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benmonopoli

Greenhouse MCP

by benmonopoli

add_prospect

Create a sourced prospect in a prospect pool, not tied to an active job pipeline. Add names, contact info, pool and stage IDs for later conversion to candidates.

Instructions

Create a sourced prospect in a prospect pool. Write operation.

Users say "add this person as a prospect for the Engineering pool." Unlike create_candidate with a job_id, this creates a prospect not yet in an active job pipeline. For pool/stage IDs: list_prospect_pools → match by name. To later convert to an active candidate, use convert_prospect.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
titleNoCurrent job title
companyNoCurrent company name
job_idsNoJobs this prospect is being considered for — from list_jobs
last_nameYesProspect's last name
first_nameYesProspect's first name
phone_numbersNoArray of {value: '+1...', type: 'mobile'|'home'|'work'}
email_addressesNoArray of {value: 'x@y.com', type: 'personal'|'work'}
prospect_pool_idNoProspect pool to add to — get from list_prospect_pools
prospect_owner_idNoUser ID who owns this prospect — get from list_users
prospect_stage_idNoStage within the prospect pool

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed10 schema fields changedv0.5.0
    • addedInput schema / properties / company / description
      Added value: +"Current company name"
    • addedInput schema / properties / email_addresses / description
      Added value: +"Array of {value: 'x@y.com', type: 'personal'|'work'}"
    • addedInput schema / properties / first_name / description
      Added value: +"Prospect's first name"
    • addedInput schema / properties / job_ids
      Added value: +{
      +  "anyOf": [
      +    {
      +      "items": {
      +        "type": "integer"
      +      },
      +      "type": "array"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null,
      +  "description": "Jobs this prospect is being considered for — from list_jobs",
      +  "title": "Job Ids"
      +}
    • addedInput schema / properties / last_name / description
      Added value: +"Prospect's last name"
    • addedInput schema / properties / phone_numbers / description
      Added value: +"Array of {value: '+1...', type: 'mobile'|'home'|'work'}"
    • addedInput schema / properties / prospect_owner_id / description
      Added value: +"User ID who owns this prospect — get from list_users"
    • addedInput schema / properties / prospect_pool_id / description
      Added value: +"Prospect pool to add to — get from list_prospect_pools"
    • addedInput schema / properties / prospect_stage_id / description
      Added value: +"Stage within the prospect pool"
    • addedInput schema / properties / title / description
      Added value: +"Current job title"
  2. Addedv0.3.4

TDQS

A4.1/5.0
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 does disclose the key trait 'Write operation' and clarifies the object is a prospect not yet in an active pipeline. However it omits permission requirements, behavior on duplicate prospects, and any error/validation semantics that a mutation tool should surface.

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

Conciseness4/5

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

Content is front-loaded with the operation and mutation flag, and each subsequent sentence adds routing value. Slightly verbose with a redundant restatement of the ID-sourcing already in the schema, but no dead weight.

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?

An output schema exists, so return values need not be explained. Combined with 100% schema coverage, the description supplies the routing, mutation flag, and ID resolution an agent needs. Missing only edge-case behavior (duplicates, permissions) for full completeness.

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 each of the 10 parameters is already documented in the schema (including the list_prospect_pools / list_users sourcing hints). The description's 'For pool/stage IDs: list_prospect_pools → match by name' largely restates that, adding little new meaning. Baseline 3 applies.

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?

States a specific verb and resource ('Create a sourced prospect in a prospect pool') and explicitly distinguishes itself from create_candidate (job_id → pipeline) and convert_prospect. An agent can select this correctly without opening the schema.

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

Usage Guidelines5/5

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

Gives explicit when-to-use ('Users say add this person as a prospect for the pool'), when-not (unlike create_candidate with job_id), the ID-resolution path (list_prospect_pools → match by name), and the follow-up tool (convert_prospect). Routing is fully specified.

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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