
Agent-MCP provides a multi-agent orchestration framework that enables coordinated AI software development through shared persistent memory, parallel task execution, and real-time visualization of agent collaboration. The server offers core capabilities including a knowledge graph for maintaining project context across sessions, intelligent task management for distributing work among specialized agents, and a dashboard for monitoring agent status and inter-agent communications. It solves the limitations of single-agent AI development by preventing context loss, enabling parallel execution across large codebases, and allowing specialized agents to work simultaneously without confusion or rework.
Public tool metadata for what this MCP can expose to an agent.
create_agentSpawn specialized agents (backend, frontend, testing, etc.)Spawn specialized agents (backend, frontend, testing, etc.)
No parameter schema in public metadata yet.
list_agentsView all active agents and their statusView all active agents and their status
No parameter schema in public metadata yet.
terminate_agentSafely shut down agentsSafely shut down agents
No parameter schema in public metadata yet.
assign_taskDelegate work to specific agentsDelegate work to specific agents
No parameter schema in public metadata yet.
view_tasksMonitor task progress and dependenciesMonitor task progress and dependencies
No parameter schema in public metadata yet.
update_task_statusTrack completion and blockersTrack completion and blockers
No parameter schema in public metadata yet.
ask_project_ragQuery the persistent knowledge graphQuery the persistent knowledge graph
No parameter schema in public metadata yet.
update_project_contextAdd architectural decisions and patternsAdd architectural decisions and patterns
No parameter schema in public metadata yet.
view_project_contextAccess stored project informationAccess stored project information
No parameter schema in public metadata yet.
send_agent_messageDirect messaging between agentsDirect messaging between agents
No parameter schema in public metadata yet.
broadcast_messageSend updates to all agentsSend updates to all agents
No parameter schema in public metadata yet.
request_assistanceEscalate complex issuesEscalate complex issues
No parameter schema in public metadata yet.
Sponsors
🚀 Advanced Tool Notice: This framework is designed for experienced AI developers who need sophisticated multi-agent orchestration capabilities. Agent-MCP requires familiarity with AI coding workflows, MCP protocols, and distributed systems concepts. We're actively working to improve documentation and ease of use. If you're new to AI-assisted development, consider starting with simpler tools and returning when you need advanced multi-agent capabilities.
💬 Join the Community: Connect with us on Discord to get help, share experiences, and collaborate with other developers building multi-agent systems.
Multi-Agent Collaboration Protocol for coordinated AI software development.