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MCP Standards

by airmcp-com

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
GEMINI_API_KEYNoYour Gemini API key for cost optimization routing simple operations to cheaper models

Schema

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Tools

Functions exposed to the LLM to take actions

NameDescription
add_episode

Add knowledge episode to memory

search_episodes

Search knowledge episodes

list_recent

List recent episodes

log_tool_execution

Log tool execution for learning

export_to_markdown

Export knowledge base to markdown files

generate_ai_standards

Auto-generate AI assistant instruction files (CLAUDE.md, .github/copilot-instructions.md, .cursor/rules/standards.mdc) from existing project config files (.editorconfig, .prettierrc, ESLint, pyproject.toml, etc.)

get_learned_preferences

Get all learned preferences with confidence scores (automatically learned from corrections)

suggest_claudemd_update

Get suggestions for CLAUDE.md updates based on learned patterns (does not apply them)

update_claudemd

Update CLAUDE.md file with learned preferences (creates backup first)

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/airmcp-com/mcp-standards'

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