AI Summaries · Key Metrics · MCP

AI earnings call analysis, minutes after the call.

Every S&P 500 call gets an AI summary with key metrics and topic sentiment within the hour. Pull them via API, ask Claude through MCP, or read them free on the site.

  • AI summaries with key takeaways, metrics and topic-level sentiment
  • Generated within the hour for S&P 500 calls - no waiting for analyst notes
  • Query them via REST API, MCP tools, or read free on each transcript page
  • Combine with full-text search to screen for themes across the whole market
earnings_mcp.sh bash
# Connect Claude Code to the earnings archive - one command
claude mcp add --transport http earningscalls \
  https://earningscalls.dev/u/<your-token>/mcp

# Claude Desktop: Settings -> Developer -> Edit Config
{
  "mcpServers": {
    "earningscalls": {
      "url": "https://earningscalls.dev/u/<your-token>/mcp"
    }
  }
}

# Then just ask:
# > What did NVIDIA say about data center demand last quarter?
Since 2020
5+ years deep - new calls live within minutes of the call
251,000+
Earnings call transcripts, speaker-tagged & searchable
12,000+
Companies across 70 countries & all 11 GICS sectors

From raw call to analysis in minutes

Use the MCP connector for zero-code access from Claude, or hit the REST API directly inside your own agents and pipelines.

01

Claude via MCP

Generate a personal, revocable connector URL from your dashboard, paste it into Claude Desktop or claude.ai, and query earnings data in plain English. 13 tools — search, speakers, summaries, ticker aggregates. Beta.

POST /u/<token>/mcp
02

RAG-ready speaker chunks

Every transcript pre-split by speaker with role tags. Segments map 1:1 to embedding chunks — no recursive splitters, no overlap heuristics. Ticker, sector, role, and date ship with every chunk.

GET /api/v1/speakers/:id
03

Full-text retrieval

Google-style operators in the q param — exact phrase, AND / OR, negation. Filter by ticker, sector, country, or date before you embed a single token.

GET /api/v1/search?q=…
04

Incremental polling

Cursor-based since / after_id pagination. Idempotent and re-runnable — pick up new calls without duplicates and keep your vector store fresh as the corpus grows daily.

GET /api/v1/transcripts/recent

Run a real live query.

Change the ticker, click Run, see the actual response.

Select a test phrase
GET /api/v1/search?q=agentic AI&type=speakers&speaker_type=Executive&ticker=NVDA&limit=5
API online · ~45ms
API Pricing

Honest Pricing. No Surprises.

Read for free. Automate when you're ready. Cancel anytime.

Pro
$ 24.99 /month

Full access for builders and traders

  • ✓ Read earning call transcripts
  • ✓ 5,000 requests/month
  • ✓ Personal use - up to 50 MAU
  • ✓ Full transcript text
  • ✓ Speaker segments & roles
  • ✓ Full-text search
  • ✓ All endpoints unlocked
  • ✓ 20 requests/minute
  • ✓ Email support
  • ✓ Instant API key after checkout
Enterprise
$ 299 /month

High-volume production workloads

  • ✓ Read earning call transcripts
  • ✓ 100,000 requests/month
  • ✓ Commercial use - up to 10,000 MAU
  • ✓ Everything in Ultra
  • ✓ 120 requests/minute
  • ✓ Dedicated support channel
  • ✓ Custom integrations
  • ✓ Bulk data export
  • ✓ Compliance documentation
  • ✓ Priority feature requests

AI earnings call analysis - common questions

MCP setup, RAG chunks, retrieval, and coverage.

What does an AI call summary contain?

Key takeaways, main topics with per-topic sentiment, reported metrics (revenue, EPS, guidance) and a conclusion - structured JSON via the API, prose on the website, and tools via MCP.

How fast are summaries available?

S&P 500 calls are summarized within the hour of the transcript landing; transcripts themselves arrive within minutes of the call ending.

Can I run my own models on the transcripts instead?

Yes - most customers do both: use our summaries for triage and pull full transcripts (speaker-segmented, RAG-ready) into their own LLM pipeline via the API. Our guide to analyzing earnings calls automatically walks through the setup; for the manual baseline, see how to read a transcript like a pro.

Which companies get AI summaries?

Currently the S&P 500 plus a historical backlog; the transcript archive itself covers 12,000+ companies across 70 countries. Coverage expands over time.

Testimonials

Trusted by analysts and research teams.

What research professionals say about the data and the API.

“Excellent service. Comprehensive coverage of the sectors I wanted and the API is very easy to work with. Highly recommend.”
Jim Analyst at Telemetry Research
“Transcripts are accurate, and the API is very user friendly.”
Subash Analyst at inve.money
“Connecting Claude through MCP to analyze earnings transcripts has never been easier.”
Lee Analyst at Retail Insider
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