Skip to main content
Glama

atlas_cohort_migration

Identifies countries whose censorship patterns shift between democracy, hybrid, and authoritarian clusters over time, revealing changes in censorship behavior.

Instructions

Tracks countries migrating between censorship cohorts (democracy / hybrid / authoritarian clusters) over time — surfaces countries whose censorship behavior is shifting class.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

With no annotations provided, the description carries full burden. It discloses the core behavior (tracking migration and surfacing shifting countries) but lacks details on data freshness, limitations, or what 'surfaces' means in terms of output. Adequate but not comprehensive.

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?

Single sentence that is concise and front-loaded. Every word adds value, no filler.

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 zero parameters and no output schema, the description is mostly complete. However, it could benefit from clarifying the output format (e.g., list of countries, visualization) or typical use cases.

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

Parameters4/5

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

The tool has zero parameters, so schema coverage is trivially 100%. The description adds no param info, which is acceptable given no params. Baseline of 4 applies.

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 clearly states the tool tracks countries migrating between censorship cohorts over time, using specific verbs 'tracks' and 'surfaces'. It distinguishes from siblings like atlas_cohorts by focusing on migration rather than static classification.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for monitoring cohort shifts but does not explicitly state when to use it versus alternative tools like atlas_cohorts or atlas_compare. 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.

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/voidly-ai/mcp-server'

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