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by Mert Düzgün
MCP servers/AI & LLM Tools
rinadelph avatar

Agent

rinadelph/agent-mcp

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
View on GitHubSave

Tools

12 tools

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 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.

Sponsors

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Readme

Agent-MCP

Ask DeepWiki

🚀 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.

Agent Network Visualization

View the full README on GitHub

Details

Repository
github.com/rinadelph/agent-mcp
Category
AI & LLM Tools

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