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Genome Industrial Intelligence

by io.github.rdcahalane

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Industrial intelligence for AI agents. Conviction scores and diligence for 10,000+ industrials.

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Status: Unhealthy
Uptime: 0.0% over 37 days
Last Tested: 2026-09-23 18:59
Transport: Streamable HTTP
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TDQS

A3.8/5.0

Scored 2026-05-10 05:15 across 9 tools

Disambiguation5/5

Each tool targets a distinct type of information (natural language queries, company diligence, macro regime, investment signals, etc.) with no functional overlap, making it easy for an agent to select the correct tool.

Naming Consistency4/5

Eight of nine tools follow a consistent 'get_' prefix for retrieving data, while 'ask_genome' uses a different verb ('ask'). This minor deviation is still clear but breaks uniformity.

Tool Count5/5

Nine tools is well-scoped for an industrial intelligence server, covering key areas without being overwhelming or sparse.

Completeness5/5

The tool set comprehensively covers the domain: macro context, company fundamentals, supply chain, signals, screening, and natural language queries. No obvious gaps for a read-only intelligence service.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

9 tool updatesMay 16, 2026

Changedask_genome1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "answer": {
+      "type": "string"
+    },
+    "sources": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "tickers_referenced": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "answer"
+  ],
+  "type": "object"
+}

Changedget_diligence2 fields changed

addedInput schema / properties / format

Added value: +{
+  "description": "Output format: 'full' (default) or 'json_compact' for token-efficient agent use",
+  "type": "string"
+}

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "conviction": {
+      "type": "number"
+    },
+    "sections": {
+      "properties": {
+        "diligence_questions": {
+          "type": "array"
+        },
+        "financial_signals": {
+          "type": "object"
+        },
+        "leadership": {
+          "type": "object"
+        },
+        "operational_genome": {
+          "type": "object"
+        },
+        "risk_flags": {
+          "type": "array"
+        },
+        "supply_chain": {
+          "type": "object"
+        }
+      },
+      "type": "object"
+    },
+    "signal": {
+      "type": "string"
+    },
+    "ticker": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "ticker",
+    "conviction",
+    "signal"
+  ],
+  "type": "object"
+}

Changedget_ecl1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "regime": {
+      "type": "string"
+    },
+    "scores": {
+      "properties": {
+        "CPI": {
+          "type": "number"
+        },
+        "DCS": {
+          "type": "number"
+        },
+        "DCSI": {
+          "type": "number"
+        },
+        "DLPS": {
+          "type": "number"
+        },
+        "EPI": {
+          "type": "number"
+        },
+        "LPI": {
+          "type": "number"
+        },
+        "ROC": {
+          "type": "number"
+        }
+      },
+      "type": "object"
+    }
+  },
+  "required": [
+    "regime",
+    "scores"
+  ],
+  "type": "object"
+}

Changedget_horizons1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "divergence": {
+      "type": "string"
+    },
+    "horizons": {
+      "properties": {
+        "12M": {
+          "properties": {
+            "archetype": {
+              "type": "string"
+            },
+            "conviction": {
+              "description": "Conviction score from -1.0 to +1.0",
+              "type": "number"
+            },
+            "ecl": {
+              "description": "External Constraint Layer macro scores",
+              "type": "object"
+            },
+            "options_structure": {
+              "type": "string"
+            },
+            "signal": {
+              "enum": [
+                "STRONG_BUY",
+                "BUY",
+                "WATCH",
+                "NEUTRAL",
+                "SELL",
+                "STRONG_SELL",
+                "EARLY_WARNING"
+              ],
+              "type": "string"
+            },
+            "ticker": {
+              "type": "string"
+            },
+            "trajectory": {
+              "enum": [
+                "improving",
+                "stable",
+                "deteriorating"
+              ],
+              "type": "string"
+            }
+          },
+          "required": [
+            "ticker",
+            "signal",
+            "conviction"
+          ],
+          "type": "object"
+        },
+        "3M": {
+          "properties": {
+            "archetype": {
+              "type": "string"
+            },
+            "conviction": {
+              "description": "Conviction score from -1.0 to +1.0",
+              "type": "number"
+            },
+            "ecl": {
+              "description": "External Constraint Layer macro scores",
+              "type": "object"
+            },
+            "options_structure": {
+              "type": "string"
+            },
+            "signal": {
+              "enum": [
+                "STRONG_BUY",
+                "BUY",
+                "WATCH",
+                "NEUTRAL",
+                "SELL",
+                "STRONG_SELL",
+                "EARLY_WARNING"
+              ],
+              "type": "string"
+            },
+            "ticker": {
+              "type": "string"
+            },
+            "trajectory": {
+              "enum": [
+                "improving",
+                "stable",
+                "deteriorating"
+              ],
+              "type": "string"
+            }
+          },
+          "required": [
+            "ticker",
+            "signal",
+            "conviction"
+          ],
+          "type": "object"
+        },
+        "6M": {
+          "properties": {
+            "archetype": {
+              "type": "string"
+            },
+            "conviction": {
+              "description": "Conviction score from -1.0 to +1.0",
+              "type": "number"
+            },
+            "ecl": {
+              "description": "External Constraint Layer macro scores",
+              "type": "object"
+            },
+            "options_structure": {
+              "type": "string"
+            },
+            "signal": {
+              "enum": [
+                "STRONG_BUY",
+                "BUY",
+                "WATCH",
+                "NEUTRAL",
+                "SELL",
+                "STRONG_SELL",
+                "EARLY_WARNING"
+              ],
+              "type": "string"
+            },
+            "ticker": {
+              "type": "string"
+            },
+            "trajectory": {
+              "enum": [
+                "improving",
+                "stable",
+                "deteriorating"
+              ],
+              "type": "string"
+            }
+          },
+          "required": [
+            "ticker",
+            "signal",
+            "conviction"
+          ],
+          "type": "object"
+        }
+      },
+      "type": "object"
+    },
+    "ticker": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "ticker",
+    "horizons"
+  ],
+  "type": "object"
+}

