A server for orchestrating and validating AI agents

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A server for orchestrating and validating AI agents

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Why this server?
Orchestrates coding agents with enforced review checkpoints at each commit, ensuring double-check through user approval.
mcp-micromanage
Coding Agents Developer Tools Autonomous Agents
Durable-Technology
A
license
-
quality
C
maintenance
Controls coding agents by enforcing structured implementation plans with PRs and commits as work units, requiring user review at each commit checkpoint to prevent agents from going off track. Includes a visualization dashboard for tracking progress in real-time.
Last updated 2025-05-05
55
1
MIT
Why this server?
Orchestrates agent workflows with phase gate enforcement requiring evidence before advancing, providing double-check via state validation.
morpheus-mcp
Developer Tools Autonomous Agents Project Management
evo-hydra
A
license
A
quality
C
maintenance
Provides plan state management and phase gate enforcement for AI development loops. It tracks task progress and coordinates the lifecycle of agents by requiring specific evidence before advancing through development phases.
Last updated 2026-04-18
10
MIT
Why this server?
Governs agents with pre-execution hold queues and policy enforcement, acting as a double-check before actions execute.
promptspeak-mcp-server
Autonomous Agents Security App Automation
chrbailey
A
license
B
quality
F
maintenance
Pre-execution governance for AI agents. 45 MCP tools for hold queues, audit trails, risk scoring, and policy enforcement. Validates agent actions before they execute.
Last updated 2026-04-20
45
41
MIT
Why this server?
Provides policy-based access control and compliance monitoring to double-check and govern agent behavior.
PolicyGuard
Security Autonomous Agents Monitoring
PrateekKumar1709
F
license
A
quality
C
maintenance
Provides policy-based access control, incident tracking, and compliance monitoring to govern AI agent behavior. It enables organizations to enforce security rules and maintain audit trails by validating agent actions against trust levels and pattern-based policies.
Last updated 2026-03-07
6
Why this server?
Offers runtime security scanning and audit trails to double-check agent calls for injection and policy violations.
aegis
Agent Orchestration Autonomous Agents Security
Acacian
A
license
A
quality
A
maintenance
Policy-based governance for AI agent tool calls. YAML policies, approval gates, risk assessment, and audit logging across LangChain, OpenAI, Anthropic, and MCP.
Last updated 2026-05-05
5
9
MIT
Why this server?
Central orchestration platform for managing and coordinating multiple AI agents.
MCP Orchestration System
Agent Orchestration Autonomous Agents Developer Tools
tensorwhiz141
F
license
-
quality
C
maintenance
A master control platform that orchestrates intelligent agents with a plug-and-play architecture, allowing users to manage and coordinate multiple AI agents through a unified system.
Last updated 2025-07-02
Why this server?
Coordinates up to 64 parallel expert agents with intelligent task routing for complex orchestration.
Orchestrator MCP Server
Agent Orchestration Autonomous Agents Developer Tools
eroslifestyle
A
license
-
quality
C
maintenance
Coordinates up to 64 parallel expert agents for complex multi-agent orchestration and intelligent task routing within Claude Code. It enables users to analyze requests, manage hierarchical execution plans, and monitor active orchestration sessions.
Last updated 2026-04-10
MIT
Why this server?
Declarative orchestration of multiple AI coding agents to automate development workflows.
Bernstein - Multi-agent
Coding Agents Autonomous Agents Developer Tools
sipyourdrink-ltd
A
license
A
quality
A
maintenance
Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.
Last updated 2026-05-23
9
446
Apache 2.0
Why this server?
Coordinates specialized agents with self-healing capabilities for autonomous software engineering.
Multi Agent Orchestrator MCP
Agent Orchestration Autonomous Agents Developer Tools
ssdeanx
A
license
-
quality
C
maintenance
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to plan, build, test, and deploy applications with self-healing capabilities, authentication, and analytics for autonomous software engineering workflows.
Last updated 2025-12-08
1
MIT