A-Share Data for Personal Agents
Today, Grok Bot, Muse, Dots and Duet can do real work, but they do not understand A-shares by default. Connect ashareapi over MCP and ask for quotes, financials and K-lines from a personal agent on your phone.
Bottom line: all five connect, through different entries
Today and Grok Bot add a custom MCP directly in the client; Muse uses a custom connector; Dots uses a ChatGPT connector; Duet uses a Claude connector. All five use the same endpoint https://api.ashareapi.com/mcp with Authorization: Bearer <ashareapi Key>.
What is a personal agent?
A personal agent is an AI Agent that keeps context, connects to external apps and executes multi-step work. Unlike a chatbot, it calls tools, browses, handles files and keeps working after you leave.
Examples: Today, Grok Bot, Meta Muse, OpenAI Dots and Claude Duet. They are built to finish work, not to add another chat window.
Personal agents are hot; A-share data is not connected
In late 2026, Grok Bot (August), Meta Muse (September), OpenAI Dots (September) and Claude Duet (October) launched in quick succession. They can read email, schedule work, browse and run multi-step tasks, but none of them understands A-share data by default.
That is an interface problem, not a model problem: the agent needs a tool for quotes, financials and K-lines. MCP is that interface.
Which personal agents support MCP
| Client | Entry | Auth | Status |
|---|---|---|---|
| Today | Settings → Connected apps → Add custom MCP | Bearer Token | ✅ Verified |
| Grok Bot | Connect apps → custom remote MCP | Bearer Header | ✅ Documented |
| Muse | Settings → Connectors → ask Muse to create a Custom Connector | Bearer / OAuth | ✅ Official Custom Connector |
| Dots | Add MCP in ChatGPT connectors/plugins first | ChatGPT connector | ⚠️ Inherits ChatGPT |
| Duet | Add MCP in Claude connectors first | Claude connector | ⚠️ Inherits Claude |
Only Today and Grok Bot add MCP directly inside the client. Muse uses a custom connector; Dots and Duet use ChatGPT and Claude respectively.
One configuration
URL: https://api.ashareapi.com/mcp
Transport: Streamable HTTP
Auth: Authorization: Bearer <ashareapi Key>- Public HTTPS required; localhost is not supported
- Paste only the key in a Bearer field
- Use a separate read-only key for each agent
- Use
?key=only when the client cannot set headers
What you can ask
The agent understands the request and organizes the answer; ashareapi supplies the data. Every number should trace back to an API field, not model memory.
Get the latest quote for sh600519
Get 600519 revenue for 2026Q3
Show the last 30 daily K-lines for 600519
Top 10 limit-up names by turnover todayWhich tier: upgrade by workload
| Tier | Price | Quota | Best for personal agents |
|---|---|---|---|
| Trial | ¥9.9 one-time | 10k calls · 30 req/min · 24 endpoints | Financials, dividends, sectors; light research |
| Standard | ¥29.9 one-time | 100k calls · 120 req/min · 46 endpoints | Daily research, notices, fund flow and more |
| Pro | ¥99 one-time | 500k calls · 300 req/min · 80 endpoints | Screening, batch financials, agent research |
| Institutional | ¥199/month | 100k/day · 600 req/min · 96 endpoints | Teams, multiple IPs, institutional research |
¥9.9 Trial · ¥29.9 Standard · ¥99 Pro · Institutional · Full pricing
FAQ
A persistent AI Agent that connects apps and executes multi-step work, such as Today, Grok Bot, Muse, Dots and Duet.
No. MCP is the connection protocol; you need your own Today / Grok / Muse / ChatGPT / Claude account. We provide the data and MCP service.
Use the one you already have; if none, Today is the most direct starting point.
No. We provide read-only data and research tools, not brokerage access, auto-trading or return promises.
Last updated: 2026-10-31
Launch timing and entry points follow public docs: Grok Bot (August), Meta Muse (September 8), OpenAI Dots (September 29), Claude Duet (October 21), 2026; MCP URL and Bearer auth follow the live ashareapi endpoint.