krzemienski/shannon-mcp

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 →

2Stars on the repository
104Mods indexed here, across every type
9mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

README

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krzemienski/shannon-mcp

Agent Claude Code

A comprehensive collection of specialized AI subagents for Claude Code, designed to enhance development workflows with domain-specific expertise.

not rated 2 9mo ago A 0 tokens

ai-engineer

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krzemienski/shannon-mcp

Agent Claude Code

Build LLM applications, RAG systems, and prompt pipelines. Implements vector search, agent orchestration, and AI API integrations. Use PROACTIVELY for LLM features, chatbots, or AI-powered applications.

not rated 2 9mo ago A 48 tokens

api-documenter

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krzemienski/shannon-mcp

Agent Claude Code

Create OpenAPI/Swagger specs, generate SDKs, and write developer documentation. Handles versioning, examples, and interactive docs. Use PROACTIVELY for API documentation or client library generation.

not rated 2 9mo ago A 43 tokens

architect-reviewer

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krzemienski/shannon-mcp

Agent Claude Code

Reviews code changes for architectural consistency and patterns. Use PROACTIVELY after any structural changes, new services, or API modifications. Ensures SOLID principles, proper layering, and maintainability.

not rated 2 9mo ago A 43 tokens

backend-architect

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krzemienski/shannon-mcp

Agent Claude Code

Design RESTful APIs, microservice boundaries, and database schemas. Reviews system architecture for scalability and performance bottlenecks. Use PROACTIVELY when creating new backend services or APIs.

not rated 2 9mo ago A 41 tokens

business-analyst

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krzemienski/shannon-mcp

Agent Claude Code

Analyze metrics, create reports, and track KPIs. Builds dashboards, revenue models, and growth projections. Use PROACTIVELY for business metrics or investor updates.

not rated 2 9mo ago A 38 tokens

c-pro

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krzemienski/shannon-mcp

Agent Claude Code

Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY for C optimization, memory issues, or system programming.

not rated 2 9mo ago A 47 tokens

cloud-architect

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krzemienski/shannon-mcp

Agent Claude Code

Design AWS/Azure/GCP infrastructure, implement Terraform IaC, and optimize cloud costs. Handles auto-scaling, multi-region deployments, and serverless architectures. Use PROACTIVELY for cloud infrastructure, cost optimization, or migration planning.

not rated 2 9mo ago A 52 tokens

code-reviewer

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krzemienski/shannon-mcp

Agent Claude Code

Expert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code.

not rated 2 9mo ago A 30 tokens

content-marketer

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krzemienski/shannon-mcp

Agent Claude Code

Write blog posts, social media content, and email newsletters. Optimizes for SEO and creates content calendars. Use PROACTIVELY for marketing content or social media posts.

not rated 2 9mo ago A 38 tokens

context-manager

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krzemienski/shannon-mcp

Agent Claude Code

Manages context across multiple agents and long-running tasks. Use when coordinating complex multi-agent workflows or when context needs to be preserved across multiple sessions. MUST BE USED for projects exceeding 10k tokens.

not rated 2 9mo ago A 43 tokens

cpp-pro

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krzemienski/shannon-mcp

Agent Claude Code

Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or complex C++ patterns.

not rated 2 9mo ago A 53 tokens

customer-support

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krzemienski/shannon-mcp

Agent Claude Code

Handle support tickets, FAQ responses, and customer emails. Creates help docs, troubleshooting guides, and canned responses. Use PROACTIVELY for customer inquiries or support documentation.

not rated 2 9mo ago A 37 tokens

data-engineer

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krzemienski/shannon-mcp

Agent Claude Code

Build ETL pipelines, data warehouses, and streaming architectures. Implements Spark jobs, Airflow DAGs, and Kafka streams. Use PROACTIVELY for data pipeline design or analytics infrastructure.

not rated 2 9mo ago A 42 tokens

data-scientist

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krzemienski/shannon-mcp

Agent Claude Code

Data analysis expert for SQL queries, BigQuery operations, and data insights. Use proactively for data analysis tasks and queries.

not rated 2 9mo ago A 29 tokens

database-admin

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krzemienski/shannon-mcp

Agent Claude Code

Manage database operations, backups, replication, and monitoring. Handles user permissions, maintenance tasks, and disaster recovery. Use PROACTIVELY for database setup, operational issues, or recovery procedures.

not rated 2 9mo ago A 41 tokens

database-optimizer

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krzemienski/shannon-mcp

Agent Claude Code

Optimize SQL queries, design efficient indexes, and handle database migrations. Solves N+1 problems, slow queries, and implements caching. Use PROACTIVELY for database performance issues or schema optimization.

not rated 2 9mo ago A 44 tokens

debugger

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krzemienski/shannon-mcp

Agent Claude Code

Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.

not rated 2 9mo ago A 23 tokens

deployment-engineer

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krzemienski/shannon-mcp

Agent Claude Code

Configure CI/CD pipelines, Docker containers, and cloud deployments. Handles GitHub Actions, Kubernetes, and infrastructure automation. Use PROACTIVELY when setting up deployments, containers, or CI/CD workflows.

not rated 2 9mo ago A 44 tokens

krzemienski/shannon-mcp

Agent Claude Code

Debug production issues, analyze logs, and fix deployment failures. Masters monitoring tools, incident response, and root cause analysis. Use PROACTIVELY for production debugging or system outages.

not rated 2 9mo ago A 42 tokens

dx-optimizer

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krzemienski/shannon-mcp

Agent Claude Code

Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.

not rated 2 9mo ago A 39 tokens

error-detective

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krzemienski/shannon-mcp

Agent Claude Code

Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use PROACTIVELY when debugging issues, analyzing logs, or investigating production errors.

not rated 2 9mo ago A 48 tokens

frontend-developer

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krzemienski/shannon-mcp

Agent Claude Code

Build React components, implement responsive layouts, and handle client-side state management. Optimizes frontend performance and ensures accessibility. Use PROACTIVELY when creating UI components or fixing frontend issues.

not rated 2 9mo ago A 41 tokens

golang-pro

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krzemienski/shannon-mcp

Agent Claude Code

Write idiomatic Go code with goroutines, channels, and interfaces. Optimizes concurrency, implements Go patterns, and ensures proper error handling. Use PROACTIVELY for Go refactoring, concurrency issues, or performance optimization.

not rated 2 9mo ago A 49 tokens

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