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SiftingIO

siftingio-mcp

Official

Last trade

last_trade
Read-only

Retrieve the live trade price and size for any symbol from uncached market data. Provides instant snapshot for stocks, crypto, forex, and DEX venues.

Instructions

Latest trade snapshot (price and size) for a symbol on a venue, read straight from the live engine and never cached. For the best bid/ask instead use last_quote; for historical bars use stocks_bars / crypto_bars / forex_bars. Returns structuredContent alongside the text.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
venueYesLive-data venue: stocks, crypto, forex, dex.
symbolYesSymbol, e.g. BTCUSD, AAPL, EURUSD.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
PYesLast trade size.
pYesLast trade price.
sYesSymbol, normalized to the venue's canonical form.
tYesTimestamp, Unix epoch milliseconds.
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond annotations (readOnlyHint, openWorldHint), the description specifies 'read straight from the live engine and never cached' and 'Returns structuredContent alongside the text', adding valuable behavioral context about freshness and return format.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three concise sentences, each adding essential information: core purpose, distinction from siblings, and return type. No redundant words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simple tool (2 params, output schema exists, annotations present), the description covers purpose, freshness, alternatives, and return format completely.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% with both parameters having clear descriptions. The description does not add additional meaning beyond what the schema provides for parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it returns the latest trade snapshot (price and size) for a symbol on a venue, distinguishing it from sibling tools like last_quote (best bid/ask) and historical bars endpoints.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly tells when to use this tool (for latest trade) and when not to (for best bid/ask use last_quote, for historical bars use stocks_bars/crypto_bars/forex_bars), with alternative tools named.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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