Changedget_pfsl1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "capex_intensity": {
+      "type": "number"
+    },
+    "composite": {
+      "type": "number"
+    },
+    "demand_velocity": {
+      "type": "number"
+    },
+    "labor_talent": {
+      "type": "number"
+    },
+    "narrative_shift": {
+      "type": "number"
+    },
+    "operational_stress": {
+      "type": "number"
+    },
+    "ticker": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "ticker"
+  ],
+  "type": "object"
+}

Changedget_regime1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "description": {
+      "type": "string"
+    },
+    "key_drivers": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "regime": {
+      "type": "string"
+    },
+    "roc_multiplier": {
+      "type": "number"
+    }
+  },
+  "required": [
+    "regime"
+  ],
+  "type": "object"
+}

Changedget_screener1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "count": {
+      "type": "integer"
+    },
+    "regime": {
+      "type": "string"
+    },
+    "signals": {
+      "items": {
+        "properties": {
+          "archetype": {
+            "type": "string"
+          },
+          "conviction": {
+            "description": "Conviction score from -1.0 to +1.0",
+            "type": "number"
+          },
+          "ecl": {
+            "description": "External Constraint Layer macro scores",
+            "type": "object"
+          },
+          "options_structure": {
+            "type": "string"
+          },
+          "signal": {
+            "enum": [
+              "STRONG_BUY",
+              "BUY",
+              "WATCH",
+              "NEUTRAL",
+              "SELL",
+              "STRONG_SELL",
+              "EARLY_WARNING"
+            ],
+            "type": "string"
+          },
+          "ticker": {
+            "type": "string"
+          },
+          "trajectory": {
+            "enum": [
+              "improving",
+              "stable",
+              "deteriorating"
+            ],
+            "type": "string"
+          }
+        },
+        "required": [
+          "ticker",
+          "signal",
+          "conviction"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "signals"
+  ],
+  "type": "object"
+}

Changedget_signal1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "archetype": {
+      "type": "string"
+    },
+    "conviction": {
+      "description": "Conviction score from -1.0 to +1.0",
+      "type": "number"
+    },
+    "ecl": {
+      "description": "External Constraint Layer macro scores",
+      "type": "object"
+    },
+    "options_structure": {
+      "type": "string"
+    },
+    "signal": {
+      "enum": [
+        "STRONG_BUY",
+        "BUY",
+        "WATCH",
+        "NEUTRAL",
+        "SELL",
+        "STRONG_SELL",
+        "EARLY_WARNING"
+      ],
+      "type": "string"
+    },
+    "ticker": {
+      "type": "string"
+    },
+    "trajectory": {
+      "enum": [
+        "improving",
+        "stable",
+        "deteriorating"
+      ],
+      "type": "string"
+    }
+  },
+  "required": [
+    "ticker",
+    "signal",
+    "conviction"
+  ],
+  "type": "object"
+}

Changedget_supply_chain1 field changed

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "signals": {
+      "items": {
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "stressed_inputs": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "supply_chain_drag": {
+      "type": "number"
+    },
+    "ticker": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "ticker"
+  ],
+  "type": "object"
+}

9 tool updatesMay 10, 2026
- First observedask_genome
- First observedget_diligence
- First observedget_ecl
- First observedget_horizons
- First observedget_pfsl
- First observedget_regime
- First observedget_screener
- First observedget_signal
- First observedget_supply_chain

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