Bullhorn MCP Agent

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setup_status

Reports Bullhorn tenant setup status, missing requirements, and capability readiness. Optionally checks connectivity and REST URL fingerprint.

Instructions

Report the tenant setup state, missing requirements and per-capability readiness.

Args: check_connection: Also log in to Bullhorn to confirm connectivity and the REST URL fingerprint (default true).

Returns: JSON with state, missing_requirements, capabilities, active_version, open_proposals and last_validation.

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": "setup_status"
  }
}

Input Schema

Name	Required	Description	Default
`check_connection`	No

Output Schema

Name	Required	Description	Default
`result`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

First observedv0.1.0Oct 15, 2026

TDQS

A3.5/5.0

Behavior3/5

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

With no annotations, the description carries full behavioral disclosure. It usefully reveals that check_connection also logs in to Bullhorn to confirm connectivity and the REST URL fingerprint, and it lists return fields, but it omits error behavior, permission requirements, and other operational traits.

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 front-loaded with the purpose and then structured into Args and Returns sections with no filler. Every sentence contributes useful information for calling the tool.

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?

For a simple one-parameter status tool with an output schema, the description covers purpose, parameter behavior, and return fields adequately. It could still say more about when to choose it over connection_status, but the core calling information is complete.

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?

Schema description coverage is 0%, so the description must explain the only parameter. It does so by stating that check_connection triggers a Bullhorn login to confirm connectivity and the REST URL fingerprint, and it notes the default of true. This adds meaningful semantics beyond the bare boolean 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 states a specific verb and resource: report tenant setup state, missing requirements, and per-capability readiness. This clearly distinguishes it from a simple connectivity tool like connection_status, though it does not explicitly name or contrast any sibling.

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 says what the tool reports but gives no guidance on when to use it versus alternatives such as connection_status or bullhorn_session. There are no when / when-not conditions or routing instructions.

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