MCP For Claude Marketplace
Agent Role Conflict Detector

Agent Role Conflict Detector MCP Connector for Claude

A+

Detects overlapping responsibilities and role conflicts in multi-agent teams.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server identifies friction within multi-agent orchestration systems like CrewAI. It detects redundant responsibilities by calculating overlap scores for agent goals, toolsets, and backstories. Use analyze_agent_team to scan an entire group, check_agent_pair_conflict to compare two specific agents, or get_tool_redundancy_map to find which tools are causing the most overlap. It helps prevent wasted tokens and conflicting outputs by suggesting whether to merge or differentiate agent roles.

crewaiagent-designconflict-detectionmulti-agentoptimization

3 tools expose this connector's capabilities to your AI agent.

get_tool_redundancy_map

Provide a JSON string of agent definitions. Identifies which specific tools are causing the most overlap within a team

analyze_agent_team

Provide a JSON string of agent definitions. Performs a comprehensive conflict analysis across an entire group of agents

check_agent_pair_conflict

Ensure both agents are provided as JSON strings. Investigates the relationship between exactly two agents to determine if they are redundant

See how to talk to your AI agent using Agent Role Conflict Detector.

Analyze this team for conflicts: [{'agentId': 'researcher', 'role': 'Researcher', 'goal': 'Find facts', 'backstory': 'Expert in data', 'allowedTools': ['search']}, {'agentId': 'analyst', 'role': 'Analyst', 'goal': 'Find facts', 'backstory': 'Expert in data', 'allowedTools': ['search']}]

{"hasConflicts": true, "conflictPairs": [{"agentIdA": "researcher", "agentIdB": "analyst", "goalOverlap": 1.0, "toolOverlap": 1.0, "backstoryOverlap": 1.0}], "resolutionSuggestions": ["Merge these agents"]}

Check if these two agents are redundant: Agent A (Goal: 'Write code', Tools: ['python']) and Agent B (Goal: 'Write code', Tools: ['python'])

{"isConflicting": true, "scores": {"goalOverlap": 1.0, "toolOverlap": 1.0, "backstoryOverlap": 0.0}, "suggestion": "Merge these agents"}

Which tools are causing overlap in my agent team?

{"redundantTools": [{"toolName": "web_search", "agentCount": 3, "agentIds": ["agent_1", "agent_2", "agent_3"]}]}

The server uses deterministic set math to calculate Jaccard similarity for agent goals, toolsets, and backstories. If any score exceeds your defined threshold, a conflict is flagged.

Related Connectors

Repetition Pattern Detector

Repetition Pattern Detector MCP

3 tools Official

Detects redundant linguistic patterns and calculates text compression metrics.

A+ View details →
Agent DAG Scheduler

Agent DAG Scheduler MCP

3 tools Official

A deterministic engine for calculating execution order and scheduling metrics for multi-agent workflows.

A+ View details →
Inversion Thinking Prover

Inversion Thinking Prover MCP

1 tools Official

AI agents are sycophantic. They agree with your bad ideas. This engine forces a 6-pivot cognitive trap: agents must destroy their own hypotheses, define measurable kill criteria, and simulate post-mortem failures before executing code.

A+ View details →
Agent Tool Selection Router

Agent Tool Selection Router MCP

3 tools Official

A deterministic engine for selecting and sequencing optimal tools for AI agents.

A+ View details →