How does the matching logic work?

The system uses the `match_tasks` tool to pair tasks with agents. An agent is only eligible if they possess every capability required by the task. The match score is then calculated based on capability alignment and current agent load.

How can I check if my agent pool is overloaded?

You can use the `validate_system_health` tool. It flags the system as unhealthy if more than 20% of tasks are unassigned or if any agent's load exceeds 95%.

What are the available matching strategies?

The server supports three strategies: GREEDY for fast local optimization, HUNGARIAN for global optimal matching, and PRIORITY_WEIGHTED to respect task importance.

Agent Capability Matcher MCP Connector for Claude

A+

Optimizes task assignment to agents using capability matching and load balancing.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides deterministic bipartite matching to connect tasks with the most suitable agents. It uses strategies like greedy, hungarian, and priority-weighted to ensure tasks are assigned to agents possessing all required capabilities while maintaining optimal workload distribution. Use match_tasks to perform assignments, validate_system_health to monitor unassigned ratios and agent loads, and get_capability_stats to analyze skill coverage across your agent pool.

matchingload-balancingbipartiteschedulingcapabilities

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_ksBlmiSpAX79YJ4qEqyAk4ehNCsTLaukhvhpCJ0H/mcp

② Claude Code (terminal)

claude mcp add --transport http agent-capability-matcher https://edge.vinkius.com/vk_preview_ksBlmiSpAX79YJ4qEqyAk4ehNCsTLaukhvhpCJ0H/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "agent-capability-matcher": {
      "url": "https://edge.vinkius.com/vk_preview_ksBlmiSpAX79YJ4qEqyAk4ehNCsTLaukhvhpCJ0H/mcp"
    }
  }
}

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