diff --git a/docs/docs.json b/docs/docs.json
index 94be18094b6..ea42918df74 100644
--- a/docs/docs.json
+++ b/docs/docs.json
@@ -260,6 +260,7 @@
"icon": "book-open-cover",
"pages": [
"guides/posthog-github-continuous-ai",
+ "guides/continue-docs-mcp-cookbook",
"guides/snyk-mcp-continue-cookbook",
"guides/dlt-mcp-continue-cookbook",
"guides/netlify-mcp-continuous-deployment"
diff --git a/docs/guides/continue-docs-mcp-cookbook.mdx b/docs/guides/continue-docs-mcp-cookbook.mdx
new file mode 100644
index 00000000000..76c4637dd8a
--- /dev/null
+++ b/docs/guides/continue-docs-mcp-cookbook.mdx
@@ -0,0 +1,542 @@
+---
+title: "Contributing to Continue with Model Context Protocol (MCP)"
+description: "Use the Continue Docs MCP to write cookbooks, guides, and documentation with AI-powered workflows."
+sidebarTitle: "Continue Docs MCP Cookbook"
+---
+
+
+ Master using the Continue Docs MCP to contribute documentation, create cookbooks, and maintain consistency across Continue's docs - all through natural language prompts.
+
+
+## Prerequisites
+
+Before starting, ensure you have:
+
+- Continue account with **Hub access**
+- Read: [Contributing to Continue Documentation](/CONTRIBUTING) for setup instructions
+- Forked the [continuedev/continue](https://github.com/continuedev/continue) repository
+- Node.js 20+ and Continue CLI installed
+
+
+ This cookbook assumes you've read the setup in the [CONTRIBUTING guide](/CONTRIBUTING). If you haven't, start there first.
+
+
+## Continue Docs MCP Setup
+
+
+ Use the pre-built [Docs Assistant - Mintlify agent](https://hub.continue.dev/continuedev/docs-mintlify) that includes the Continue Docs MCP and is ready to use immediately.
+
+
+
+
+ ```bash
+ # From your Continue docs directory
+ cn --config continuedev/docs-mintlify
+ ```
+
+ This agent includes:
+ - **Continue Docs MCP** for searching Continue documentation
+ - **Mintlify formatting rules** for proper component usage
+ - **Documentation-focused prompts** for common tasks
+
+
+
+ If you want to customize, create your own agent and add:
+ 1. [Continue Docs MCP](https://hub.continue.dev/continuedev/continue-docs-mcp)
+ 2. [Mintlify Technical Writing Rule](https://hub.continue.dev/mintlify/technical-writing-rule)
+
+ See the [CONTRIBUTING guide](/CONTRIBUTING#option-2-create-your-own-custom-agent) for details.
+
+
+
+---
+
+## What is the Continue Docs MCP?
+
+
+ A Model Context Protocol server built with [Mintlify's MCP generation](https://www.mintlify.com/blog/generate-mcp-servers-for-your-docs) that enables semantic search across Continue documentation. [Learn more →](/reference/continue-mcp)
+
+
+The MCP helps you:
+- **Find examples** from existing documentation
+- **Maintain consistency** with established patterns
+- **Source accurate information** about Continue features
+- **Write better documentation** faster
+
+---
+
+## Documentation Workflows with Prompts
+
+### 🆕 Creating a New Cookbook
+
+Cookbooks show how to use Continue CLI with specific tools or services. Here's how to create one using the Continue Docs MCP:
+
+
+
+ ```bash
+ cn --config continuedev/docs-mintlify
+ ```
+
+ **Prompt:**
+ ```
+ "Show me the structure of existing MCP cookbooks in the Continue docs.
+ I want to create a cookbook for GitHub MCP."
+ ```
+
+ The agent will find examples like the dlt, Snyk, and Sanity cookbooks.
+
+
+
+ **Prompt:**
+ ```
+ "Using the Continue Docs MCP, find information about how GitHub MCP works.
+ Then search the web for the official GitHub MCP documentation and combine
+ both sources to create a cookbook following the same structure as the
+ dlt cookbook."
+ ```
+
+ The agent will:
+ - Search Continue docs for MCP patterns
+ - Fetch GitHub MCP official documentation
+ - Combine both sources
+ - Generate a cookbook with consistent formatting
+
+
+
+ **Prompt:**
+ ```
+ "Add my new github-mcp-continue-cookbook.mdx to the docs.json navigation
+ under the Cookbooks section."
