Release 0.3.10: fit_time_series + demo gallery wave 2

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

Author: vosesoft

CHANGELOG.md

@@ -4,6 +4,12 @@ All notable changes to ModelRisk MCP. Follows [Keep a Changelog](https://keepach
 
 ## [Unreleased]
 
+## [0.3.10] — 2026-07-05
+
+### Demo gallery wave 2 — full use-case coverage
+
+Four new demo workbooks close the last coverage gaps (each live-tested end-to-end): **12** fit a time series from history and project with uncertainty (`fit_time_series`, `read_vmrs`); **13** compare two suppliers under uncertainty — rank correlation of their histories, then P(A beats B) and stochastic dominance (`compare_distributions`, `compute_correlation_matrix`); **14** backtest an overconfident forecast against actuals — PIT and coverage receipts (`backtest_output`); **15** epistemic vs aleatory — more data or more capital? (`decompose_uncertainty`). Gallery: 15 demos + index, all recalculating error-free in real Excel.
+
 ### `fit_time_series` — the deferred capability, unblocked and shipped
 
 New analysis tool: fit **time-series models** to a historical range and rank them by AIC/SIC/HQIC — GBM (plus mean-reverting / jump-diffusion / seasonal variants), AR1/AR2, MA1/MA2, ARMA, ARCH/GARCH/EGARCH — then optionally CSE-enter the best model's projection (`VoseTime<Family>Fit(...)`, one period per cell) into a target range, so every simulated path carries the fitted dynamics period to period.

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "modelrisk-mcp"
-version = "0.3.9"
+version = "0.3.10"
 description = "Open MCP server bridging Anthropic Claude (and any MCP-compatible client) with the ModelRisk Excel add-in."
 readme = "README.md"
 requires-python = ">=3.11"

server.json

@@ -3,12 +3,12 @@
   "name": "io.github.vosesoftware/modelrisk-mcp",
   "title": "ModelRisk",
   "description": "Read, build, fit, and run Monte Carlo risk models in Excel through Vose Software's ModelRisk.",
-  "version": "0.3.9",
+  "version": "0.3.10",
   "packages": [
     {
       "registryType": "pypi",
       "identifier": "modelrisk-mcp",
-      "version": "0.3.9",
+      "version": "0.3.10",
       "transport": {
         "type": "stdio"
       }

src/modelrisk_mcp/__init__.py

@@ -1 +1 @@
-__version__ = "0.3.9"
+__version__ = "0.3.10"