diff --git a/docs/content/metrics_reports/ai/claude_code_plugin.md b/docs/content/metrics_reports/ai/claude_code_plugin.md
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+---
+title: "Claude Code Plugin"
+description: "Query, triage, import and report on DefectDojo Pro data from Claude Code"
+draft: false
+audience: pro
+weight: 24
+---
+
+Note: AI features are a DefectDojo Pro-only feature.
+
+The DefectDojo plugin for Claude Code brings your vulnerability data into the
+terminal where your team already works. Your Pro instance already speaks MCP;
+the plugin teaches a coding agent what to do with it, and adds the operations
+the read-only [MCP Server](../mcp_server_pro/) does not cover, such as changing
+finding status and importing scans.
+
+If you want to connect a chat assistant such as Claude Desktop or claude.ai to
+DefectDojo, use the [MCP Server](../mcp_server_pro/) page instead. This page is
+specifically for Claude Code, the command-line coding agent.
+
+## Install
+
+```
+/plugin marketplace add DefectDojo/agent-skills
+/plugin install defectdojo@defectdojo
+```
+
+When you enable the plugin it asks for two things:
+
+- **Instance URL**, for example `https://yourcompany.cloud.defectdojo.com`, with
+ no trailing slash and no path.
+- **API v2 key**, which you create from your user profile in DefectDojo.
+
+The key is stored in your operating system keychain. Start a new session
+afterwards so the MCP server connects.
+
+Then ask for something:
+
+> What are the top 10 findings we should fix first?
+
+## Prerequisites
+
+- DefectDojo Pro v2.51.2 or later, with the MCP server enabled. See
+ [MCP Server](../mcp_server_pro/) for how an administrator turns it on.
+- Claude Code 2.1.143 or later, so that installing the umbrella plugin enables
+ its components automatically.
+- macOS or Linux, including WSL. Native Windows is not supported yet.
+
+The plugin requires DefectDojo Pro and refuses to run against DefectDojo open
+source. It verifies the edition on first contact and stops with an explanatory
+message rather than partially working.
+
+## What you can ask for
+
+Installing `defectdojo` installs the full set. You can also install any single
+plugin; each one pulls in the connection plugin automatically.
+
+| Plugin | Skills | Ask it for |
+| --- | --- | --- |
+| `defectdojo-connect` | `connection-doctor` | "Is DefectDojo connected?", or any 401, 403 or missing-tool problem |
+| `defectdojo-triage` | `findings-query`, `triage-findings` | "How many criticals are open?", "Mark these false positive", "Give me a brief" |
+| `defectdojo-import` | `import-scans`, `wire-ci-import` | "Get this Semgrep output into Dojo", "Push our scans from CI" |
+| `defectdojo-report` | `security-report` | "Build the quarterly report for the board" |
+
+### Asking questions
+
+Questions are answered from your live data, and counts always state what they
+counted:
+
+> How many critical findings are open in the payments app?
+>
+> What changed this week?
+>
+> Which products have the worst backlog?
+
+For anything phrased as "top", "worst" or "what should we fix first", the plugin
+ranks by DefectDojo's own priority, which weighs exploitability, threat
+intelligence, reachability, business context and many more signals, rather than
+by severity alone.
+
+### Triaging findings
+
+The triage skill changes finding state: close, verify, mark false positive, mark
+out of scope, risk accept, add notes and tags, and merge duplicates.
+
+It always shows you a table of proposed changes and waits for you to confirm
+before writing anything, and it records a note on every change so the reason
+survives for the next person who looks.
+
+### Importing scans
+
+> Get this semgrep.json into Dojo under the payments product.
+
+The import skill identifies the scan type, chooses import or reimport correctly,
+creates the product and engagement if you ask it to, and waits for background
+processing to finish before reporting results. It can also add scan upload to
+your CI pipeline, using a service account rather than a personal token.
+
+## How it connects
+
+You enter credentials once, and two channels derive from that single entry.
+
+**MCP** connects Claude Code to the MCP server built into your instance at
+`https://your-instance/mcp`. That provides the read tools, which appear as
+`mcp__defectdojo__*`.
+
+**REST** covers everything the read tools do not: status changes, notes, imports
+and reporting. The plugin bundles a single command that handles the auth header,
+error translation and background-import polling.
+
+Your token is never shown to the model, and never appears on a command line.
+Every action runs as you, under your existing DefectDojo permissions: the plugin
+cannot do anything in DefectDojo that you cannot do yourself.
+
+### Using it in CI
+
+Rather than configuring the plugin, set two environment variables:
+
+```
+DD_BASE_URL=https://your-instance.example.com
+DD_API_TOKEN=
+```
+
+Use a dedicated service account rather than a personal token. Personal tokens
+expire and carry one person's permissions, which is the usual reason a pipeline
+that worked for months suddenly stops.
