How is match coverage calculated?

The `analyze_match_coverage` tool calculates coverage by comparing the unique skill requirements of all startups against the skills provided by assigned mentors.

Can I check if a mentor is over-leveraged?

Yes, use the `calculate_utilization_rate` tool to measure mentor hour allocation and ensure workload balance across the cohort.

What factors influence the match quality score?

The `evaluate_match_quality` tool determines the score based on the intersection of mentor expertise with startup needs and the alignment of the mentor's experience with the startup's current stage.

Accelerator Mentor Match MCP Connector for Claude

A+

Evaluates mentor-startup matching effectiveness using expertise, capacity, and stage alignment.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a specialized matching engine for accelerator programs. It analyzes how effectively mentors are paired with startups by evaluating expertise alignment, stage compatibility, and capacity constraints. Use analyze_match_coverage to see if the mentor pool meets cohort needs, calculate_utilization_rate to monitor mentor workload, and evaluate_match_quality to get granular scores on specific pairings.

acceleratormentorshipmatchingcohort-managementresource-allocation

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_20phNeormGQUqEuEuOZY51qFatUpfRT4rfvGwoNk/mcp

② Claude Code (terminal)

claude mcp add --transport http accelerator-mentor-match https://edge.vinkius.com/vk_preview_20phNeormGQUqEuEuOZY51qFatUpfRT4rfvGwoNk/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "accelerator-mentor-match": {
      "url": "https://edge.vinkius.com/vk_preview_20phNeormGQUqEuEuOZY51qFatUpfRT4rfvGwoNk/mcp"
    }
  }
}

Get full access on Vinkius

The preview token above works for testing. Powered by Vinkius.