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Glama

Set Session Context

set_context
Read-only

Set the active organization and optionally a project for this session. Must be called before using any module-specific tools. Pass the organization's public ID (GUID) and optionally a project's public ID. Two areas are deliberately incomplete: billing and organization/access are read-only (an agent must not grant rights or trigger cost), and gateway, service catalog and AI assist have no tools at all while they are not generally available. Most toolsets start hidden — call list_toolsets to see them and enable_toolset to add them.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectIdNoPublic ID (GUID) of the project to set as active context (optional)
organizationIdYesPublic ID (GUID) of the organization to set as active context

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Beyond the readOnlyHint annotation, the description clarifies behavioral boundaries: billing and organization/access are read-only, an agent must not grant rights or trigger cost, and certain areas (gateway, service catalog, AI assist) have no tools. Consistent with the annotation, no contradiction.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core purpose is front-loaded in the first sentence, but the description includes dense tangential information about billing, gateway, service catalog, and AI assist areas that could be condensed. Sentence 4 mixes two distinct ideas (read-only boundaries and unavailable toolsets), reducing clarity.

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?

For a simple 2-parameter tool with no output schema, the description covers the tool's purpose, usage timing, parameter guidance, behavioral boundaries, and related tool interactions. The extra context about toolsets is helpful for navigation, though some information is tangential to the tool's core function.

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% for both parameters. The description's parameter guidance ('Pass the organization's public ID (GUID) and optionally a project's public ID') essentially restates the schema descriptions without adding significant new meaning. Baseline of 3 applies due to full schema coverage.

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 first sentence clearly states the tool's purpose: 'Set the active organization and optionally a project for this session.' This uses a specific verb (set) + resource (active organization/project) + scope (session), distinguishing it from the numerous get/list sibling tools.

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

Usage Guidelines4/5

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

Explicitly states 'Must be called before using any module-specific tools,' providing clear when-to-use guidance. Also explains the relationship with list_toolsets and enable_toolset, though it doesn't name direct alternatives for the same purpose.

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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TDQS

A3.9/5.0
Disambiguation4/5

The tools are mostly distinct with clear descriptions. Some pairs like get_header_policies vs get_resolved_headers or get_environment_verification vs get_monitoring_sync_status could be slightly confusing, but the descriptions clarify scope and purpose.

Naming Consistency5/5

All tools follow a consistent snake_case verb_noun pattern (get_, list_, create_, update_, manage_, etc.). Even the few bare verbs like 'search' and 'set_context' are consistent with the naming scheme.

Tool Count1/5

With 165 tools, the server is extremely heavy. This far exceeds the 'too many' threshold of 25+, making it difficult for an agent to navigate and select the right tool efficiently.

Completeness5/5

The tool surface covers a very broad API lifecycle domain: specs, environments, test cases, monitors, mock servers, security, governance, documentation, and team management. Read and write operations are present across most areas, with no obvious missing core functionality.

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