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ajayranwa

Job Outreach MCP Server

by ajayranwa

list_campaigns

List all job outreach campaigns with status, companies, contacts, and email threads to monitor progress and decide next actions.

Instructions

List all outreach campaigns with their status. Shows companies, contacts, and email threads.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum campaigns to return
statusNoFilter by email status
company_idNoFilter by company ID
Behavior2/5

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

With no annotations, the description carries the full burden. It discloses the return content ('Shows companies, contacts, and email threads') but does not reveal safety profile, pagination behavior, or any operational constraints. A simple read operation is implied but not explicit.

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 short sentences deliver the core purpose and return content without redundancy. Every sentence adds value, and the structure is front-loaded with the primary action.

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

Completeness3/5

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

For a simple list tool with three optional parameters, the description is adequate but incomplete. It omits pagination behavior (e.g., default limit of 50) and does not explain the range of status values, though the schema covers parameter meanings. It is a minimal viable description for a straightforward tool.

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 schema already documents limit, status, and company_id. The description adds no additional parameter detail, making the baseline 3 appropriate.

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 uses a specific verb 'List' with the resource 'outreach campaigns' and adds scope with 'with their status'. It is clear and distinguishable from sibling tools like search_companies and find_contacts, though it does not explicitly differentiate.

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?

No guidance is given on when to use this tool versus alternatives. It only states what it does, leaving the agent to infer appropriate usage. No exclusions or prerequisites are mentioned.

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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