Skip to main content
Glama
nick-timms

AgentData MCP Server

by nick-timms

get_signals

Track technology switches and career moves to uncover buying intent and market movement.

Instructions

Get technology switch signals (companies changing tools) and career moves (people changing jobs). Shows buying intent and market movement.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNoSignal type: tech_switch or career_move
moved_fromNoTechnology or company moved from
moved_toNoTechnology or company moved to
sectorNoFilter by sector
daysNoLookback period in days
limitNoMax results to return
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It does not mention pagination, rate limits, data recency, or what happens with missing parameters. The phrase 'shows buying intent' is vague.

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, front-loaded with the key purpose. No wasted words; every sentence adds value.

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?

No output schema or annotations, and the description omits details like return format, error handling, or behavior when filters are combined. For a tool with 6 optional parameters, more context is needed.

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 100%, with each parameter described in the schema. The description adds no additional meaning beyond the schema, so baseline 3 applies.

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 it retrieves technology switch signals and career moves, and mentions 'buying intent and market movement,' which distinguishes it from sibling tools like check_usage or find_people. However, it could be more precise about the scope.

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 on when to use this tool over alternatives (e.g., find_people for people data) or what prerequisites exist. The description implies market analysis but lacks explicit context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/nick-timms/agentdata-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server