in a RAG pipeline →

Start with $50 in free credits

No credit card required. Full API access from day one.