Monitor and verify AI orchestration system health, model configurations, and capability test outcomes to ensure system readiness and aid in debugging processes.
114,452 tools. Last updated 2026-04-21 13:02
- Search the A2ASearch directory to find AI agents, MCP servers, CLI tools, and agent skills by query and type filtering.MIT
- Send queries to Google's Gemini AI via CLI to get AI-generated responses with configurable model, directory, and timeout settings.MIT
- Configure AI voice agent settings for phone numbers including models, voices, system prompts, webhooks, tools, and call handling parameters.MIT
- Configure CLI routing settings to manage backend selection, simulate routing predictions, and review runtime logs for local LLM-enhanced tools.ISC
- Browse pipeline templates for multi-step AI orchestration across 20+ providers with automatic model routing, cost control, and fallback chains.MIT
Matching MCP Servers
- AsecurityFlicenseAqualityA TypeScript MCP server for launching, tracking, and managing external coding-agent runs across local and remote backends like Codex and Claude Code. It allows top-level agents to orchestrate subagents through tools for spawning tasks, polling events, and handling interactive sessions.Last updated71
- -securityFlicense-qualityA multi-agent runtime that coordinates six specialized agents through a typed artifact pipeline with 41 RPC methods. It features dynamic autonomy levels and context sufficiency scoring that adjust agent behavior based on the operator's state and task requirements.Last updated
Matching MCP Connectors
AI orchestration for computational chemistry and HPC workflows.
A simple Typescript MCP server built using the official MCP Typescript SDK and smithery/cli. This…
- Run environment and configuration checks for Codex CLI, Git, and filesystem to ensure proper setup before coding tasks.
- Retrieve detailed SAP AI Core documentation for specific topics like Model Training, Deployment, or Configuration to access technical information and guidance.
- Generate configuration files for AI development tools like Claude, Cursor, and VS Code to implement standardized naming conventions in microservices projects.MIT
- Execute CLI tasks through OpenCode or Copilot orchestration for automated workflow management within your local development environment.ISC
- Check Ludus MCP server and API connectivity to verify health status, version information, available tools, and configuration sources.MIT
- Verify Railway CLI installation and login status to ensure proper setup before using Railway cloud platform tools.MIT
- Send queries to Gemini AI with file context for analysis, using the official CLI to process documents alongside prompts.MIT
- Retrieve the current agent configuration to view active projects, available tools, contexts, and operational modes.MIT
- Retrieve tracked AI model channels with stable identifiers, current active models, and status information for consistent model management.MIT
- List available AI models with capabilities and pricing to check valid model IDs before testing. Filter by provider to identify cost-effective options for workflow orchestration.
- Add a new AI model to the Enkrypt AI MCP Server by providing configuration details, including model name, version, provider, and API key.Apache 2.0
- Verify server status and Gemini CLI configuration to troubleshoot connection issues or confirm setup. Optionally include detailed diagnostics.Mozilla Public 2.0
- Manage configuration settings for AI persona management in DollhouseMCP, including getting, setting, resetting, exporting, and importing settings.AGPL 3.0
- Retrieve the current agent configuration, including active projects, available tools, contexts, and operational modes.MIT
- Retrieve detailed configuration for a BotUyo AI agent, including identity settings, conversation stages, and enabled tools, using the agent's unique ID.MIT
- Manage configuration settings for AI persona management in DollhouseMCP, including getting, setting, resetting, and importing/exporting configuration data.AGPL 3.0
- Send prompts to Grok AI models through CLI to get text responses, with options for raw output and model selection.MIT
- Execute IOTA CLI commands for blockchain operations not handled by specialized tools, enabling direct interaction with the IOTA network.
- Configure AI model provider integrations like OpenAI or Anthropic in Portkey by setting up name, credentials, rate limits, and usage controls.MIT
- Retrieve current configuration details for the Draw Things app, including active model and settings, to manage image generation workflows.MIT
- View active Kiro CLI sessions to manage multiple project workflows and monitor running processes for better orchestration.MIT
- Integrate a URL-based chatbot model into the Enkrypt AI MCP Server by providing a configuration dictionary with model details, including URL, name, and version, for streamlined AI safety analysis.Apache 2.0
- Retrieve the current agent configuration, including active projects, available tools, contexts, and operational modes.MIT
- Verify Azure CLI installation and authentication status to ensure proper configuration for Azure DevOps workflows and container deployments.
- Manage AI model configurations for task generation and research operations in Task Master. Set primary, fallback, and research models, or list available models with cost details for optimized task execution.
- Access connection instructions for the pAIchart MCP Hub to integrate with its 11 services and 39+ tools using per-user authentication and workflow orchestration capabilities.MIT
- Format and optimize prompts for specific AI models by applying model-specific syntax and parameters to improve prompt effectiveness.MIT
- Generate code or text using Claude AI models with configurable retry logic, model selection, and structured output formats for development tasks.MIT
- Find AI developer tools by category, popularity, or keyword to identify suitable options for your projects.MIT
- Send chat messages to Kiro CLI for AI responses with session management, process pooling, and multi-project workflow support.MIT
- Configure AI provider settings to enhance root cause analysis in the Coroot observability platform by updating API keys and model selections.MIT
- Retrieve detailed metadata, files, and configuration for any model on the Hugging Face Hub by specifying its repository ID, enabling comprehensive exploration and analysis.
- Find and register available CLI agents on your system to enable intelligent task delegation through specialized tools.MIT
- Create a knowledge base with embedding model configuration for semantic search and data organization in MindsDB MySQL MCP Server.
- Apply a predefined toolset configuration to filter and access tools efficiently within the Hypertool-MCP server.TypeScript
- Execute Codex CLI commands for AI-assisted coding tasks like code generation, analysis, and refactoring with session management and reasoning depth control.
- Analyze AI model usage and costs over time to track spending and optimize resource allocation.
- Retrieve the current orchestration configuration for a specific application environment in Alibaba Cloud DevOps to manage deployment workflows.Apache 2.0
- Query a local AI model through Ollama to get reasoning assistance for architectural prompts, with customizable model and temperature settings.
- Enable AI-driven collaboration with automatic model switching and context optimization for advanced, multi-model conversational workflows.
- Retrieve the QIT configuration directory path to access testing tools for WordPress/WooCommerce plugins.MIT
- Check orchestration status for workflows and connectors to monitor runs and their current state in the CDP platform.
- Update AI configuration settings including name, API URL, model selection, and enablement status for Dokploy's self-hosted PaaS infrastructure.MIT
- Execute Google Gemini CLI commands for AI-powered coding assistance with multi-turn conversation support and model selection.
- Download and set a Whisper AI model for audio transcription in Audacity, allowing users to choose between speed and accuracy options for their transcription needs.Apache 2.0