+ ```
+
+
+
+ ```bash
+ npm run dev
+ # Visit http://localhost:3000
+ ```
+
+ **Refine with prompts:**
+ ```
+ "Add more examples to the troubleshooting section"
+ "Include a CI/CD workflow example using GitHub Actions"
+ "Add authentication setup using environment variables"
+ ```
+
+
+
+
+ **Pro Tip:** The agent uses the Continue Docs MCP to maintain consistency with existing cookbooks automatically.
+
+
+---
+
+### ✏️ Updating Existing Documentation
+
+
+
+ **Prompt:**
+ ```
+ "Where is the MCP tools documentation located? Show me the file path."
+ ```
+
+
+
+ **Prompt:**
+ ```
+ "Update the MCP tools documentation at docs/customization/mcp-tools.mdx
+ to include information about the new Slack MCP server. Use the Continue
+ Docs MCP to find examples of how other MCP servers are documented, then
+ add a similar section for Slack."
+ ```
+
+
+
+---
+
+### 📝 Adding New Guides
+
+
+
+ **Prompt:**
+ ```
+ "I want to create a guide for setting up Continue with Amazon Bedrock.
+ Search the Continue docs for similar model provider setup guides and
+ show me the common structure they follow."
+ ```
+
+
+
+ **Prompt:**
+ ```
+ "Create a new guide at docs/guides/amazon-bedrock-setup.mdx following
+ the structure you found. Include:
+ - Prerequisites
+ - Step-by-step setup with code examples
+ - Configuration options
+ - Troubleshooting common issues
+
+ Use the Continue Docs MCP to find accurate information about Continue's
+ model provider configuration."
+ ```
+
+
+
+ **Prompt:**
+ ```
+ "Add this guide to docs.json under the Model Providers section"
+ ```
+
+
+
+---
+
+## Real-World Cookbook Examples
+
+### Example 1: PostgreSQL MCP Cookbook
+
+**Prompt:**
+```
+"Create a cookbook for using Continue with PostgreSQL MCP. Follow the same
+structure as the dlt cookbook, but customize it for database operations.
+
+Include these sections:
+1. Quick start with pre-built agent
+2. Manual setup with MCP configuration
+3. Common database tasks (schema exploration, query writing, migrations)
+4. Troubleshooting database connection issues
+
+Use the Continue Docs MCP to find MCP configuration patterns and search the
+web for PostgreSQL MCP documentation."
+```
+
+### Example 2: Sentry Error Tracking Cookbook
+
+**Prompt:**
+```
+"Create a cookbook showing how to use Continue to analyze Sentry errors.
+
+The cookbook should demonstrate:
+1. Setting up Sentry MCP integration
+2. Querying recent errors
+3. Analyzing error patterns with AI
+4. Generating fixes for common errors
+5. CI/CD integration for automated error analysis
+
+Research the Snyk cookbook structure since it's also about error detection,
+and adapt it for Sentry."
+```
+
+### Example 3: OpenAPI Documentation Cookbook
+
+**Prompt:**
+```
+"I want to create a cookbook for using Continue to work with OpenAPI specs.
+
+Show how to:
+1. Load OpenAPI specs into Continue's context
+2. Generate API client code from specs
+3. Create tests based on API endpoints
+4. Update documentation when APIs change
+
+Use the Continue Docs MCP to find how context providers work, then combine
+that with OpenAPI MCP information."
+```
+
+---
+
+## Advanced Prompt Patterns
+
+
+
+ ```bash
+ "Use the Continue Docs MCP to understand how agents
+ work in Continue, then search the web for Anthropic's
+ Computer Use MCP. Create a cookbook showing how to
+ combine Continue agents with Computer Use for
+ automated testing."
+ ```
+
+
+
+ ```bash
+ "Find all mentions of MCP servers across Continue
+ documentation. Then create a comprehensive reference
+ page that links to all MCP-related guides and
+ configurations."
+ ```
+
+
+
+ ```bash
+ "Review all cookbook files in docs/guides/ and check
+ if they follow the same structure. List any
+ inconsistencies and suggest updates to make them
+ uniform."
+ ```
+
+
+
+ ```bash
+ "Extract all code examples showing MCP server
+ configuration from the Continue docs. Format them
+ as a single reference page with explanations for
+ each pattern."
