Give market questions
a data-backed starting point.
Connect a compatible AI client to market data tools so an answer can include a resolved instrument, retrieved values and the time those values describe.
Integration blueprint · not a live application. Neutral endpoints and account access still require validation.
Three pieces.
One useful workspace.
Developer assistants, research copilots and internal market briefing tools.
Retrieve before explaining
A data-tool result supplies the evidence for an answer.
Start with one question
Authorize a compatible client and discover its actual tools.
Make uncertainty visible
Report missing or delayed data instead of inventing a value.
From first connection
to a useful result.
Follow the flow. Open a step for implementation details.
- 01
Authorize the client
Use hosted authorization or a purpose-specific MCP JWT.
POST /api/mcp/generateImplementation notes
Use the supported hosted authorization flow or a purpose-specific MCP JWT. Keep the long-lived account API key out of the client’s shared configuration.
- 02
Discover and call a tool
Choose a tool from the server’s actual tool list.
MCP tool discovery → tool callImplementation notes
Resolve the intended symbol and inspect the server’s current tool list. Neutral tool aliases and client compatibility remain part of the new-endpoint validation.
- 03
Return evidence with the answer
Keep observations separate from interpretation.
Structured result + grounded explanationImplementation notes
Keep the successful tool result and its timestamps. Ask the model to distinguish observations, calculations and interpretation.
Try one small build.
- 01Authorize the client and discover its tools.
- 02Return one quote with currency and market time.
- 03Test an unavailable symbol and report the failure.
MCP access, token lifetime and allowance units come first.
Plan requirements
Choose a plan with MCP access and check token lifetime and allowance units. In the dated snapshot, Pro does not include MCP. Confirm the supported client and exact tools before paying for an ongoing workload.
Data & usage boundaries
MCP availability does not guarantee answer accuracy. Review model output and the underlying data, handle credential expiration, and confirm which clients and tools work with the neutral endpoint.
A few practical answers.
Does MCP replace a market data stream?
No. The MCP session transport carries client and tool messages. Use WebSocket or market-data SSE for an application that needs continuously pushed quote updates.
Are all AI clients supported?
Client configuration and authorization support differ. New-endpoint compatibility is pending validation; test authorization, discovery and one actual data-tool call with the client you intend to use.
Give your idea its first data connection.
Create or reuse your account, check the required access, and build one useful result before expanding.
Continue to our shared account console.