MCP Orchestrator Demos

Tool Selection Simulator

See how the orchestrator selects the best tool based on capabilities.

Select Capabilities Required:

calculation code_generation code_analysis text_analysis general testing

Provider Preference (optional):

Tool Selected

12ms

claude_code_generation

Selected 'Claude Code Generation' (score: 3.48); matches capabilities: ['code_generation']

Available Tools

internal_calculator

Performs basic arithmetic operations (add, subtract, multiply, divide)

calculation math internal

internal_echo

Echo back input for testing purposes

testing echo internal

claude_code_generation

Generate code from natural language descriptions using Claude

code_generation coding anthropic

claude_code_analysis

Analyze code structure, quality, and suggest improvements

code_analysis code_review anthropic

claude_text_analysis

Analyze and summarize text content

text_summarization text_analysis anthropic

claude_general

General-purpose Claude assistant for various tasks

general chat reasoning anthropic

6-Module Architecture

Core Orchestrator

89 tests

Config Engine

106 tests

Observability

110 tests

Dashboard API

84 tests

Learning Layer

107 tests

Infrastructure

Docker

Core: 496 tests passing

Extended Modules

AI Assistant Integration

Multi-provider routing for OpenAI, Gemini, and Claude with health monitoring and feedback collection.

projects02 189 tests

MCP Meta-Router

Route tasks to external MCP servers (browser-mcp, paaf, research-agent) with unified tool discovery.

projects03 226 tests