Research Agent · CLI + MCPnew

Give your AI
a research desk.

One prompt plugs EchoPai into Claude, Workbuddy — any AI that speaks MCP. Real-time A-share quotes, broker views, concept analysis, money flows, limit-up recaps, full-text research: 40+ tools your agent calls mid-conversation, every answer with sources.

Works with Claude Code Workbuddy any MCP client 40+ tools
// research agent

The work it does for you.

Not a chatbot with opinions — an agent with data. Every claim traces back to a tool call.

❯ What's the mood — and what's leading?

Scan the tape

Sentiment cycle, leading theme, who's driving it — institutions or hot money. One question, a grounded read of the whole session.

sentiment_overviewmarket_movershot
❯ Why is Cambricon up today?

Research a stock

Why it moved, who wrote about it, what the filings say. Quotes, news, broker views and announcements, joined in seconds.

quotenewsviewsannouncements
❯ Read this morning's compute research for me

Digest the research

Full-text sell-side reports and analyst views, searchable and attributable — your agent reads the 40 pages so you read four lines.

reportsearchdigest
❯ How did yesterday's ladder hold up?

Recap the limit-ups

Pool, streaks, promotion rate, attribution — yesterday's board reconstructed with numbers, not narratives.

limit_up_poollimit_up_analysislimit_up_history
01Copy the prompt from app.echopai.com/agent
02Paste it to your AI — it installs and authenticates itself
03Ask about the market. Answers come with sources.
Event-driven · Quantitative · Est. 2022

The market is the echo
of events.

Behind the agent sits the firm: data, models, and systems that translate market events into decisions that hold up under scrutiny — surfaced live in the EchoPai terminal.

Markets A-shares HKsoon USsoon <1s ingestion
// methodology

Three layers, one firm.

Event processing, end to end. From ingestion to decisions.

01Sense

Ingest every signal.

A global ingestion network reaching every corner where events are born — exchanges, newswires, broker research, social platforms, corporate disclosures.

Sina · TDXBloombergSEC EDGARTwitterXueqiu
02Decode

Turn noise into signal.

Models and human research collapse unstructured events into structured, testable, attributable signals — at the analyst, ticker, and event level.

NLPattributionsurvival analysisbacktest
03Act

Decide, with discipline.

Disciplined strategies running on infrastructure that fails quietly and recovers fast — so signals survive the journey from research to production.

ClickHouseRustmulti-regionp99 < 200ms
5,800+
instruments covered
3
redundant feeds
<1s
ingestion latency p50
24/5
global coverage

Milliseconds are the minimum respect we pay to an event.

— EchoPai engineering principle

An event-intelligence workspace for professional individual investors. Research notes, social heat, corporate actions, and market data — surfaced in one stream, with attribution and historical context.

Visit the terminal