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Decisionmatrix MCP

io.github.inity13/decisionmatrix-mcp

Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.

Yes, your AI can use this right now.Answered a live MCP handshake in 169 ms with no sign-in needed and exposes 6 tools.

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URL: https://decisionmatrix-mcp.pages.dev/mcp

6 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
create_decision

Rank named options against weighted criteria and return the winner, full ranking, per-criterion score breakdowns, methodology, the weights used, and a plain-language explanation. This is the main tool. Provide options, criteria [{name, weight, direction}], and a scores matrix. method defaults to weighted_sum (also: weighted_product, topsis). 100% deterministic.

score_options

Score options against criteria when the score matrix is supplied separately. Returns the full normalized scored matrix (per-option, per-criterion) plus a ranking, without the narrative winner explanation. Use create_decision if you want a winner + explanation.

sensitivity_analysis

Test how robust the winner is to changes in criteria weights. Sweeps each criterion's weight +/- 'variation' (default 0.2 = 20%) over 'steps' (default 10) increments, recomputes the ranking, and reports a robustness score, which criteria are most likely to flip the result, and the flip points.

compare_two

Direct head-to-head comparison of exactly two options. Returns the winner, the score margin, how many criteria each option wins, and a per-criterion breakdown of who each criterion favours. Pass option_a and option_b (names) or a 2-element options array, plus criteria and scores.

list_methods

List the available scoring methods (weighted_sum, weighted_product, topsis) with descriptions, normalization details, score ranges, and when to use each. No parameters.

health_check

Server health, version, and capabilities. No parameters.

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