networklytics-mcp

get_api_info

Retrieve API documentation and available endpoints for analyzing YouTube comment social networks, including centrality ranking, community detection, and sentiment analysis.

Instructions

Get NetworkLytics API information and available endpoints.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "get_api_info"
  }
}

Input Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections.

First observedv0.1.1Apr 13, 2026

TDQS

B3.2/5.0

Behavior2/5

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

With no annotations provided, the description carries full burden for behavioral disclosure. While 'Get' implies a read-only operation, it doesn't specify authentication requirements, rate limits, error conditions, or what format the API information is returned in. The description is minimal and lacks important operational context that would help an agent use this tool effectively.

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, clear sentence that states exactly what the tool does with no wasted words. It's appropriately sized for a zero-parameter tool and front-loads the essential information without unnecessary elaboration.

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

Completeness3/5

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

For a zero-parameter tool with no output schema, the description is minimally complete in stating what information will be retrieved. However, it lacks context about what 'API information' includes (version, endpoints, capabilities) and how this tool relates to the sibling analysis retrieval tools. The absence of annotations means the description should provide more behavioral context than it does.

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?

The tool has zero parameters with 100% schema description coverage, so the baseline for this dimension is 4. The description appropriately doesn't discuss parameters since none exist, which is correct and efficient.

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 the tool's purpose with a specific verb ('Get') and resource ('NetworkLytics API information and available endpoints'), making it immediately understandable. However, it doesn't explicitly distinguish this from its siblings (get_analysis_by_id, get_shared_analysis), which appear to be more specific data retrieval tools rather than metadata endpoints.

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?

The description provides no guidance on when to use this tool versus alternatives. It doesn't mention whether this should be used for initial API discovery, health checking, or as a prerequisite for other operations. With sibling tools that retrieve specific analyses, there's no indication of the relationship or sequencing 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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