Skip to main content
Glama
osintukraine

OSINT MCP Server

by osintukraine

get_activity_heatmap

Retrieve daily message counts to generate a calendar heatmap visualizing activity over a specified number of days.

Instructions

Get daily message activity for calendar heatmap visualization.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo
Behavior2/5

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

No annotations provided, so description carries full burden. It only states it retrieves data but does not disclose side effects, authentication requirements, rate limits, or whether the operation is read-only. The description is minimal.

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?

Single sentence, no wasted words. Front-loaded with purpose. However, it could include parameter info without becoming verbose.

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 tool with one parameter and no output schema, the description provides the core purpose but lacks details on parameter usage and behavioral context. It is minimally viable but has gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The only parameter 'days' (type number) is not explained in the description. Schema coverage is 0%, so the agent gets no additional meaning beyond the type. No details on valid range, default value, or impact on results.

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?

Description clearly states the tool retrieves daily message activity for calendar heatmap visualization. It uses a specific verb ('Get') and resource ('daily message activity') with a clear purpose. This distinguishes it from siblings like 'get_map_heatmap' which is geographic.

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 versus alternatives. Does not mention prerequisites, filter options, or exclude conditions. Agent has no context for selecting this over similar tools like 'get_engagement_timeline'.

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/osintukraine/osint-mcp-server'

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