airmcp-com/mcp-standards

Self-learning AI standards system - learns from corrections and auto-updates CLAUDE.md

This repository also configures its own agents. See what mcp-standards tells them →

3Stars on the repository
153Mods indexed here, across every type
9mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

session

73

airmcp-com/mcp-standards

Command Claude Code

Complete guide to managing pair programming sessions.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

start

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airmcp-com/mcp-standards

Command Claude Code

Start a new pair programming session with AI assistance.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

analyzer

75

airmcp-com/mcp-standards

Command Claude Code

Deep code and data analysis with batch processing capabilities.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

architect

76

airmcp-com/mcp-standards

Command Claude Code

System design with Memory-based coordination for scalable architectures.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

batch-executor

77

airmcp-com/mcp-standards

Command Claude Code

Parallel task execution specialist using batch operations.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

coder

78

airmcp-com/mcp-standards

Command Claude Code

Autonomous code generation with batch file operations.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

debugger

79

airmcp-com/mcp-standards

Command Claude Code

Systematic debugging with TodoWrite and Memory integration.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

designer

80

airmcp-com/mcp-standards

Command Claude Code

UI/UX design with Memory coordination for consistent experiences.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

documenter

81

airmcp-com/mcp-standards

Command Claude Code

Documentation with batch file operations for comprehensive docs.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

innovator

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airmcp-com/mcp-standards

Command Claude Code

Creative problem solving with WebSearch and Memory integration.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

memory-manager

83

airmcp-com/mcp-standards

Command Claude Code

Knowledge management with Memory tools for persistent insights.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

optimizer

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airmcp-com/mcp-standards

Command Claude Code

Performance optimization with systematic analysis and improvements.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

orchestrator

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airmcp-com/mcp-standards

Command Claude Code

Multi-agent task orchestration with TodoWrite/TodoRead/Task/Memory using MCP tools.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

researcher

86

airmcp-com/mcp-standards

Command Claude Code

Deep research with parallel WebSearch/WebFetch and Memory coordination.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

reviewer

87

airmcp-com/mcp-standards

Command Claude Code

Code review using batch file analysis for comprehensive reviews.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

sparc-modes

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airmcp-com/mcp-standards

Command Claude Code

SPARC (Specification, Planning, Architecture, Review, Code) is a comprehensive development methodology with 17 specialized modes, all integrated with MCP tools for enhanced coordination and execution.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

swarm-coordinator

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airmcp-com/mcp-standards

Command Claude Code

Specialized swarm management with batch coordination capabilities.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

tdd

90

airmcp-com/mcp-standards

Command Claude Code

Test-driven development with TodoWrite planning and comprehensive testing.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

tester

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airmcp-com/mcp-standards

Command Claude Code

Comprehensive testing with parallel execution capabilities.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

workflow-manager

92

airmcp-com/mcp-standards

Command Claude Code

Process automation with TodoWrite planning and Task execution.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

pipeline

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airmcp-com/mcp-standards

Command Claude Code

Execute predefined pipelines for common development workflows.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

run

94

airmcp-com/mcp-standards

Command Claude Code

Execute a custom stream chain with your own prompts.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

analysis

95

airmcp-com/mcp-standards

Command Claude Code

Comprehensive analysis through distributed agent coordination.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

development

96

airmcp-com/mcp-standards

Command Claude Code

Coordinated development through specialized agent teams.

not rated 3 9mo ago A 0 tokens copy · 100% MIT archived

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