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netanelavr

Trading MCP Server

by netanelavr

analyze_insider_activity

Monitors insider transactions and analyzes sentiment to evaluate buying or selling patterns, providing confidence scores and insights for identifying strong insider support or potential red flags.

Instructions

Comprehensive insider trading analysis tool that monitors recent transactions and analyzes sentiment patterns. Retrieves buy/sell activity by executives, directors, and major shareholders, then evaluates trading patterns to determine overall insider confidence (bullish, bearish, neutral). Returns detailed transaction history with sentiment analysis, confidence scores, and key insights about insider motivation. Essential for identifying stocks with strong insider support or potential red flags.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tickerYesStock ticker symbol
limitNoMaximum number of transactions to return for display
transaction_typesNoFilter by transaction types (buy, sell, etc.)
analysis_periodNoAnalysis period in days for sentiment calculation
min_transaction_valueNoMinimum transaction value to include in sentiment analysis
Behavior3/5

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

With no annotations provided, the description carries the full burden. It discloses returns (transaction history, sentiment, confidence scores) but lacks details on data freshness, sources, or rate limits. The behavioral info is adequate but not exhaustive.

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?

The description is four sentences, each serving a distinct purpose: scope, functionality, output, and usage. No redundancy or fluff, making it concise and well-structured.

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

Completeness4/5

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

Despite no output schema, the description outlines return values (transaction history, sentiment, confidence scores). It does not cover pagination or error handling, but given the tool's complexity, it provides sufficient context for effective use.

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 coverage is 100% with descriptions for all 5 parameters. The description adds general context (e.g., 'buy/sell activity') but does not enhance parameter semantics beyond the schema, so baseline 3 is appropriate.

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 specifies the tool's purpose: comprehensive insider trading analysis including transaction monitoring and sentiment evaluation. It distinguishes itself from sibling tools (e.g., news, Reddit sentiment) by focusing specifically on insider activity, making selection unambiguous.

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

Usage Guidelines4/5

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

The description states the tool is 'essential for identifying stocks with strong insider support or potential red flags,' providing clear context for use. However, it does not explicitly exclude scenarios or mention alternatives, so it receives a 4 rather than 5.

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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