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3 changes: 1 addition & 2 deletions data-explorer/integrate-mcp-servers.md
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Expand Up @@ -43,8 +43,7 @@ The MCP Server is at the core of the system and acts as a bridge between AI agen

This architecture lets you build modular, scalable, and secure intelligent applications that respond to real-time signals. MCP uses a client-server architecture, so AI applications can interact with external tools efficiently. The architecture includes the following components:

* **MCP Host**: The host environment where the AI model runs (like GPT-4, Claude, or Gemini).
* **MCP Client**: An intermediary service forwards the AI model's requests to MCP servers, like GitHub Copilot, Cline, or Claude Desktop.
- **MCP Host**: The application where AI interactions happen. For example, Visual Studio Code with GitHub Copilot, Claude Desktop, Cline. The host contains the AI model connection, a tool orchestrator, and one or more MCP clients.
* **MCP Server**: Lightweight applications exposing specific capabilities by natural language APIs, databases. For example, to execute KQL queries for real-time data retrieval from ADX clusters.

## Key features
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18 changes: 18 additions & 0 deletions data-explorer/kusto-tocs/management/toc.yml
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href: /kusto/management/graph/graph-snapshot-show?view=azure-data-explorer&preserve-view=true
- name: .show graph_snapshots
href: /kusto/management/graph/graph-snapshots-show?view=azure-data-explorer&preserve-view=true
- name: .show graph_snapshot statistics
href: /kusto/management/graph/graph-snapshot-statistics-show?view=azure-data-explorer&preserve-view=true
- name: .show graph_snapshots statistics
href: /kusto/management/graph/graph-snapshots-statistics-show?view=azure-data-explorer&preserve-view=true
- name: .show graph_snapshots failures
href: /kusto/management/graph/graph-snapshots-failures-show?view=azure-data-explorer&preserve-view=true
- name: Stored query results
items:
- name: Stored query results
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- name: .show query acceleration policy command
href: /kusto/management/show-query-acceleration-policy-command?view=azure-data-explorer&preserve-view=true
displayName: external table, delta table
- name: Query acceleration troubleshooting guide
href: /kusto/management/query-acceleration-troubleshooting-guide?view=azure-data-explorer&preserve-view=true
displayName: external table, delta table
- name: .alter-merge query acceleration policy command
href: /kusto/management/alter-merge-query-acceleration-policy-command?view=azure-data-explorer&preserve-view=true
displayName: external table, delta table
- name: Query weak consistency
items:
- name: Query weak consistency policy
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href: /kusto/management/data-ingestion/cancel-queued-ingestion-operation-command?view=azure-data-explorer&preserve-view=true
- name: .show queued ingestion operation command
href: /kusto/management/data-ingestion/show-queued-ingestion-operations?view=azure-data-explorer&preserve-view=true
- name: Queued ingestion via REST API
href: /kusto/management/data-ingestion/queued-ingest-use-http?view=azure-data-explorer&preserve-view=true
- name: Queued ingestion status via REST API
href: /kusto/management/data-ingestion/queued-ingest-status-http?view=azure-data-explorer&preserve-view=true
- name: Queued ingestion Configuration via REST API
href: /kusto/management/data-ingestion/queued-ingest-configuration-http?view=azure-data-explorer&preserve-view=true
- name: Streaming ingestion
items:
- name: Streaming ingestion and schema changes
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25 changes: 25 additions & 0 deletions data-explorer/kusto-tocs/query/toc.yml
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- name: node_degree_out()
displayName: graph, node, Node degree out node_degree_out, outdegree node_degree_out
href: /kusto/query/node-degree-out?view=azure-data-explorer&preserve-view=true
- name: node_id()
displayName: graph, node, Node Id
href: /kusto/query/node-id?view=azure-data-explorer&preserve-view=true
- name: Visualization
items:
- name: Overview
href: /kusto/query/graph-visualization-overview?view=azure-data-explorer&preserve-view=true
- name: Kusto Explorer
href: /kusto/query/graph-visualization-kusto-explorer?view=azure-data-explorer&preserve-view=true
- name: Graphistry
href: /kusto/query/graph-visualization-graphistry?view=azure-data-explorer&preserve-view=true
- name: Custom visualization
href: /kusto/query/graph-visualization-custom?view=azure-data-explorer&preserve-view=true
- name: Scenarios
href: /kusto/query/graph-scenarios?view=azure-data-explorer&preserve-view=true
- name: Best practices
href: /kusto/query/graph-best-practices?view=azure-data-explorer&preserve-view=true
- name: Additional query languages
items:
- name: Graph query language (GQL)
items:
- name: Query data using GQL
href: /kusto/query/graph-query-language?view=azure-data-explorer&preserve-view=true
- name: GQL reference
href: /kusto/query/graph-query-language-reference?view=azure-data-explorer&preserve-view=true
- name: GQL examples and use cases
href: /kusto/query/graph-query-language-use-cases?view=azure-data-explorer&preserve-view=true
- name: openCypher
href: /kusto/query/opencypher-graph-query-language?view=azure-data-explorer&preserve-view=true
- name: Geospatial
items:
- name: Geospatial clustering
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