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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

Capabilities

Features and capabilities supported by this server

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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