From 8466c91e739e37fb9a5528930818c2fe351dce49 Mon Sep 17 00:00:00 2001 From: Sathya Gadhiraju Date: Fri, 10 Jul 2026 08:56:36 -0700 Subject: [PATCH 1/5] Update use-mulesoft-docs-with-ai.adoc --- .../ROOT/pages/use-mulesoft-docs-with-ai.adoc | 21 ++++++++++++++++--- 1 file changed, 18 insertions(+), 3 deletions(-) diff --git a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc index 27db54c77..78de1a236 100644 --- a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc +++ b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc @@ -11,7 +11,7 @@ MuleSoft documentation is optimized for AI. Whether you're a human pasting conte Every page of MuleSoft documentation includes a dropdown menu for AI consumption. -image::ai-context-menu.png["Dropdown menu with options Copy page URL, Copy page content, and Download page content for AI use"] +image::ai-context-menu.png["Dropdown menu with options Copy as Markdown, View as Markdown, View on GitHub, View llms.txt, Use Docs MCP Server, and Open in ChatGPT, Claude, or Perplexity"] // CHANGE IMAGE Use these options to quickly grab clean text or jump straight into your workflow: @@ -19,14 +19,29 @@ Use these options to quickly grab clean text or jump straight into your workflow * *View as Markdown*: Opens the Markdown version of the page in a new tab for sharing or inspecting. * *View on GitHub*: Opens the page's source on GitHub to review, suggest changes, or log issues. * *View llms.txt*: Opens the sitewide `llms.txt` index file. See <>. +* *Use Docs MCP Server*: Connects your AI assistant to MuleSoft documentation through the Salesforce Docs MCP Server. See <>. * *Open in ChatGPT / Claude / Perplexity*: Opens a conversation with the current page as context so the LLM can answer your questions instantly. +[[docs-mcp-server]] +== Docs MCP Server + +The Salesforce Docs MCP Server gives AI assistants live access to MuleSoft documentation through the https://modelcontextprotocol.io/[Model Context Protocol (MCP)]. Instead of relying on outdated training data or unstructured web scrapes, your MCP-compatible client can discover, search, fetch, and ask questions about MuleSoft documentation directly. It requires no API key and no sign-up, and it refreshes daily. + +Connect any MCP-compatible client to: + +[source,text] +---- +https://mcp.docs.salesforce.com/ +---- + +For setup instructions, the full tool reference, and example prompts, see https://mcp.docs.salesforce.com/[Salesforce Docs MCP Server]. + [[llms-txt]] -== llms.txt and llms-full.txt +== llms.txt and llms-full.txt MuleSoft documentation publishes `llms.txt` and `llms-full.txt` index files, which are machine-readable Markdown catalogs that let AI tools and RAG pipelines cleanly discover, search, or bulk-ingest our documentation without crawling raw HTML. -For example, you can point an AI coding assistant to the sitewide or product `llms.txt` URL for real-time integration context, or import the `llms-full.txt` file into an vector database to ground AI agents. +For example, you can point an AI coding assistant to the sitewide or product `llms.txt` URL for real-time integration context, or import the `llms-full.txt` file into a vector database to ground AI agents. Depending on your data scope, you can target three types of endpoints: From 2262305121f77076690efb4879279cb3057adcc2 Mon Sep 17 00:00:00 2001 From: Sathya Gadhiraju Date: Fri, 10 Jul 2026 08:59:26 -0700 Subject: [PATCH 2/5] Update use-mulesoft-docs-with-ai.adoc --- modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc index 78de1a236..5a30b610a 100644 --- a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc +++ b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc @@ -18,8 +18,8 @@ Use these options to quickly grab clean text or jump straight into your workflow * *Copy as Markdown*: Copies the Markdown version of the page to your clipboard to streamline your prompt engineering. * *View as Markdown*: Opens the Markdown version of the page in a new tab for sharing or inspecting. * *View on GitHub*: Opens the page's source on GitHub to review, suggest changes, or log issues. -* *View