+ ```
+
+
+
+---
+
+## Testing Your Documentation
+
+### Local Preview
+
+```bash
+cd docs
+npm run dev
+# Visit http://localhost:3000
+```
+
+### Validation Prompts
+
+```bash
+# Check formatting
+"Review this documentation for Mintlify formatting issues and fix any problems"
+
+# Verify links
+"Check all links in this file and ensure they point to existing documentation"
+
+# Test code examples
+"Verify that all code examples in this cookbook are syntactically correct"
+```
+
+---
+
+## Submitting Your Contribution
+
+**Prompt:**
+```bash
+"Create a pull request with my documentation changes and use the repo's
+PR template to write the description"
+```
+
+The agent will:
+- Create a feature branch
+- Stage and commit your changes
+- Push to your fork
+- Generate a PR description following the template
+- Open the PR for review
+
+
+ See the full [Contributing Guide](/CONTRIBUTING#submitting-your-contribution) for manual PR submission details.
+
+
+---
+
+## Automated Documentation Checks with GitHub Actions
+
+Add automated documentation checks to your PR workflow using the Continue Docs MCP agent:
+
+```yaml title=".github/workflows/docs-check.yml"
+name: Documentation Check
+
+on:
+ pull_request:
+ types: [opened, synchronize]
+ paths:
+ - 'core/**'
+ - 'extensions/**'
+ - 'packages/**'
+ - 'gui/**'
+
+jobs:
+ check-docs:
+ runs-on: ubuntu-latest
+ steps:
+ - uses: actions/checkout@v4
+ with:
+ fetch-depth: 0
+
+ - name: Setup Node.js
+ uses: actions/setup-node@v4
+ with:
+ node-version: '20'
+
+ - name: Install Continue CLI
+ run: npm i -g @continuedev/cli
+
+ - name: Analyze Changes for Documentation Needs
+ id: analyze
+ env:
+ CONTINUE_API_KEY: ${{ secrets.CONTINUE_API_KEY }}
+ run: |
+ echo "🔍 Analyzing code changes for documentation needs..."
+
+ # Get changed files
+ git diff origin/${{ github.base_ref }}..HEAD --name-only > changed_files.txt
+
+ # Create detailed diff
+ git diff origin/${{ github.base_ref }}..HEAD > changes.diff
+
+ # Use Continue agent to check if docs need updates
+ PROMPT="Review these code changes and determine if documentation updates are needed.
+
+ Changed files: $(cat changed_files.txt | tr '\n' ' ')
+
+ Consider:
+ - New features or APIs
+ - Breaking changes
+ - New configuration options
+ - Modified CLI commands
+ - New MCP integrations
+
+ If docs updates are needed, specify which files in docs/ should be updated.
+ If no updates needed, respond with 'NO_DOCS_NEEDED'.
+ Be specific and concise."
+
+ cn --config continuedev/docs-mintlify -p "$PROMPT" --auto > analysis.md || {
+ echo "⚠️ Analysis failed"
+ echo "needs_docs=false" >> $GITHUB_OUTPUT
+ exit 0
+ }
+
+ if grep -q "NO_DOCS_NEEDED" analysis.md; then
+ echo "needs_docs=false" >> $GITHUB_OUTPUT
+ else
+ echo "needs_docs=true" >> $GITHUB_OUTPUT
+ fi
+
+ - name: Post Documentation Recommendation
+ if: steps.analyze.outputs.needs_docs == 'true'
+ env:
+ GH_TOKEN: ${{ github.token }}
+ run: |
+ echo "📝 Creating PR comment with documentation recommendations..."
+
+ cat > pr-comment.md <<'EOF'
+## 📚 Documentation Update Recommended
+
+Based on the code changes in this PR, documentation updates may be needed:
+
+EOF
+
+ cat analysis.md >> pr-comment.md
+
+ cat >> pr-comment.md <<'EOF'
+
+---
+
+### Next Steps
+
+1. Review the suggested documentation areas above
+2. Update relevant files in the `/docs` folder
+3. Consider updating:
+ - API references for interface changes
+ - Guides for workflow changes
+ - Configuration docs for new settings
+ - MCP cookbooks for new integrations
+
+### Resources
+- [Contributing to Docs](/CONTRIBUTING)
+- [Continue Docs MCP Cookbook](/guides/continue-docs-mcp-cookbook)
+
+*This analysis was generated using the Continue Docs MCP agent.*
+EOF
+
+ gh pr comment ${{ github.event.pull_request.number }} --body-file pr-comment.md
+
+ - name: Add Label
+ if: steps.analyze.outputs.needs_docs == 'true'
+ env:
+ GH_TOKEN: ${{ github.token }}
+ run: |
+ gh pr edit ${{ github.event.pull_request.number }} --add-label "docs-needed"
+```
+
+
+ This workflow uses the Continue Docs MCP agent to analyze code changes and automatically comment on PRs when documentation updates are recommended.
