Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Certificate changed, valid to 2026-12-27
Changed the definition of "pysr_run", "pysr_uncertainty" and "sindy_run"
⟨420 unchanged words⟩ ], [1.0], [2.0], [3.0], [4.0]], y=[1.0, 3.0, 5.0, 7.0, 9.0], feature_names=["x"], max_complexity=10, timeout_seconds=15 ⟨7 unchanged words⟩
⟨11 unchanged words⟩ an observation, each column is a feature. Minimum 5 rows. Free tier: 100 rows, 8 features. Paid tier: up to 50,000 rows, 20 features.","examples":[[[0],[1],[2],[3],[4]]],"items":{"items":{"type":"number"},"type":"array"},"minItems":5,"title":"X","type":"array"}, ⟨459 unchanged words⟩ values, one per row of X.","examples":[[1.02,2.97,5.01,7.03,8.98]],"items":{"type":"number"},"minItems":5,"title":"Y","type":"array" ⟨7 unchanged words⟩
⟨11 unchanged words⟩ an observation, each column is a feature. Minimum 5 rows. Free tier: 100 rows, 8 features. Paid tier: up to 50,000 rows, 20 features.","examples":[[[0],[1],[2],[3],[4]]],"items":{"items":{"type":"number"},"type":"array"},"minItems":5,"title":"X","type":"array"}, ⟨52 unchanged words⟩ the 2 in x**2) stay structural.","examples":["2.0*x0 + 1.0"],"title":"Expression","type":"string"}, ⟨98 unchanged words⟩ values, one per row of X.","examples":[[1.02,2.97,5.01,7.03,8.98]],"items":{"type":"number"},"minItems":5,"title":"Y","type":"array" ⟨66 unchanged words⟩
⟨13 unchanged words⟩ timestep, each column is a state variable. Minimum 3 rows (finite-difference derivative). Free tier: 100 rows, 8 variables. Paid tier: up to 500,000 rows, 50 variables.","examples":[[[1,0],[0.9553,-0.2955],[0.8253,-0.5646],[0.6216,-0.7833],[0.3624,-0.932],[0.0707,-0.9975],[-0.2272,-0.9738],[-0.5048,-0.8632],[-0.7374,-0.6755],[-0.9041,-0.4274],[-0.99,-0.1411],[-0.9875,0.1577]]],"items":{"items":{"type":"number"},"type":"array"},"minItems":3,"title":"Data","type":"array"}, ⟨185 unchanged words⟩ of data. Length must match row count.","examples":[[0,0.3,0.6,0.9,1.2,1.5,1.8,2.1,2.4,2.7,3,3.3]],"items":{"type":"number"},"minItems":3,"title":"T","type":"array" ⟨27 unchanged words⟩
Certificate recorded, valid to 2026-10-28
Authorization not required
First tool surface recorded: 4 tools (server version 0.1.1)
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