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Taleez MCP by usefulapi

Create candidate

taleez_create_candidate
Destructive

WRITE: add a new candidate to the Taleez database (first and last name required; the e-mail, if given, must be unique in the company). Creates a record only: the candidate is not attached to a job and no e-mail is sent by this call. Not idempotent: calling twice with no mail creates two candidates. POST /0/candidates.

Input Schema

NameRequiredDescriptionDefault
langNoCandidate language (must be activated in the account). Default FR.
mailNoE-mail address, unique in the company.
phoneNoPhone, e.g. 0611223344 or +33611223344 (Taleez ignores an invalid number).
sourceNoWhere the candidate comes from (Taleez default: 'API Taleez').
unit_idNoUnit of the candidate (only for companies that segment candidates by unit).
locationNoPlace of residence; city, country, lat and lng are all required.
last_nameYes
first_nameYes
recruiter_idNoCredit this recruiter as the one who added the candidate (see taleez_list_recruiters).
social_linksNoSocial profile links.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare destructiveHint=true and idempotentHint=false, but the description adds the concrete consequence an agent needs: calling twice without a mail produces two duplicate candidates, and no notification e-mail is dispatched. The unique-mail constraint and the POST endpoint are extra operational context; only the response shape is left unexplained.

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?

Four tight sentences led by a 'WRITE:' marker, with the required-field and uniqueness constraints front-loaded before the non-idempotency warning. No sentence is filler; each adds a distinct fact.

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 10-parameter mutation with nested objects and no output schema, the description covers the highest-risk behaviors (duplicates, no e-mail, no job link). It never says what the call returns (presumably the created candidate and its id), which is the one thing an agent cannot infer from a missing output schema.

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 coverage is 80%, so most parameters are already documented; the description reinforces the required first/last name and the company-wide uniqueness of mail, both of which the schema already states. It adds no guidance on the nested location object, lang default, or unit_id/recruiter_id usage, so baseline 3 is right.

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?

Names a specific verb and resource ('add a new candidate to the Taleez database') and immediately scopes it against siblings by stating the record is created without a job attachment, which separates it from taleez_add_candidates_to_job and taleez_update_candidate.

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

Usage Guidelines4/5

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

The 'Creates a record only: the candidate is not attached to a job and no e-mail is sent by this call' clause tells the agent when this tool is insufficient and points implicitly at the add-to-job flow. It does not explicitly name the alternative tool or state prerequisites such as account permissions, so it falls short of a full when/when-not routing statement.

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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