+
+## Troubleshooting
+
+Ask the plugin first:
+
+> Is my DefectDojo connection working?
+
+The connection doctor probes each layer in order and tells you which one failed
+and what to do about it. The most common causes:
+
+| Symptom | Cause |
+| --- | --- |
+| Tools missing, but other calls work | The MCP server is disabled on the instance, or the session started before you configured the plugin. Start a new session. |
+| Everything returns 401 | The API token expired. DefectDojo tokens can expire. Create a new one, update it through `/plugin`, and start a new session. |
+| One operation returns 403 | Your DefectDojo role does not permit that action on that object. |
+| The plugin says the instance is not Pro | The URL includes a path, a proxy is returning its own 404, or the instance is DefectDojo open source, which is not supported. |
+
+## Source and support
+
+The source is published at
+[github.com/DefectDojo/agent-skills](https://github.com/DefectDojo/agent-skills)
+so you can read exactly what runs against your vulnerability data before you run
+it. Report problems as issues there.
+
+The plugin is source-available rather than open source: you may install it, use
+it with a DefectDojo Pro instance, and review the source, but not modify or
+redistribute it. See the licence in the repository for the exact terms.
+DefectDojo Community Edition is separate and remains open source under its own
+licence.
diff --git a/docs/content/metrics_reports/ai/mcp_server_pro.md b/docs/content/metrics_reports/ai/mcp_server_pro.md
index bb036f246f9..a0dd73b9f22 100644
--- a/docs/content/metrics_reports/ai/mcp_server_pro.md
+++ b/docs/content/metrics_reports/ai/mcp_server_pro.md
@@ -72,6 +72,11 @@ All methods use these core parameters:
## Quick Start Guides by AI Provider
+> **💡 Using Claude Code?** Do not configure it by hand. The
+> [Claude Code Plugin](../claude_code_plugin/) wires up this MCP server for you
+> in two commands, and adds the write operations these read-only tools do not
+> cover, such as changing finding status and importing scans.
+
🖥️ Claude Desktop (Method 1: Configuration File)
@@ -302,7 +307,7 @@ Once connected, you can explore:
## Available Tools Reference
-The DefectDojo MCP Server provides 12 tools for accessing and analyzing vulnerability data. Each tool includes intelligent parameter handling and returns structured data optimized for LLM analysis.
+The DefectDojo MCP Server provides 14 tools for accessing and analyzing vulnerability data. Each tool includes intelligent parameter handling and returns structured data optimized for LLM analysis.
> **💡 Parameter Note:** All tools accept an optional `token` parameter. If not provided in individual calls, the LLM will use the token from the connection configuration.
@@ -384,6 +389,65 @@ get_findings({
+
+finding_summary
+
+**Description:** Retrieve aggregate finding metrics in a single call, rather than fetching findings and counting them. Returns counts by severity, average priority and risk score, average finding age, and the most common CWEs.
+
+**Parameters:**
+
+**product_id** (Optional)
+- **Type:** Number
+- **Minimum:** 1
+- **Usage:** Scope the summary to a single product.
+
+**engagement_id** (Optional)
+- **Type:** Number
+- **Minimum:** 1
+- **Usage:** Scope the summary to a single engagement.
+
+**date** (Optional)
+- **Type:** Array with single string value
+- **Values:** `0 - Any date`, `1 - Today`, `2 - Past 7 days`, `3 - Past 30 days`, `4 - Past 90 days`, `5 - Current month`, `6 - Current year`, `7 - Past year`
+- **Example:** `["3 - Past 30 days"]`
+- **Usage:** Restrict the summary to findings discovered in the period.
+
+> **💡 Best Practice:** Use this instead of `get_findings` whenever the question is "how many" or "what is the spread". One summary call replaces paging through findings and counting them, and the counts stay correct beyond the 100-record page limit.
+
+**Example Query:**
+
+**User asks:** "Give me a severity breakdown for the payments product over the last quarter"
+
+**LLM calls:**
+```
+finding_summary({
+ product_id: 42,
+ date: ["4 - Past 90 days"]
+})
+```
+
+
+
+
+risk_summary
+
+**Description:** Retrieve the aggregate risk posture for a single product, including average priority, risk score, active finding counts, and business criticality.
+
+**Parameters:**
+
+**product_id** (Required)
+- **Type:** Number
+- **Minimum:** 1
+- **Usage:** The product to summarize.
+
+**Example Query:**
+
+**User asks:** "How risky is the payments API right now?"
+
+**LLM calls:** `risk_summary({ product_id: 42 })`
+
+
+
---
### 📦 Product & Engagement Tools