MCP For Claude Marketplace
Community Mentor Match Plan

Community Mentor Match Plan MCP Connector for Claude

A+

Generates structured mentorship engagement plans by evaluating mentee goals against mentor profiles and safeguarding rules.

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

This MCP server acts as a specialized coordination engine for mentorship programs. It uses generate_match_plan to produce prioritized mentor pairings and engagement roadmaps, validate_safeguarding to ensure all matches meet strict safety protocols, calculate_cadence to suggest optimal meeting frequencies, and get_introduction_agenda to create customized discussion guides for initial meetings. It is designed to enforce program-specific constraints and safeguarding rules automatically.

mentorshipmatchingsafeguardingplanningcoordination

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

generate_match_plan

Evaluates all inputs to produce a prioritized list of mentor candidates and a structured engagement roadmap

get_introduction_agenda

Generates a customized discussion guide for the first meeting between a matched pair

validate_safeguarding

Performs a standalone check to ensure a specific mentor-mentee pairing does not violate any safety or program protocols

calculate_cadence

Suggests an optimal meeting schedule based on the intensity of the mentee's objectives

See how to talk to your AI agent using Community Mentor Match Plan.

Generate a match plan for a mentee interested in learning Python, given a list of mentors and a bi-weekly availability.

The prioritized match plan includes Mentor Alice (Score: 0.95) and Mentor Bob (Score: 0.82). The engagement roadmap suggests a 12-week period with bi-weekly sessions.

What is the recommended meeting cadence for an intensive 8-week mentorship?

For an intensive 8-week period, the recommended cadence is weekly sessions lasting 60 minutes each, totaling 8 sessions.

Create an introduction agenda for a professional mentorship focused on leadership.

The agenda includes: 1. Goal Alignment (Reviewing leadership objectives), 2. Boundary Setting (Communication channels and frequency), and 3. Expectations (Success metrics).

The engine uses `generate_match_plan` to evaluate mentee goals, mentor expertise, and availability while strictly adhering to mandatory program rules.

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