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Indicate

by io.github.indicateio
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Server Details

AI-powered intelligence for your development workflow via Indicate.

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Status
Unhealthy
OAuth
Not connectable
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.6/5.0

Scored across 5 tools

Disambiguation5/5

Each tool has a clearly distinct purpose in a sequential workflow: health_check verifies connectivity, list_tenants lists accessible tenants, list_data_sources lists data sources within a tenant, list_metrics lists metrics for a data source, and query_metric fetches time-series data. There is no overlap or ambiguity in their functions.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (e.g., health_check, list_tenants, list_data_sources, list_metrics, query_metric). The naming is uniform and predictable, using snake_case throughout with clear action descriptors.

Tool Count5/5

With 5 tools, the set is well-scoped for the Indicate system's purpose of data querying and management. Each tool serves a specific step in the workflow, from authentication to data retrieval, and none feel redundant or missing for the domain.

Completeness4/5

The tool set covers the core workflow steps (connectivity, tenant listing, data source listing, metric listing, and data querying) effectively. A minor gap exists in lacking tools for creating or updating resources (e.g., adding tenants or data sources), but the provided tools allow agents to navigate and query data without dead ends.

Tool Schema Changelog

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

  1. 3 tool updates
    • Changedlist_data_sources3 fields changed
      • removedOutput schema / $defs / DataSourceSummary / properties / boundedContext
        Removed value: -{
-  "title": "Boundedcontext",
-  "type": "string"
-}
      • addedOutput schema / $defs / DataSourceSummary / properties / semanticContextId
        Added value: +{
+  "title": "Semanticcontextid",
+  "type": "string"
+}
      • changedOutput schema / $defs / DataSourceSummary / required
        Previous value: -[
-  "id",
-  "boundedContext",
-  "displayName"
-]New value: +[
+  "id",
+  "semanticContextId",
+  "displayName"
+]
    • Changedlist_metrics7 fields changed
      • removedInput schema / properties / bounded_context
        Removed value: -{
-  "description": "Bounded context ID from the 'bounded_context' field in the list_data_sources response.",
-  "title": "Bounded Context",
-  "type": "string"
-}
      • addedInput schema / properties / semantic_context_id
        Added value: +{
+  "description": "Bounded context ID from the 'semantic_context_id' field in the list_data_sources response.",
+  "title": "Semantic Context Id",
+  "type": "string"
+}
      • changedInput schema / required
        Previous value: -[
-  "tenant_id",
-  "data_source_id",
-  "bounded_context"
-]New value: +[
+  "tenant_id",
+  "data_source_id",
+  "semantic_context_id"
+]
      • removedOutput schema / $defs / Dimension / properties / boundedContext
        Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Boundedcontext"
-}
      • addedOutput schema / $defs / Dimension / properties / semanticContextId
        Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Semanticcontextid"
+}
      • removedOutput schema / $defs / Metric / properties / boundedContext
        Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "title": "Boundedcontext"
-}
      • addedOutput schema / $defs / Metric / properties / semanticContextId
        Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Semanticcontextid"
+}
    • Changedquery_metric2 fields changed
      • removedInput schema / properties / bounded_context
        Removed value: -{
-  "anyOf": [
-    {
-      "type": "string"
-    },
-    {
-      "type": "null"
-    }
-  ],
-  "default": null,
-  "description": "Bounded context ID (for reference / logging).",
-  "title": "Bounded Context"
-}
      • addedInput schema / properties / semantic_context_id
        Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Bounded context ID (for reference / logging).",
+  "title": "Semantic Context Id"
+}
  2. 5 tool updates
    • First observedhealth_check
    • First observedlist_data_sources
    • First observedlist_metrics
    • First observedlist_tenants
    • First observedquery_metric

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