Gremlin MCP Service

A Model Context Protocol (MCP) service for interacting with Gremlin's reliability management APIs.

Overview

This MCP service provides access to Gremlin's reliability testing and management capabilities, including:

• Service reliability management and monitoring

• Service dependency tracking

• Reliability experiments and testing

• Reliability reporting

Related MCP server: MCP with Gemini Integration

Installation

Prerequisites

• Node.js 22 or higher

• npm

• make

• Valid Gremlin API credentials

Setup

1. Clone the repository:

2. Install dependencies:

3. Build the service:

4. Configure your MCP Client!

Claude Desktop Configuration

To use this MCP service with Claude Desktop, go to Claude Settings > Developer to add the following to your claude_desktop_config.json:

Note: Replace /path/to/gremlin-mcp with the actual path to your service directory.

Available Tools

Service Management

list_services

Lists all available reliability management (RM) services with their descriptions, scores, and targeting information.

get_service_dependencies

Retrieves dependencies for a specific service.

• Parameters: teamId (required), serviceId (required)

get_service_status_checks

Gets status checks configured for a service.

• Parameters: teamId (required), serviceId (required)

list_service_risks

Lists identified risks associated with a service.

• Parameters: teamId (required), serviceId (required)

Reliability Reports & Analytics

get_reliability_report

Generates a reliability report for a service on a specific date.

• Parameters: teamId (required), serviceId (required), date (optional, defaults to today, format: YYYY-MM-DD)

get_reliability_experiments

Retrieves recent reliability experiments for a service.

• Parameters: teamId (required), serviceId (required), dependencyId (optional), testId (optional), limit (optional, default: 100)

Testing & Experiments

get_recent_reliability_tests

Gets recent reliability tests for a team.

• Parameters: teamId (required), pageSize (optional, default: 5), pageToken (optional)

get_current_test_suite

Retrieves the current test suite for a team or all teams.

• Parameters: teamId (optional)

Usage Notes

• All date parameters should use YYYY-MM-DD format

• Team and service IDs are required for most service-specific operations

• Optional parameters have sensible defaults where applicable

Example Queries

Here are some example queries you can use with Claude when this MCP service is configured:

1. List all services:

"What reliability management services are available?"

2. Identify Critical Dependency for Coverage:

"I'm trying to find which are my most critical dependencies. Can you pull all my RM services, identify shared dependencies, ignoring ignored dependencies, create a list of them and then use the policy reports to understand what my coverage currently is for these dependencies. Finally; I want you to create a quick page with some graphics to help me understand the state of the world"

3. Identify gaps in Scheduling:

I think my schedule for tests is misconfigured for my RM services. I think this because I'm seeing a lot of expired policy evaluations in my RM Reports. It takes about 6 weeks to expire a policy evaluation and I should be testing every week. Now given my scheduling window it's possible that I'm not running every test every week, but across 6 weeks it seems less likely. Now, it's expected that for policy evaluations on a dependency which is marked as a SPOF it's expected for the policy evaluation to get to EXPIRED state. So can you go check all my RM services and figure out how many policy evaluations (excluding those on ignored or SPOF dependencies) are expired as a percentage of total? I'd like to see that on a per service basis

Troubleshooting

Common Issues

1. Authentication Errors

   • Ensure your GREMLIN_API_KEY is valid and has the necessary permissions

2. Service Disconnected

   • Verify the service is properly built (make build)

   • Check the path in claude_desktop_config.json points to the correct location

   • Ensure correct version of Node.js is in your system PATH

   • Check claude's logs (eg. less ~/Library/Logs/Claude/mcp-server-gremlin-mcp-server.log, but deployment specific)

3. Missing Dependencies

   • Run make install to ensure all dependencies are installed

   • Check that you're using Node.js version 22 or higher

   • You may have more than one version of NODE on your path so you may want to override your PATH like

Debug Mode

For debugging you can use the inspector like:

Support

For issues or questions, please create an issue or contact support.