Hedera Toolbox

governance_analyze

Analyze governance proposals to assess voter sentiment, participation rates, token concentration, and predict outcomes for informed decision-making.

Instructions

Deep analysis of a governance proposal including voter sentiment, participation rate, token concentration, and outcome prediction. Costs 0.5 HBAR.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "api_key": "<api_key>",
      "proposal_id": "<proposal_id>",
      "token_id": "<token_id>"
    },
    "name": "governance_analyze"
  }
}

Input Schema

Name	Required	Description
`api_key`	Yes	Your HederaIntel API key
`token_id`	Yes	Hedera token ID the proposal belongs to
`proposal_id`	Yes	Proposal ID or HCS sequence number to analyze
`topic_id`	No	HCS topic ID where proposal votes are recorded

Schema Changelog

Changes observed during successful MCP inspections.

First observedv3.4.5Mar 18, 2026

TDQS

A3.7/5.0

Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses the cost (0.5 HBAR), which is a behavioral trait, but does not cover other aspects like rate limits, authentication needs beyond the api_key parameter, or what happens if the proposal is invalid. The description adds some value but lacks comprehensive 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 that front-loads the purpose and includes key details (analytical components and cost). Every part earns its place with no wasted words, making it highly concise and well-structured.

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?

Given no annotations and no output schema, the description is moderately complete. It covers the purpose and cost but lacks details on output format, error handling, or prerequisites. For a tool with 4 parameters and analytical complexity, more context would be helpful, but it meets a minimum viable level.

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%, so the schema already documents all parameters. The description does not add any meaning beyond what the schema provides, such as explaining how parameters interact or their significance in the analysis. Baseline 3 is appropriate when the schema handles parameter documentation.

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 the specific action ('Deep analysis') and resource ('governance proposal'), listing the analytical components (voter sentiment, participation rate, token concentration, outcome prediction). It distinguishes from siblings like 'governance_monitor' by focusing on deep analysis rather than monitoring.

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

Usage Guidelines3/5

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

The description implies usage for analyzing governance proposals with specific metrics, but does not explicitly state when to use this tool versus alternatives like 'governance_monitor' or 'contract_analyze'. It mentions a cost (0.5 HBAR), which provides some context but not clear guidance on tool selection.

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