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Smart-AI-Bridge

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
TDD_MODENoEnable TDD mode for testingfalse
CLOUD_API_KEY_1NoAPI key for Cloud Backend 1 (Coding Specialist)
CLOUD_API_KEY_2NoAPI key for Cloud Backend 2 (Analysis Specialist)
CLOUD_API_KEY_3NoAPI key for Cloud Backend 3 (General Purpose)
LOCAL_MODEL_ENDPOINTNoThe URL endpoint for your local model server (LM Studio, Ollama, vLLM, etc.)http://localhost:1234/v1

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
review

๐Ÿ‘€ Comprehensive code review - Security audit, performance analysis, best practices validation. Multi-file correlation analysis. Automated quality scoring and improvement suggestions.

read

๐Ÿ“– Intelligent file operations - Smart context management with automatic chunking. Multi-file reading with relationship detection. Project structure analysis. Enhanced with fuzzy matching verification for pre-flight edit validation.

health

๐Ÿฅ OPTIMIZED System health and diagnostics - Smart differentiated health monitoring with BLAZING fast performance! Local endpoints get comprehensive inference testing (10s timeout), cloud endpoints get quick connectivity pings (3s timeout). Features performance metrics, NVIDIA cloud integration status, smart routing analytics, and FileModificationManager operation tracking. OPTIMIZER: Includes localhost priority discovery and cache invalidation!

write_files_atomic

โœ๏ธ Write multiple files atomically with backup - Enterprise-grade file modification with safety mechanisms

edit_file

๐Ÿ”ง ENHANCED Intelligent file editing - FileModificationManager orchestrated operations with smart AI routing. AI-powered targeted modifications with validation, rollback capability, and complexity-based endpoint selection for optimal performance.

validate_changes

โœ… Pre-flight validation for code changes - AI-powered syntax checking and impact analysis using DialoGPT-small. Validates proposed modifications before implementation.

multi_edit

๐Ÿ”„ ENHANCED Atomic batch operations - FileModificationManager orchestrator with parallel processing and smart AI routing. Enterprise-grade multi-file editing with NVIDIA cloud escalation for complex operations, AI validation, and automatic rollback.

backup_restore

๐Ÿ’พ Enhanced backup management - Timestamped backup tracking with metadata, restore capability, and intelligent cleanup. Extends existing backup patterns with enterprise-grade management.

ask

๐Ÿค– MULTI-AI Direct Query - Ask any backend with BLAZING FAST smart fallback chains! Features automatic Unity detection, dynamic token scaling, and response headers with backend tracking.

rate_limit_status

๐Ÿ“Š Rate Limit Status - Check current rate limit usage and remaining capacity

system_metrics

๐Ÿ“ˆ System Metrics - View system usage metrics, performance statistics, and tool usage breakdown

MCP directory API

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