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NerdSnipe-Inc

Lofty MCP Server

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listLeads

List CRM leads with filters by stage, source, tags, phone, email, or assigned user. Supports pagination and sorting.

Instructions

List leads with optional filters. Returns a paginated list.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stageNoFilter by lead stage
sourceNoFilter by lead source
phoneNoFilter by phone number
emailNoFilter by email address
assignedUserIdNoFilter by assigned user ID
anyTagsNoMatch any of these tags (comma-separated)
allTagsNoMatch all of these tags (comma-separated)
segmentsNoFilter by segments
keyNoSearch keyword
limitNoResults per page (1-100)
offsetNoPagination offset
sortNoSort field
descNoSort descending
scrollIdNoScroll cursor for deep pagination
Behavior2/5

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 only mentions pagination but does not disclose whether the operation is read-only, authentication requirements, or performance characteristics. The description is minimal for a tool with 14 parameters.

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?

The description is a single sentence that is appropriately sized and front-loaded with the core action and optional filters. It lacks structure (e.g., bullet points) but is efficient for a straightforward list tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 14 optional parameters and no output schema, the description is too minimal. It does not explain pagination details (e.g., default limit, scrollId vs offset usage) or return format, leaving the agent with significant gaps.

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 baseline is 3. The description does not add any meaning beyond the schema; it merely summarizes 'optional filters'. No extra detail on filter combinations or pagination mechanisms.

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 clearly states 'List leads with optional filters' and mentions pagination. It distinguishes from sibling tools like 'getLead' (single lead) and 'createLead'. However, it could be more specific about the scope of leads returned (e.g., all leads vs. user-specific).

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 provides no guidance on when to use this tool versus alternatives like 'getLead' for a single lead or 'searchLeads' if it existed. No explicit context or exclusions are given.

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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