Balanced class groups and teams with a real MILP solver: mixed fields, together/apart rules.
Connect Remote server
claude mcp add --transport http balanced-group-maker https://group-maker.kindoflost.com/mcp
{
"mcpServers": {
"balanced-group-maker": {
"url": "https://group-maker.kindoflost.com/mcp"
}
}
}
{
"servers": {
"balanced-group-maker": {
"type": "http",
"url": "https://group-maker.kindoflost.com/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://group-maker.kindoflost.com/mcp
Tools 4 found in our last check
check_requestDescribe what the user wants in plain words and get back whether this server can do it, which limits it would hit, and the closest thing it CAN do. Instant, no solve. Use it when unsure the tool fits (seating charts, tournament brackets, round-robin schedules, random draws, repe…
get_group_exampleReturn the full input JSON of one example, in exactly the shape make_groups accepts: 'classroom' = 30 students, 6 groups, together and apart codes, categorical and numeric fields, blanks; 'teams' = 20 colleagues in 4 teams balanced on a numeric skill and a role. Edit it (people,…
make_groupsSplit people into balanced groups with a MILP solver and return each group's members, a per-group summary of every field, the overall mix, a balance score per field (100 = perfectly balanced), notes and warnings. Give `groups` (a number of groups; sizes then differ by at most 1)…
get_group_resultFetch the result of a make_groups job that returned status 'running'. Waits up to wait_seconds; call again while status is 'running'. Jobs expire 15 minutes after they finish.
Details
| Endpoint | https://group-maker.kindoflost.com/mcp (Streamable HTTP) |
| First published | 11 Nov 2026 |
| Last updated | 11 Nov 2026 |
| Registry name | com.kindoflost.group-maker/balanced-group-maker |
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