+
+
+---
+
+## Documentation MCP for Other Projects
+
+Want to create documentation MCPs for your own projects? Mintlify makes it easy:
+
+
+
+ ```bash
+ npm i -g mintlify
+ mintlify init
+ ```
+
+
+
+ Mintlify automatically generates an MCP server for your documentation, enabling semantic search.
+
+ [Learn more about Mintlify MCP generation →](https://www.mintlify.com/blog/generate-mcp-servers-for-your-docs)
+
+
+
+ Share your docs MCP on [Continue Hub](https://hub.continue.dev/new?type=mcp) so others can use it with Continue agents.
+
+
+
+
+ The [Continue Docs MCP](/reference/continue-mcp) itself was built this way!
+
+
+---
+
+## Key Prompts Cheat Sheet
+
+| Task | Prompt |
+|:-----|:-------|
+| **Find structure** | "Show me the structure of existing cookbooks in Continue docs" |
+| **Create cookbook** | "Create a cookbook for [tool] MCP following the dlt cookbook structure" |
+| **Update docs** | "Update [file] to include information about [feature], using Continue Docs MCP to find examples" |
+| **Add navigation** | "Add [file] to docs.json under the [section] section" |
+| **Check consistency** | "Review this file for consistency with other Continue documentation" |
+| **Fix formatting** | "Review for Mintlify formatting issues and fix any problems" |
+| **Extract examples** | "Find all examples of [topic] in Continue docs" |
+| **Research feature** | "Use Continue Docs MCP to explain how [feature] works in Continue" |
+
+---
+
+## Resources
+
+### Continue Documentation
+- [Contributing Guide](/CONTRIBUTING) - Setup and submission process
+- [Continue Docs MCP Reference](/reference/continue-mcp) - MCP server details
+- [Understanding Agents](/guides/understanding-agents) - How agents work
+
+### Mintlify
+- [MCP Generation Guide](https://www.mintlify.com/blog/generate-mcp-servers-for-your-docs)
+- [Mintlify Documentation](https://mintlify.com/docs)
+
+### Community
+- [Continue Discord](https://discord.gg/continue) - #documentation channel
+- [GitHub Discussions](https://github.com/continuedev/continue/discussions)
+
+---
+
+## Next Steps
+
+
+
+ Set up your environment
+
+
+
+ Install pre-built agent
+
+
+
+ See cookbook examples
+
+
+
+ Get help from community
+
+
diff --git a/docs/guides/overview.mdx b/docs/guides/overview.mdx
index 3ca80dae016..d84ffe0a1d0 100644
--- a/docs/guides/overview.mdx
+++ b/docs/guides/overview.mdx
@@ -19,9 +19,11 @@ description: "Comprehensive collection of practical guides for Continue includin
Step-by-step guides for integrating Model Context Protocol (MCP) servers with Continue:
+- [Continue Docs MCP Cookbook](/guides/continue-docs-mcp-cookbook) - Use the Continue Docs MCP to write cookbooks, guides, and documentation with AI-powered workflows
- [PostHog Session Analysis Cookbook](/guides/posthog-github-continuous-ai) - Analyze user behavior data to optimize your codebase with automatic issue creation
- [Netlify Performance Optimization Cookbook](/guides/netlify-mcp-continuous-deployment) - Optimize web performance with A/B testing and automated monitoring using Netlify MCP
- [Snyk + Continue Hub Agent Cookbook (MCP)](/guides/snyk-mcp-continue-cookbook) - Integrate Snyk MCP via Continue Hub to scan code, deps, IaC, and containers
+- [dlt Data Pipelines Cookbook](/guides/dlt-mcp-continue-cookbook) - Build AI-powered data pipelines with dlt MCP for pipeline inspection, schema management, and debugging
## What Advanced Tutorials Are Available