MCP: Add first wave of material, mostly indexing existing others

docs/integrate/index.md

@@ -17,6 +17,7 @@ orm
 df
 etl/index
 cdc/index
+mcp/index
 metrics/index
 visualize/index
 bi/index

docs/integrate/mcp/community.md

@@ -0,0 +1,44 @@
+# MCP Community Servers
+
+This section introduces popular community-run Model Context Protocol servers
+for PostgreSQL and CrateDB.
+
+::::{grid} 1
+:gutter: 2
+
+:::{grid-item-card} {material-outlined}`image_search;2em` MCP Server landscape
+:link: ctk:query/mcp/landscape
+:link-type: doc
+:link-alt: MCP Server landscape
+:class-footer: text-smaller
+
+An overview of the MCP server landscape, focusing on the most popular servers
+that connect to both PostgreSQL and CrateDB.
++++
+The document includes detailed MCP API capabilities about all of them,
+regarding available prompts, resources, and tools.
+:::
+
+:::{grid-item-card} {material-outlined}`settings;2em` Configure
+:link: ctk:query/mcp/server
+:link-type: doc
+:link-alt: MCP Server configuration
+:class-footer: text-smaller
+
+Guidelines for configuring popular MCP servers that connect
+to both PostgreSQL and CrateDB.
++++
+The document includes detailed configuration snippets and enumerates
+available configuration options.
+:::
+
+:::{grid-item-card} {material-outlined}`not_started;2em` Examples
+:link: https://github.com/crate/cratedb-examples/tree/main/framework/mcp
+:link-type: url
+:link-alt: Community MCP Server examples
+:class-footer: text-smaller
+
+Ready-to-run example programs using community MCP Servers.
+:::
+
+::::

docs/integrate/mcp/cratedb-mcp.md

@@ -0,0 +1,75 @@
+# CrateDB MCP Server
+
+:::{rubric} About
+:::
+
+The CrateDB MCP Server for natural-language Text-to-SQL and documentation
+retrieval specializes in CrateDB database clusters.
+
+The Model Context Protocol ([MCP]) is a protocol that standardizes providing
+context to language models and AI assistants.
+
+:::{rubric} Introduction
+:::
+
+The CrateDB Model Context Protocol (MCP) Server connects AI assistants directly
+to your CrateDB clusters and the CrateDB knowledge base, enabling seamless
+interaction through natural language.
+
+It serves as a bridge between AI tools and your analytics database,
+allowing you to analyze data, the cluster state, troubleshoot issues, and
+perform operations using conversational prompts.
+
+:::{rubric} What's inside
+:::
+
+::::{grid} 1 2 2 2
+:gutter: 2
+
+:::{grid-item-card} {material-outlined}`integration_instructions;2em` Python package
+:link: https://pypi.org/project/cratedb-mcp/
+:link-type: url
+:link-alt: CrateDB MCP Server Python package `cratedb-mcp`
+
+For installing and using the package, please consult the README
+document.
+:::
+
+:::{grid-item-card} {material-outlined}`description;2em` Usage
+:link: https://github.com/crate/cratedb-mcp/blob/main/README.md
+:link-type: url
+:link-alt: CrateDB MCP Server README
+
+README document about how to install and configure the CrateDB MCP Server.
+:::
+
+:::{grid-item-card} {material-outlined}`not_started;2em` Examples
+:link: https://github.com/crate/cratedb-mcp/tree/main/examples
+:link-type: url
+:link-alt: CrateDB MCP Server examples
+
+Examples using the CrateDB MCP Server.
+:::
+
+::::
+
+
+:::{rubric} Example
+:::
+
+An example conversation to "talk to your data using your AI assistant of choice"
+may look like this in practice. It is using a dataset about weather data, where
+the user is interested in values which are beyond certain thresholds.
+
+![Example Claude conversation screenshot using CrateDB MCP](https://github.com/user-attachments/assets/db127717-329a-4d0e-901c-3e3dcaefefb9)
+
+
+:::{caution}
+
+**Experimental:** Please note that the CrateDB MCP Server is an experimental
+feature provided as-is without warranty or support guarantees. Enterprise
+customers should use this feature at their own discretion.
+
+:::
+
+[MCP]: https://modelcontextprotocol.io/

docs/integrate/mcp/index.md

@@ -0,0 +1,78 @@
+# Model Context Protocol (MCP)
+
+```{toctree}
+:maxdepth: 0
+:hidden:
+
+cratedb-mcp
+Community servers <community>
+```
+
+## About
+
+:::{rubric} Introduction
+:::
+
+[MCP], the Model Context Protocol, is an open protocol that enables seamless
+integration between LLM applications and external data sources and tools.
+
+MCP is sometimes described as "OpenAPI for LLMs" or as "USB-C port for AI",
+providing a uniform way to connect LLMs to resources they can use.
+
+:::{rubric} Details
+:::
+
+The main entities of MCP are [prompts], [resources], and [tools].
+MCP clients call MCP servers, either by invoking them as a subprocess and
+communicating via Standard Input/Output (stdio), Server-Sent Events (sse),
+or HTTP Streams (streamable-http), see [transports].
+
+:::{rubric} Discuss
+:::
+
+To get in touch with us to discuss CrateDB and MCP, head over to GitHub at
+[Model Context Protocol (MCP) @ CrateDB] or the [Community Forum].
+
+## Usage
+
+You can use MCP with [CrateDB] and [CrateDB Cloud], either by selecting the
+**CrateDB MCP Server** suitable for Text-to-SQL and documentation retrieval,
+or by using community MCP servers that are compatible with PostgreSQL databases.
+
+::::{grid} 1 2 2 2
+:margin: 4 4 0 0
+
+:::{grid-item-card} {material-outlined}`apps;2em` CrateDB MCP Server
+:link: cratedb-mcp
+:link-type: doc
+:link-alt: CrateDB MCP Server
+
+The CrateDB MCP Server, available on PyPI and popular community hubs.
+:::
+
+:::{grid-item-card} {material-outlined}`group;2em` Community MCP Servers
+:link: community
+:link-type: doc
+:link-alt: Community MCP Servers
+
+MCP servers mostly compatible with both PostgreSQL and CrateDB.
+:::
+
+::::
+
+To use an MCP server, you need a [client that supports][MCP clients] the
+protocol. The most notable ones are ChatGPT, Claude, Cline, Cursor,
+GitHub Copilot, Mistral AI, OpenAI Agents SDK, VS Code, Windsurf,
+and others.
+
+
+[Community Forum]: https://community.cratedb.com/
+[CrateDB]: https://cratedb.com/database
+[CrateDB Cloud]: https://cratedb.com/docs/cloud/
+[MCP]: https://modelcontextprotocol.io/
+[MCP clients]: https://modelcontextprotocol.io/clients
+[Model Context Protocol (MCP) @ CrateDB]: https://github.com/crate/crate-clients-tools/discussions/234
+[Prompts]: https://modelcontextprotocol.io/docs/concepts/prompts
+[Resources]: https://modelcontextprotocol.io/docs/concepts/resources
+[Tools]: https://modelcontextprotocol.io/docs/concepts/tools
+[Transports]: https://modelcontextprotocol.io/docs/concepts/transports