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BACH-AI-Tools

Open Ai21 MCP Server

summarization_chatgpt

Condense lengthy documents into concise summaries by extracting key information. Enable users to quickly grasp main ideas of articles or reports.

Instructions

Our Summarization API is a powerful tool designed to provide comprehensive and condensed summaries of lengthy documents. Using advanced natural language processing algorithms, our API extracts the most important information from the text and generates concise summaries that capture the key points. By integrating our Summarization API into your applications, you can streamline content analysis, save time, and enable users to quickly grasp the main ideas of lengthy articles, reports, or researc...

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations, the description carries full burden but only describes the tool's function in vague terms. It does not disclose limits, supported formats, or whether it is stateless.

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

Conciseness2/5

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

The description is verbose and reads like marketing copy. It is also truncated, failing to complete the thought.

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 output schema and a truncated description, important details like output format, token limits, and supported text length are missing.

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

Parameters4/5

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

There are no parameters, so the baseline is 4. The description adds context about the input being 'lengthy documents,' which is beyond the empty schema.

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

Purpose4/5

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

The description clearly states it is a summarization API for lengthy documents, and it distinguishes from sibling tools that are chat or image-related. However, it lacks specificity about what kind of summaries it produces.

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?

No guidance is provided on when to use this tool versus alternatives, nor are there any exclusions or prerequisites mentioned.

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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