Agent
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.
- GitHub stars
- 1.2K
- tools
- 12
- last updated
- Mar 9, 2026
Tools
12 toolsPublic 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 status
View all active agents and their status
No parameter schema in public metadata yet.
terminate_agentSafely shut down agents
Safely shut down agents
No parameter schema in public metadata yet.
assign_taskDelegate work to specific agents
Delegate work to specific agents
No parameter schema in public metadata yet.
view_tasksMonitor task progress and dependencies
Monitor task progress and dependencies
No parameter schema in public metadata yet.
update_task_statusTrack completion and blockers
Track completion and blockers
No parameter schema in public metadata yet.
ask_project_ragQuery the persistent knowledge graph
Query the persistent knowledge graph
No parameter schema in public metadata yet.
update_project_contextAdd architectural decisions and patterns
Add architectural decisions and patterns
No parameter schema in public metadata yet.
view_project_contextAccess stored project information
Access stored project information
No parameter schema in public metadata yet.
send_agent_messageDirect messaging between agents
Direct messaging between agents
No parameter schema in public metadata yet.
broadcast_messageSend updates to all agents
Send updates to all agents
No parameter schema in public metadata yet.
request_assistanceEscalate complex issues
Escalate complex issues
No parameter schema in public metadata yet.
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Agent-MCP
🚀 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.
Details
- Repository
- github.com/rinadelph/agent-mcp
- Category
- AI & LLM Tools
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