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guangxiangdebizi

Financial News and Notes MCP Server

example_tool

Process messages to extract and organize financial information from news, stock data, and notes for analysis.

Instructions

An example tool that processes messages

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
messageNoMessage to process
Behavior2/5

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

No annotations are provided, so the description carries full burden. 'Processes messages' implies some action but doesn't disclose whether this is read-only, destructive, requires authentication, has rate limits, or what the expected behavior is. The description is too vague to provide meaningful behavioral context.

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 a single, efficient sentence with no wasted words. It's appropriately sized for a simple tool and gets straight to the point without unnecessary elaboration.

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

Completeness2/5

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

Given no annotations and no output schema, the description is incomplete. 'Processes messages' is too vague for the agent to understand what the tool does, how it behaves, or what it returns. For a tool with 1 parameter and no structured support, more context is needed.

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 the parameter 'message' documented as 'Message to process'. The description doesn't add any meaning beyond what the schema provides, such as explaining what 'process' does to the message. With high schema coverage, the baseline score of 3 is appropriate.

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

Purpose3/5

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

The description states the tool 'processes messages', which provides a basic verb+resource combination. However, it's vague about what 'processes' entails and doesn't distinguish this tool from its siblings like 'data-processor' or 'my-tool'. The purpose is understandable but lacks specificity.

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

Usage Guidelines2/5

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

There is no guidance on when to use this tool versus alternatives. The description doesn't mention any context, prerequisites, or exclusions. With siblings like 'data-processor' and 'file-handler' available, the agent receives no help in selecting between them.

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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