llms.txt*: Opens the sitewide `llms.txt` index file. See <>. * *Use Docs MCP Server*: Connects your AI assistant to MuleSoft documentation through the Salesforce Docs MCP Server. See <>. +* *View llms.txt*: Opens the sitewide `llms.txt` index file. See <>. * *Open in ChatGPT / Claude / Perplexity*: Opens a conversation with the current page as context so the LLM can answer your questions instantly. [[docs-mcp-server]] From 6472db6008d0b49f27288537ac325b66f949b081 Mon Sep 17 00:00:00 2001 From: Sathya Gadhiraju Date: Fri, 10 Jul 2026 09:15:16 -0700 Subject: [PATCH 3/5] Update use-mulesoft-docs-with-ai.adoc --- .../ROOT/pages/use-mulesoft-docs-with-ai.adoc | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc index 5a30b610a..4a185a703 100644 --- a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc +++ b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc @@ -6,6 +6,25 @@ endif::[] MuleSoft documentation is optimized for AI. Whether you're a human pasting context into an LLM or an AI agent ingesting documentation autonomously, our content is structured to save tokens, stay grounded, and maximize technical accuracy. +MuleSoft documentation offers several ways to feed content to AI depending on your workflow. + +[cols="1,2,2", options="header"] +|=== +| Approach | Best for | When to use + +| <> +| Grabbing a single page by hand +| You're reading a specific page and want to copy or send it to an LLM quickly, with no setup. + +| <> +| Live, interactive lookups in an AI assistant +| Your MCP-compatible client (such as Claude, Cursor, or VS Code) accesses documentation on demand without leaving your IDE or chat window, with no files or infrastructure to manage. + +| <> +| Bulk ingest into your own pipeline, or browsing the documentation structure +| You're building a RAG pipeline or vector database and want to download and index the documentation on your own infrastructure, or you want a full, browsable index of a product's documentation. +|=== + [[page-options]] == Page Options From 8307b5c9774f0a8e4cb3e36ad66acaaa0ad745a1 Mon Sep 17 00:00:00 2001 From: Sathya Gadhiraju Date: Fri, 10 Jul 2026 09:17:35 -0700 Subject: [PATCH 4/5] Update use-mulesoft-docs-with-ai.adoc --- modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc index 4a185a703..9bb4e0ced 100644 --- a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc +++ b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc @@ -18,7 +18,7 @@ MuleSoft documentation offers several ways to feed content to AI depending on yo | <> | Live, interactive lookups in an AI assistant -| Your MCP-compatible client (such as Claude, Cursor, or VS Code) accesses documentation on demand without leaving your IDE or chat window, with no files or infrastructure to manage. +| You want documentation on demand without leaving your IDE or chat window. Your MCP-compatible client (such as Claude, Cursor, or VS Code) accesses it for you, with no files or infrastructure to manage. | <> | Bulk ingest into your own pipeline, or browsing the documentation structure From ae1cd2ff1c0d4ef848e5288aef431cc2c27f18c6 Mon Sep 17 00:00:00 2001 From: Sathya Gadhiraju Date: Fri, 10 Jul 2026 09:28:20 -0700 Subject: [PATCH 5/5] Update use-mulesoft-docs-with-ai.adoc --- modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc index 9bb4e0ced..8d4d3ffd9 100644 --- a/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc +++ b/modules/ROOT/pages/use-mulesoft-docs-with-ai.adoc @@ -18,7 +18,7 @@ MuleSoft documentation offers several ways to feed content to AI depending on yo | <> | Live, interactive lookups in an AI assistant -| You want documentation on demand without leaving your IDE or chat window. Your MCP-compatible client (such as Claude, Cursor, or VS Code) accesses it for you, with no files or infrastructure to manage. +| You want your AI assistant to access official documentation for you as you work. Your MCP-compatible client (such as Claude, Cursor, or VS Code) queries the documentation directly, with no files or infrastructure to manage. | <> | Bulk ingest into your own pipeline, or browsing the documentation structure