diff --git a/data-explorer/integrate-mcp-servers.md b/data-explorer/integrate-mcp-servers.md index 8e31ddf8ec..4d192d61f4 100644 --- a/data-explorer/integrate-mcp-servers.md +++ b/data-explorer/integrate-mcp-servers.md @@ -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 diff --git a/data-explorer/kusto-tocs/management/toc.yml b/data-explorer/kusto-tocs/management/toc.yml index 489739f8ac..ac6b3f409d 100644 --- a/data-explorer/kusto-tocs/management/toc.yml +++ b/data-explorer/kusto-tocs/management/toc.yml @@ -250,6 +250,12 @@ items: 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 @@ -600,6 +606,12 @@ items: - 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 @@ -895,6 +907,12 @@ items: 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 diff --git a/data-explorer/kusto-tocs/query/toc.yml b/data-explorer/kusto-tocs/query/toc.yml index 7a8f1b7d8d..a1618cf54d 100644 --- a/data-explorer/kusto-tocs/query/toc.yml +++ b/data-explorer/kusto-tocs/query/toc.yml @@ -1520,10 +1520,35 @@ items: - 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 diff --git a/data-explorer/media/model-context-protocol/model-context-protocol-server-architecture.png b/data-explorer/media/model-context-protocol/model-context-protocol-server-architecture.png index 60a72551ce..9962b3533d 100644 Binary files a/data-explorer/media/model-context-protocol/model-context-protocol-server-architecture.png and b/data-explorer/media/model-context-protocol/model-context-protocol-server-architecture.png differ