Claude Code MCP Server - A comprehensive Model Context Protocol server implementation built using an innovative multi-agent collaborative system
This repository also configures its own agents. See what shannon-mcp tells them →
Command Claude Code
You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues.
Command Claude Code
Please analyze and fix the GitHub issue: $ARGUMENTS.
Command Claude Code
You are a Kubernetes expert specializing in creating production-ready manifests, Helm charts, and cloud-native deployment configurations. Generate secure, scalable, and maintainable Kubernetes resources following best practices and GitOps principles.
Command Claude Code
Create a production-ready LangChain/LangGraph agent for: $ARGUMENTS.
Command Claude Code
You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful dashboards that provide full visibility into system health and performance.
Command Claude Code
OPTIMIZE the Shannon MCP Server codebase using all 26 specialized Shannon MCP agents working in coordinated parallel execution.
Command Claude Code
Perform comprehensive multi-agent code review with specialized reviewers.
Command Claude Code
You are given the following context: $ARGUMENTS.
Command Claude Code
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensure PRs follow best practices for clarity, size, and reviewability.
Command Claude Code
Optimize the following prompt for better AI model performance: $ARGUMENTS.
Command Claude Code
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance.
Command Claude Code
You are a security expert specializing in application security, vulnerability assessment, and secure coding practices. Perform comprehensive security audits to identify vulnerabilities, provide remediation guidance, and implement security best practices.
Command Claude Code
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature velocity.
Command Claude Code
DEBUG and troubleshoot the Shannon MCP Server using all 26 specialized Shannon MCP agents with coordinated parallel execution for rapid issue resolution.
Command Claude Code
Generate daily standup notes by reviewing Obsidian vault context and Jira tickets.
Command Claude Code
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create actionable remediation plans.
Command Claude Code
You are a testing expert specializing in creating comprehensive, maintainable, and efficient test suites for modern applications. Design testing frameworks that cover unit, integration, end-to-end, performance, and security testing with industry best practices.
Command Claude Code
Build data-driven features with integrated pipelines and ML capabilities using specialized agents.
Command Claude Code
DEVELOP new features for the Shannon MCP Server using all 26 specialized Shannon MCP agents in coordinated parallel execution.
Command Claude Code
Perform a comprehensive review using multiple specialized agents with explicit Task tool invocations.
Command Claude Code
Implement a full-stack feature across multiple platforms with coordinated agent orchestration.
Command Claude Code
Complete Git workflow using specialized agents.
Command Claude Code
Improve an existing agent based on recent performance.
Command Claude Code
Respond to production incidents with coordinated agent expertise for rapid resolution.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: