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Close List Opportunities

close_list_opportunities
Read-onlyIdempotent

List opportunities (pipeline deals) in Close. Returns a data array of opportunities with id, lead_id, status, value, currency, confidence, and expected close date, plus has_more / total_results. Pass lead_id to scope to one lead, or omit to list across the organization. Page with _limit / _skip.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
_skipNoNumber of results to skip for pagination (default 0)
_limitNoResults per page (default 100, max 200)
_apiKeyYesClose API key
lead_idNoOptional lead ID to filter opportunities to a single lead

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive; the description adds value by detailing the return format (data array with fields, has_more, total_results) and pagination behavior, going beyond annotation info.

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?

Two sentences, no filler. First sentence front-loads purpose and return structure; second covers filtering and pagination. Every sentence earns its place.

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?

Given no output schema, the description adequately explains return structure, scoping, and pagination. For a simple list tool, it covers key behaviors; minor omissions like ordering or error handling prevent a 5.

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?

The input schema has 100% coverage with descriptions for all parameters. The description adds minimal extra meaning beyond the schema, primarily tying together pagination and scoping usage, so baseline score of 3 is appropriate.

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 starts with a clear verb+resource pair ('List opportunities') and distinguishes from sibling Close list tools (activities, contacts) by specifying 'opportunities (pipeline deals)'.

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 description provides clear context for when to use lead_id (scope to one lead) vs. omit (list organization-wide) and explains pagination with _limit/_skip. However, it lacks an explicit when-not-to-use or comparison with search alternatives.

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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TDQS

A3.7/5.0
Disambiguation2/5

Multiple Pipeworx tools overlap significantly (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, entity_profile, compare_entities, recent_changes all query similar data). Close CRM tools are distinct but the overall set mixes two domains, causing confusion.

Naming Consistency2/5

Tool names mix snakes (close_get_lead), lowercase (ask_pipeworx), and descriptive phrases (scan_competitor_ai_presence). No consistent verb_noun pattern across the entire set.

Tool Count2/5

37 tools is excessive for a focused server. The combination of Close CRM and Pipeworx data services creates scope creep; many tools could be separate servers.

Completeness3/5

Pipeworx tools offer extensive data coverage, but Close CRM lacks update/delete operations for leads, contacts, and opportunities, leaving basic CRUD gaps.