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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
CLERK_CHAT_API_KEYYesClerk Chat API key for authentication
CLERK_CHAT_API_BASE_URLNoBase URL for the Clerk Chat API

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
resources
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
list_test_casesA

List all test cases in the database for a specific company

create_test_caseB

Create a new test case in the database for a specific company

run_testsA

Run regression tests against a system prompt with real LLM evaluation for a specific company. Use prompt_id (from save_draft_prompt) for faster performance, or system_prompt for direct text.

save_improvement_runA

Save a complete improvement cycle with prompts, analysis, and test results for a specific company

save_draft_promptA

Save a draft prompt to the database for a specific company for later use in testing. Returns a prompt_id that can be used with run_tests.

get_draft_promptA

Retrieve a previously saved draft prompt by ID for a specific company

list_draft_promptsB

List all saved draft prompts for a specific company

list_toolsA

List all available tools for a company. Use this when generating tests to know what tool calls are possible.

get_toolA

Get details of a specific tool by ID

list_skillsA

List all available skills

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription
skill://prompt-improvement/feedback-analysis
skill://prompt-improvement/improvement-loop
skill://prompt-improvement/mcp-tools-guide
skill://prompt-improvement/prompt-improvement
skill://prompt-improvement/test-analysis
skill://prompt-improvement/test-generation

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